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<h1>Publications</h1>
<!--<p>See also the list of my publications in <a style="Color:blue" href="https://scholar.google.co.in/citations?hl=en&user=TioEtyEAAAAJ" target="_blank">Google scholar</a>.</p>-->
<!--<h2>Accepted</h2>
<ul>
</ul>-->
<h2>2026</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[C45]. <strong>HAViT: Historical Attention Vision Transformer</strong>,
Swarnendu Banik, Manish Das, Shiv Ram Dubey, and Satish Kumar Singh,
<em>IEEE Conference on Artificial Intelligence (IEEE CAI)</em>,
Spain, May 2026.
</li>
</ul>
<h2>2025</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J67]. <strong>Investigating the Robustness of Fuzzy Deep Learning on Noisy Medical Images</strong>,
Bhaskar Pandey, Shiv Ram Dubey, and Deepak Joshi,
<em>IEEE Transactions on Artificial Intelligence</em>,
Nov 2025.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/11264821" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J66]. <strong>Diagnosis of Superficial Ailments using Infrared Thermal Imaging and CapsNet</strong>,
Bhaskar Pandey, Jaspreet Singh, Deepak Joshi, Shiv Ram Dubey, and Ajat Shatru Arora,
<em>Journal of Thermal Biology</em>,
134(104325): 1-14, Dec 2025. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0306456525002827" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J65]. <strong>UpAttTrans: Upscaled Attention Based Transformer for Facial Image Super-Resolution</strong>,
Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh,
<em>Image and Vision Computing</em>,
163(105731): 1-10, Nov 2025. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0262885625003191" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2310.13216" target="_blank">[pdf]</a>-->
<!--<a style="Color:blue" href="https://github.com/Hemanth-Boyapati/Adaptive-weight-decay-optimizers" target="_blank">[Code]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J64]. <strong>Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks</strong>,
Akshay Jain, Shiv Ram Dubey, Satish Kumar Singh, KC Santosh, and Bidyut Baran Chaudhuri,
<em>IEEE Transactions on Artificial Intelligence</em>,
6(9): 2476-2485, Sept 2025.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10916770" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2409.03458" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/Akshayjain97/Non-Uniform_Illumination" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J63]. <strong>PTSR: Patch Translator for Image Super-Resolution</strong>,
Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh,
<em>Pattern Recognition Letters</em>,
195: 73-79, Sept 2025. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0167865525001503" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2310.13216" target="_blank">[pdf]</a>
<!--<a style="Color:blue" href="https://github.com/Hemanth-Boyapati/Adaptive-weight-decay-optimizers" target="_blank">[Code]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J62]. <strong>Adaptive Optimizers using Second-Order Weight Decoupling and Gradient-Aware Weight Decay for Vision Transformer</strong>,
Boyapati Hemanth Sai, Snehasis Mukherjee, and Shiv Ram Dubey,
<em>Machine Vision and Applications</em>,
36(68): 1-14, April 2025. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00138-025-01686-9" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2409.03458" target="_blank">[pdf]</a>-->
<a style="Color:blue" href="https://github.com/Hemanth-Boyapati/Adaptive-weight-decay-optimizers" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C44]. <strong>ThreatNet: Multimodal Firearm Threat Assessment Network</strong>,
Albert Mundu, Satish Kumar Singh, and Shiv Ram Dubey,
<em>12th IEEE UP Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)</em>,
IIT BHU, Dec 2025.
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C43]. <strong>Patch Attention Excitation Based Vision Transformer for Small-Sized Datasets</strong>,
Akash Verma, Shiv Ram Dubey, and Satish Kumar Singh,
<em>50th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)</em>,
April 2025.
<a style="Color:blue" href="https://ieeexplore.ieee.org/abstract/document/10888545" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://ieeecai.org/2024/wp-content/pdfs/540900a008/540900a008.pdf" target="_blank">[pdf]</a>-->
<a style="Color:blue" href="https://github.com/AkashVermaIN/PAEViT" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C42]. <strong>Image Super-Resolution using GAN based Vision Transformer</strong>,
Neeraj Baghel and Shiv Ram Dubey,
<em>3rd International Conference on Disruptive Technologies (ICDT)</em>,
March 2025. (IEEE)
<a style="Color:blue" href="https://ieeexplore.ieee.org/abstract/document/10986656" target="_blank">[link]</a>
</li>
</ul>
<h2>2024</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J61]. <strong>ISA-GAN: Inception based Self-Attentive Encoder-Decoder Network for Face Synthesis using Delineated Facial Images</strong>,
Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey,
<em>The Visual Computer</em>,
40(11): 8205–8225, Nov 2024. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00371-023-03233-x" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2024_ISA-GAN_TVC.pdf" target="_blank">[pdf]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J60]. <strong>Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey</strong>,
Shiv Ram Dubey and Satish Kumar Singh,
<em>IEEE Transactions on Artificial Intelligence (TAI)</em>,
5(10): 4851 - 4867, Oct 2024.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10538272" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2302.08641" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J59]. <strong>ETransCap: Efficient Transformer for Image Captioning</strong>,
Albert Mundu, Satish Kumar Singh, and Shiv Ram Dubey,
<em>Applied Intelligence</em>,
54(21): 10748–10762, August 2024. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s10489-024-05739-w" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2302.08641" target="_blank">[pdf]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J58]. <strong>Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer</strong>,
S.H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, and Shiv Ram Dubey,
<em>Multimedia Systems</em>,
30(2): 81, April 2024. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00530-024-01271-6" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2205.05967.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/Debapriya-Tula/TASCNet" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J57]. <strong>Deep Model Compression Based on the Training History</strong>,
S.H.Shabbeer Basha, Mohammad Farazuddin, P. Viswanath, Shiv Ram Dubey, and Snehasis Mukherjee,
<em>Neurocomputing, 573: 127257</em>,
March 2024. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0925231224000286" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2102.00160.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J56]. <strong>Frequency Disentangled Residual Network</strong>,
Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Kumar Sanodia, and Wei-Ta Chu,
<em>Multimedia Systems</em>,
30(1): 9, Feb 2024. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00530-023-01232-5" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2109.12556.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J55]. <strong>Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval</strong>,
Satya Rajendra Singh, Shiv Ram Dubey, MS Shruthi, Sairathan Ventrapragada, and Saivamshi Salla Dasharatha,
<em>Multimedia Tools and Applications</em>,
83(1): 1063-1082, Jan 2024. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-023-15400-2" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2105.10262.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C41]. <strong>SRTransGAN: Image Super-Resolution Using Transformer based Generative Adversarial Network</strong>,
Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh,
<em>9th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-93694-4_22" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2312.01999" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C40]. <strong>TranscoderGAN: Transformer-Inception based Encoder-Decoder Generative Adversarial Network for Thermal-Visible Face Transformation</strong>,
Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey,
<em>9th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-93709-5_1" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2312.01999" target="_blank">[pdf]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C39]. <strong>Impact of Color Channel Perturbation Attack on Vision Transformers</strong>,
Ajay Kumar Yadav, Shiv Ram Dubey, Satish Kumar Singh, Anushka Kalwale, Karus Manisha, and Devanshu Gupta,
<em>9th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-93694-4_2" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2312.01999" target="_blank">[pdf]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C38]. <strong>Face Recognition in Selfie Images using Vision Transformer Variants</strong>,
Ajay Kumar Yadav, Shubham Singh, Shiv Ram Dubey, and Satish Kumar Singh,
<em>9th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-93694-4_25" target="_blank">[link]</a>
<!--<a style="Color:blue" href="https://arxiv.org/pdf/2312.01999" target="_blank">[pdf]</a>-->
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C37]. <strong>3D-CMT: 3D-CNN meets Transformer for Hyperspectral Image Classification</strong>,
Sunita Arya, Shiv Ram Dubey, S Manthira Moorthi, Debajyoti Dhar, and Satish Kumar Singh,
<em>Women in Computer Vision Workshop, Asian Conference on Computer Vision (ACCV)</em>,
Hanoi, Vietnam, Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-96-2644-1_23" target="_blank">[link]</a>
<a style="Color:blue" href="https://openaccess.thecvf.com/content/ACCV2024W/WiCV/papers/Arya_3D-CmT_3D-CNN_meets_Transformer_for_Hyperspectral_Image_Classification_ACCVW_2024_paper.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C36]. <strong>Face to Cartoon Incremental Knowledge Distillation for Super-Resolution</strong>,
Trinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, and Abdenour Hadid,
<em>27th International Conference on Pattern Recognition (ICPR)</em>,
Kolkata, Dec 2024.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-78183-4_7" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/abs/2401.15366" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/TRINETRA-DEVKATTE/ISR-KD-Network" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C35]. <strong>Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval</strong>,
Ayush Dubey, Shiv Ram Dubey, Satish Kumar Singh, and Wei-Ta Chu,
<em>IEEE International Conference on Image Processing (IEEE ICIP)</em>,
Abu Dhabi, Oct 2024.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10647126" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2401.15362" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C34]. <strong>3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification</strong>,
Shyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey, and Satish Kumar Singh,
<em>IEEE Conference on Artificial Intelligence (IEEE CAI)</em>,
Singapore, June 2024.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10605285" target="_blank">[link]</a>
<a style="Color:blue" href="https://ieeecai.org/2024/wp-content/pdfs/540900a008/540900a008.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/ShyamVarahagiri/3D-ConvSST" target="_blank">[Code]</a>
<span style="Color:red">(Best Poster Award)</span>
</li>
</ul>
<h2>2023</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J54]. <strong>AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks</strong>,
Shiv Ram Dubey, S.H. Shabbeer Basha, Satish Kumar Singh, and Bidyut Baran Chaudhuri,
<em>IEEE Transactions on Artificial Intelligence (TAI)</em>,
4(6): 1540-1548, Dec 2023.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9896941" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2109.12504.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/AdaInject" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J53]. <strong>TVA-GAN: Attention Guided Generative Adversarial Network For Thermal To Visible Face Transformations</strong>,
Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey,
<em>Neural Computing and Applications</em>,
35(27): 19729–19749, Sept 2023. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00521-023-08724-5" target="_blank">[link]</a>
<a style="Color:blue" href="https://www.techrxiv.org/articles/preprint/TVA-GAN_Attention_Guided_Generative_Adversarial_Network_For_Thermal_To_Visible_Face_Transformations/14393243" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/GANGREEK/TVA-GAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J52]. <strong>EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living</strong>,
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, and Balakrishna Gokaraju,
<em>IEEE Transactions on Instrumentation and Measurement</em>,
72: 4007411, May 2023.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10135136" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2301.03325.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/R6JJ4Q" target="_blank">[Dataset]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C33]. <strong>DCT-SwinGAN: Leveraging DCT and Swin Transformer for Face Synthesis from Sketch and Thermal Domains</strong>,
Haresh Kumar Kotadiya, Satish Kumar Singh, Shiv Ram Dubey, and Nand Kumar Yadav,
<em>8th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Nov 2023. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-58174-8_20" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2023_DCT-SwinGAN.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C32]. <strong>WSD: Wild Selfie Dataset for Face Recognition in Selfie Images</strong>,
Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, and Subhash Karthikeya,
<em>8th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Nov 2023. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-58181-6_1" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2302.07245.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/WildSelfieDataset" target="_blank">[WSD Dataset]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C31]. <strong>Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer</strong>,
Ching-Ching Yang, Wei-Ta Chu, and Shiv Ram Dubey,
<em>18th International Conference on Machine Vision Applications (MVA)</em>,
Hamamatsu, Japan, July 2023. (IEEE)
<a style="Color:blue" href="https://ieeexplore.ieee.org/abstract/document/10216160" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2023_Weakly-Supervised_Deep_Image_Hashing_based_on_Cross-Modal_Transformer.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C30]. <strong>AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Bidyut Baran Chaudhuri,
<em>IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)</em>,
Jan 2023.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/10030799" target="_blank">[link]</a>
<a style="Color:blue" href="https://openaccess.thecvf.com/content/WACV2023/papers/Dubey_AdaNorm_Adaptive_Gradient_Norm_Correction_Based_Optimizer_for_CNNs_WACV_2023_paper.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/AdaNorm" target="_blank">[Code]</a>
<a style="Color:blue" href="https://www.youtube.com/watch?v=RuQf8xYFqYM" target="_blank">[YouTube Presentation]</a>
</li>
</ul>
<h2>2022</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J51]. <strong>UFKT: Unimportant Filters Knowledge Transfer for CNN Pruning</strong>,
CH Sarvani, Shiv Ram Dubey, and Mrinmoy Ghorai,
<em>Neurocomputing</em>,
514:101-112, Dec 2022. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0925231222012498" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_UFKT_Neurocomputing.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/sarvanichinthapalli/UFKT" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J50]. <strong>CSA-GAN: Cyclic Synthesized Attention Guided Generative Adversarial Network for Face Synthesis</strong>,
Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey,
<em>Applied Intelligence</em>, 52(11):12704–12723, Sept 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s10489-021-03064-0" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_CSA-GAN.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/GANGREEK/CSA-GAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J49]. <strong>Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Bidyut Baran Chaudhuri,
<em>Neurocomputing</em>, 503:92-108, Sept 2022. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0925231222008426" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2109.14545.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/ActivationFunctions" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J48]. <strong>A Decade Survey of Content Based Image Retrieval using Deep Learning</strong>,
Shiv Ram Dubey,
<em>IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)</em>,
32(5):2687 - 2704, May 2022.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9432822" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2012.00641.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J47]. <strong>MobileAR-GAN: MobileNet based Efficient Attentive Recurrent Generative Adversarial Network for Infrared to Visual Transformations</strong>,
Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey,
<em>IEEE Transactions on Instrumentation and Measurement (TIM)</em>,
71:5009909, April 2022.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9754574" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_MobileAR-GAN_IEEE-TIM.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/GANGREEK/MobileAR-GAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J46]. <strong>HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels</strong>,
CH Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, and SH Shabbeer Basha,
<em>Neural Networks</em>,
147:186-197, March 2022. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0893608021004962" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_HRel-Final.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/sarvanichinthapalli/HRel" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J45]. <strong>EMGHandNet: A Hybrid CNN and Bi-LSTM Architecture for Hand Activity Classification using Surface EMG Signals</strong>,
Naveen Kumar Karnam, Shiv Ram Dubey, Anish Chand Turlapaty, and Balakrishna Gokaraju,
<em>Biocybernetics and Biomedical Engineering</em>,
42(1):325-340, March 2022. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/abs/pii/S0208521622000080" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_CNN-BiLSTM_BBE.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/naveenkarnam86/EMG-signal-classification-EMGHandNet" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J44]. <strong>LEDNet: A Deep Learning Based Ground Sensor Data Monitoring System For Wide Area Precision Agriculture Applications</strong>,
Nehul Rangappa, Yerra Raja Vara Prasad, and Shiv Ram Dubey,
<em>IEEE Sensors Journal</em>,
22(1):842-850, Jan 2022.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9620034" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_LEDNet.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://ieee-dataport.org/documents/lednet-data" target="_blank">[Dataset]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J43]. <strong>Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification</strong>,
Swalpa Kumar Roy, Juan M Haut, Mercedes E Paoletti, Shiv Ram Dubey, and Antonio Plaza,
<em>IEEE Transactions on Geoscience and Remote Sensing (TGRS)</em>,
60:5500615, Jan 2022.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9347550" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_3D-HyperGAMO.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/mhaut/3D-HyperGAMO/" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J42]. <strong>CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation</strong>,
Kancharagunta Kishan Babu and Shiv Ram Dubey,
<em>Journal of Visual Communication and Image Representation (JVCI)</em>,
82:103382, Jan 2022. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S1047320321002522" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2001.05489.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/KishanKancharagunta/CDGAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C29]. <strong>LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks</strong>,
Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, and Bidyut Baran Chaudhuri,
<em>7th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Nov 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-31407-0_35" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1901.05894.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C28]. <strong>T2CI-GAN: Text to Compressed Image generation using Generative Adversarial Network</strong>,
Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, and P. Nagabhushan,
<em>7th International Conference on Computer Vision and Image Processing (CVIP)</em>,
Nov 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-31417-9_23" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2210.03734.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C27]. <strong>Resolution Invariant Face Recognition</strong>,
Priyank Makwana, Satish Kumar Singh, and Shiv Ram Dubey,
<em>International Conference on Computer Vision and Machine Intelligence (CVMI)</em>,
August 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-19-7867-8_58" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_CVMI_Resolution_Invariant_Face_Recognition.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C26]. <strong>Target Detection using Transformer: A study using DETR</strong>,
Akhilesh Kumar, Satish Kumar Singh, and Shiv Ram Dubey,
<em>International Conference on Computer Vision and Machine Intelligence (CVMI)</em>,
August 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-19-7867-8_59" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2022_CVMI_Target_Detection_Transformers.pdf" target="_blank">[pdf]</a>
<span style="Color:red">(IAPR Best Paper Award)</span>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C25]. <strong>Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks</strong>,
Venkata Sai Sumanth Sadu, Shiv Ram Dubey, and Sreeja SR,
<em>International Conference on Computer Vision and Machine Intelligence (CVMI)</em>,
August 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-19-7867-8_5" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2207.09066.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/sumanthsadhu/MC-optimizer" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C24]. <strong>Context Unaware Knowledge Distillation for Image Retrieval</strong>,
Yaswanth Reddy Bytasandram, Shiv Ram Dubey, Rakesh Kumar Sanodiya, and Ravi Ranjan Prasad Karn,
<em>International Conference on Computer Vision and Machine Intelligence (CVMI)</em>,
August 2022. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-19-7867-8_6" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2207.09070.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/satoru2001/CUKDFIR" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C23]. <strong>Vision Transformer Hashing for Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Wei-Ta Chu,
<em>29th IEEE International Conference on Multimedia and Expo (ICME)</em>,
July 2022.
<a style="Color:blue" href="https://ieeexplore.ieee.org/abstract/document/9859900" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2109.12564.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/VisionTransformerHashing" target="_blank">[Code]</a>
</li>
</ul>
<h2>2021</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J41]. <strong>Classification of sEMG Signals of Hand Gestures based on Energy Features</strong>,
Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, and Balakrishna Gokaraju,
<em>Biomedical Signal Processing and Control (BSPC)</em>,
70:102948, September 2021. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S1746809421005450" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2021_BSPC-EnergyFeatures-Paper.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J40]. <strong>AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning</strong>,
Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee,
<em>Neural Computing and Applications (NCAA)</em>,
33:8055–8065, July 2021. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s00521-020-05549-4" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2001.11951.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shabbeersh/AutoFCL" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J39]. <strong>Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval</strong>,
Shiv Ram Dubey and Soumendu Chakraborty,
<em>Multimedia Tools and Applications (MTAP)</em>,
80(15):23181–23206, June 2021. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-020-10269-x" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1804.02051.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/Average-Biased-ReLU" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J38]. <strong>CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation</strong>,
Kancharagunta Kishan Babu and Shiv Ram Dubey,
<em>Expert Systems With Applications (ESWA)</em>,
169:114431, May 2021. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0957417420310940" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1901.03554.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/KishanKancharagunta/CSGAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J37]. <strong>AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning</strong>,
SH Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, and Shiv Ram Dubey,
<em>Neural Networks</em>,
133:112-122, Jan 2021. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0893608020303646" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2005.02165.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/JekyllAndHyde8999/AutoTune_CNN_TransferLearning" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C22]. <strong>Semantic Map Injected GAN Training for Image-to-Image Translation</strong>,
Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, and Sunny Manchanda,
<em>Fourth ICVGIP Workshop on Computer Vision Applications (WCVA)</em>, IIT Jodhpur,
Dec 2021.
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-19-4136-8_16" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2112.01845.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C21]. <strong>MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network</strong>,
Viswanatha Reddy Gajjala, Sai Prasanna Teja Reddy, Snehasis Mukherjee, and Shiv Ram Dubey,
<em>12th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP)</em>, IIT Jodhpur,
Dec 2021. (ACM)
<a style="Color:blue" href="https://dl.acm.org/doi/10.1145/3490035.3490260" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2012.04581.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C20]. <strong>AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images</strong>,
Anirudh Ambati and Shiv Ram Dubey,
<em>6th International Conference on Computer Vision and Image Processing (CVIP)</em>, IIT Ropar,
Dec 2021. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-11346-8_7" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2105.10239.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/AC-CovidNet/" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C19]. <strong>Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net</strong>,
Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, and Satya Raj Vineel Kojjarapu,
<em>6th International Conference on Computer Vision and Image Processing (CVIP)</em>, IIT Ropar,
Dec 2021. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-031-11346-8_4" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2105.13067.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/laxmaniron/MSG-U-Net" target="_blank">[Code]</a>
</li>
</ul>
<h2>2020</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J36]. <strong>diffGrad: An Optimization Method for Convolutional Neural Networks</strong>,
Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, and Bidyut Baran Chaudhuri,
<em>IEEE Transactions on Neural Networks and Learning Systems (TNNLS)</em>,
31(11):4500-4511, Nov 2020.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8939562" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1909.11015.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/diffGrad" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J35]. <strong>PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation</strong>,
Kancharagunta Kishan Babu and Shiv Ram Dubey,
<em>Neurocomputing</em>,
413:41-50, Nov 2020. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0925231220310936" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2002.07082.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/KishanKancharagunta/PCSGAN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J34]. <strong>Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks</strong>,
Jayendra Kantipudi, Shiv Ram Dubey, and Soumendu Chakraborty,
<em>IEEE Transactions on Artificial Intelligence (TAI)</em>,
1(2): 181-191, Oct 2020.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9300232" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2012.14456.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/jayendrakantipudi/Color-Channel-Perturbation-Attack" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J33]. <strong>Local Bit-plane Decoded Convolutional Neural Network Features for Biomedical Image Retrieval</strong>,
Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, and Bidyut Baran Chaudhuri,
<em>Neural Computing and Applications (NCAA)</em>,
32(11):7539-7551, June 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007%2Fs00521-019-04279-6" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2020_LBpDAD.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J32]. <strong>FuSENet: Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification</strong>,
Swalpa Kumar Roy, Shiv Ram Dubey, Subhrasankar Chatterjee, and Bidyut Baran Chaudhuri,
<em>IET Image Processing</em>,
14(8):1653-1661, June 2020.
<a style="Color:blue" href="https://digital-library.theiet.org/content/journals/10.1049/iet-ipr.2019.1462" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2020_FuSENet_IET-ImageProcessing.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/swalpa/FuSENet" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J31]. <strong>LDOP: Local Directional Order Pattern for Robust Face Retrieval</strong>,
Shiv Ram Dubey and Snehasis Mukherjee,
<em>Multimedia Tools and Applications (MTAP)</em>,
79(9-10):6363-6382, March 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-019-08370-x" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/ftp/arxiv/papers/1803/1803.07441.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2020_LDOP.m" target="_blank">[LDOP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J30]. <strong>HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification</strong>,
Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, and Bidyut Baran Chaudhuri,
<em>IEEE Geoscience and Remote Sensing Letters (GRSL)</em>,
17(2):277-281, Feb 2020.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8736016" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1902.06701.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/gokriznastic/HybridSN" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J29]. <strong>Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification</strong>,
SH Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee,
<em>Neurocomputing</em>,
378:112-119, Feb 2020. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0925231219313803?via%3Dihub" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1902.02771.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shabbeersh/Impact-of-FC-layers" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J28]. <strong>Local Jet Pattern: A Robust Descriptor for Texture Classification</strong>,
Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Dipak Kumar Ghosh, and Shiv Ram Dubey,
<em>Multimedia Tools and Applications (MTAP)</em>,
79(7-8):4783–4809, Feb 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-018-6559-3" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1711.10921.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J27]. <strong>Unconstrained Texture Classification Using Efficient Jet Texton Learning</strong>,
Swalpa Kumar Roy, Dipak Kumar Ghosh, Shiv Ram Dubey, Siddhartha Bhattacharyya, and Bidyut Baran Chaudhuri,
<em>Applied Soft Computing (ASoC)</em>,
86:105910, Jan 2020. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S156849461930691X" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2020-JTL-ASOC.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/swalpa/JetTexton" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C18]. <strong>On the Performance of Convolutional Neural Networks under High and Low Frequency Information</strong>,
Roshan Reddy and Shiv Ram Dubey,
<em>5th International Conference on Computer Vision & Image Processing (CVIP)</em>,
Dec 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-16-1103-2_19" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/2011.06496.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C17]. <strong>Hard-Mining Loss based Convolutional Neural Network for Face Recognition</strong>,
Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey,
<em>5th International Conference on Computer Vision & Image Processing (CVIP)</em>,
Dec 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-16-1103-2_7" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1908.09747.pdf" target="_blank">[pdf]</a>
<span style="Color:red">(Best Paper Award)</span>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C16]. <strong>Visual Question Answering using Deep Learning: A Survey and Performance Analysis</strong>,
Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey,
<em>5th International Conference on Computer Vision & Image Processing (CVIP)</em>,
Dec 2020. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-16-1092-9_7" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1909.01860.pdf" target="_blank">[pdf]</a>
</li>
</ul>
<h2>2019</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J26]. <strong>Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval</strong>,
Shiv Ram Dubey,
<em>Multimedia Tools and Applications (MTAP)</em>,
78(19):28063-28088, Oct 2019. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-019-07908-3" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1709.09518.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2019_LDRP.m" target="_blank">[LDRP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J25]. <strong>Face Retrieval using Frequency Decoded Local Descriptor</strong>,
Shiv Ram Dubey,
<em>Multimedia Tools and Applications (MTAP)</em>,
78(12):16411-16431, June 2019. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-018-7028-8" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1709.06508.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2019_FDLBP.m" target="_blank">[FDLBP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J24]. <strong>Local ZigZag Max Histograms of Pooling Pattern for Texture Classification</strong>,
Swalpa Kumar Roy, Shiv Ram Dubey, and Bidyut Baran Chaudhuri,
<em>IET Electronics Letters (ELL)</em>,
55(7):382-384, April 2019.
<a style="Color:blue" href="https://digital-library.theiet.org/content/journals/10.1049/el.2018.7631" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2019_LZMHPP.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C15]. <strong>NASIB: Neural Architecture Search withIn Budget</strong>,
Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, and Debo Dutta,
<em>NeurIPS Workshop on Meta-Learning (MetaLearn)</em>,
Vancouver, Canada, Dec 2019.
<a style="Color:blue" href="https://meta-learn.github.io/2019/" target="_blank">[link]</a>
<a style="Color:blue" href="https://meta-learn.github.io/2019/papers/metalearn2019-singhv2.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1910.08665.pdf" target="_blank">[arXiv version]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C14]. <strong>A Performance Comparison of Loss Functions for Deep Face Recognition</strong>,
Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey,
<em>7th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG)</em>,
India, Dec 2019. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007%2F978-981-15-8697-2_30" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1901.05903.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C13]. <strong>Dual CNN Models for Unsupervised Monocular Depth Estimation</strong>,
Vamshi Krishna Repala and Shiv Ram Dubey,
<em>8th International Conference on Pattern Recognition and Machine Intelligence (PReMI)</em>,
India, Dec 2019. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-3-030-34869-4_23" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1804.06324.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/ishmav16/Dual-CNN-Models-for-Unsupervised-Monocular-Depth-Estimation" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C12]. <strong>PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition</strong>,
Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey,
<em>3rd IEEE Conference on Information and Communication Technology (CICT)</em>,
India, Dec 2019.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9066169" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1912.10946.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C11]. <strong>LEDCOM: A Novel and Efficient LED Based Communication for Precision Agriculture</strong>,
K V Sai Vineeth, Raja Vara Prasad, Shiv Ram Dubey, and Hrishikesh Venkataraman,
<em>3rd IEEE Conference on Information and Communication Technology (CICT)</em>,
India, Dec 2019.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/9066177" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2019_LEDCOM_A_Novel_and_Efficient_LED_Based_Communication_for_Precision_Agriculture.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C10]. <strong>Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks</strong>,
Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, and Snehasis Mukherjee,
<em>IEEE International Joint Conference on Neural Networks (IJCNN)</em>,
Budapest, Hungary, July 2019.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8852419" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1904.01390.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/bogireddytejareddy/micro-expression-recognition" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C9]. <strong>A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing</strong>,
Chaitanya Nagpal and Shiv Ram Dubey,
<em>IEEE International Joint Conference on Neural Networks (IJCNN)</em>,
Budapest, Hungary, July 2019.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8852422" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1805.04176.pdf" target="_blank">[pdf]</a>
</li>
</ul>
<h2>2018</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J23]. <strong>Local Morphological Pattern: A Scale Space Shape Descriptor for Texture Classification</strong>,
Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Dipak Kumar Ghosh, and Shiv Ram Dubey,
<em>Digital Signal Processing (DSP)</em>,
82:152-165, Nov 2018. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S1051200418305232" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2018-LMP-DSP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/swalpa/LMP" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J22]. <strong>Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification</strong>,
Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Soumitro Banerjee, Dipak Kumar Ghosh, and Shiv Ram Dubey,
<em>Pattern Recognition Letters (PRL)</em>,
108:23-30, June 2018. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0167865518300709" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2018-LDZP-PRL.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/swalpa/LDZP" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C8]. <strong>RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification</strong>,
SH Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee,
<em>15th International Conference on Control, Automation, Robotics and Vision (ICARCV)</em>,
Singapore, Nov 2018. (IEEE)
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8581147" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1810.02797.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shabbeersh/RCCNet" target="_blank">[Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C7]. <strong>A Multi-Face Challenging Dataset for Robust Face Recognition</strong>,
Shiv Ram Dubey and Snehasis Mukherjee,
<em>15th International Conference on Control, Automation, Robotics and Vision (ICARCV)</em>,
Singapore, Nov 2018. (IEEE)
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8581283" target="_blank">[link]</a>
<a style="Color:blue" href="https://arxiv.org/pdf/1810.01898.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/shivram1987/WildSelfieDataset" target="_blank">[Dataset]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C6]. <strong>TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification</strong>,
Swalpa Kumar Roy, Shiv Ram Dubey, Bhabatosh Chanda, and Bidyut Baran Chaudhuri,
<em>3rd International Conference on Computer Vision and Image Processing (CVIP)</em>,
India, Oct 2018. (Springer)
<a style="Color:blue" href="https://link.springer.com/chapter/10.1007/978-981-32-9291-8_22" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2018_CVIP_TexFusionNet.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2018_CVIP_TexFusionNet_Poster.pdf" target="_blank">[Poster]</a>
</li>
</ul>
<h2>2017</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J21]. <strong>Local SVD based NIR Face Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>Journal of Visual Communication and Image Representation (JVCI)</em>,
49(C):141-152, Nov 2017. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S1047320317301785" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2017_SVD_LBP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2017_SVD-LBP_Poster.pdf" target="_blank">[Poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C5]. <strong>A Complete Dual-Cross Pattern for Unconstrained Texture Classification</strong>,
Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhari, and Shiv Ram Dubey,
<em>IEEE Asian Conference on Pattern Recognition (ACPR)</em>,
China, Nov 2017.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/8575915" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2017_ACPR.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://github.com/swalpa/cDCP/" target="_blank">[Code]</a>
</li>
</ul>
<h2>2016</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J20]. <strong>Multichannel Decoded Local Binary Patterns for Content Based Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE Transactions on Image Processing (TIP)</em>,
25(9):4018-4032, Sept 2016.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/7486086" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_mdLBP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_mdLBP_Poster.pdf" target="_blank">[poster]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_mdLBP.m" target="_blank">[mdLBP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J19]. <strong>Local Bit-plane Decoded Pattern: A Novel Feature Descriptor for Biomedical Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE Journal of Biomedical and Health Informatics (JBHI)</em>,
20(4):1139-1147, July 2016.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/7112464" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_LBDP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_LBDP_Poster.pdf" target="_blank">[poster]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_LBDP.m" target="_blank">[LBDP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J18]. <strong>Novel Local Bit-plane Dissimilarity Pattern for Computed Tomography Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IET Electronics Letters (ELL)</em>,
52(15):1290-1292, July 2016.
<a style="Color:blue" href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/el.2016.1206" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_LBDISP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_LBDISP_Poster.pdf" target="_blank">[poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J17]. <strong>Apple Disease Classification using Color, Texture and Shape Features from Images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>Signal, Image and Video Processing (SiVP)</em>,
10(5):819-826, July 2016. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11760-015-0821-1" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2016_Apple_disease_classification_using_color_texture_shape.pdf" target="_blank">[pdf]</a>
</li>
</ul>
<h2>2015</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J16]. <strong>Local Wavelet Pattern: A New Feature Descriptor for Image Retrieval in Medical CT Databases</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE Transactions on Image Processing (TIP)</em>,
24(12):5892-5903, Dec 2015.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/7302044" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LWP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LWP_Poster.pdf" target="_blank">[poster]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LWP.m" target="_blank">[LWP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J15]. <strong>A Multi-channel Based Illumination Compensation Mechanism for Brightness Invariant Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>Multimedia Tools and Applications (MTAP)</em>,
74(24):11223-11253, Dec 2015. (Springer)
<a style="Color:blue" href="https://link.springer.com/article/10.1007/s11042-014-2226-5" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_A_multichannel_based_illumination_compensation_mechanism.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_Illu-Comp_Poster.pdf" target="_blank">[poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J14]. <strong>Local Diagonal Extrema Pattern: A New and Efficient Feature Descriptor for CT Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE Signal Processing Letters (SPL)</em>,
22(9):1215-1219, Sept 2015.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/7009996" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LDEP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LDEP_Poster.pdf" target="_blank">[poster]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LDEP.m" target="_blank">[LDEP Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J13]. <strong>Rotation and Scale Invariant Hybrid Image Descriptor and Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>Computers and Electrical Engineering (COMPELENG)</em>,
46:288-302, Aug 2015. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S0045790615001391" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_RSHD.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_RSHD_Poster.pdf" target="_blank">[poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J12]. <strong>Local Neighbourhood-based Robust Colour Occurrence Descriptor for Colour Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IET Image Processing (IET-IP)</em>,
9(7):578-586, July 2015.
<a style="Color:blue" href="https://ietresearch.onlinelibrary.wiley.com/doi/10.1049/iet-ipr.2014.0769" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LCOD.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LCOD_Poster.pdf" target="_blank">[poster]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_LCOD.m" target="_blank">[LCOD Code]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J11]. <strong>Fruit and Vegetable Recognition by Fusing Colour and Texture Features of the Image using Machine Learning</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>International Journal of Applied Pattern Recognition (IJAPR)</em>,
2(2):160-181, May 2015. (Inderscience)
<a style="Color:blue" href="https://www.inderscience.com/info/inarticle.php?artid=69538" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J10]. <strong>Identity Verification using Shape and Geometry of Human Hands</strong>,
Shefali Sharma, Shiv Ram Dubey, Satish Kumar Singh, Rajiv Saxena, and Rajat Kumar Singh,
<em>Expert Systems with Applications (ESWA)</em>,
42(2):821-832, Feb 2015. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S095741741400534X" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_ESWA.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_ESWA_Poster.pdf" target="_blank">[poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C4]. <strong>Boosting Local Binary Pattern with Bag-of-Filters for Content Based Image Retrieval</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE UP Section Conference (UPCON)</em>,
Dec 2015.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/7456703" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_BoF-LBP.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2015_BoF-LBP_Poster.pdf" target="_blank">[poster]</a>
<span style="Color:red">(Best Paper Award)</span>
</li>
</ul>
<h2>2014</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J9]. <strong>Rotation and Illumination Invariant Interleaved Intensity Order Based Local Descriptor</strong>,
Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh,
<em>IEEE Transactions on Image Processing (TIP)</em>,
23(12):5323-5333, Dec 2014.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/6901286" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2014_IOLD.pdf" target="_blank">[pdf]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2014_IOLD_Poster.pdf" target="_blank">[poster]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J8]. <strong>Application of Image Processing in Fruit and Vegetable Analysis: A Review</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>Journal of Intelligent Systems (JISYS)</em>,
24(4):405-424, Dec 2014. (Scopus)
<a style="Color:blue" href="https://www.degruyter.com/document/doi/10.1515/jisys-2014-0079/html" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J7]. <strong>Emotion Recognition from Facial Expressions Based on Multi-level Classification</strong>,
Deve Drume Agrawal, Shiv Ram Dubey, and Anand Singh Jalal,
<em>International Journal of Computational Vision and Robotics (IJCVR)</em>,
4(4):365-389, Oct 2014. (Inderscience)
<a style="Color:blue" href="https://www.inderscience.com/info/inarticle.php?artid=65571" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J6]. <strong>Fusing Color and Texture Cues to Identify the Fruit Diseases Using Images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>International Journal of Computer Vision and Image Processing (IJCVIP)</em>,
4(2):52-67, 2014. (IGI-Global)
<a style="Color:blue" href="https://www.igi-global.com/article/fusing-color-and-texture-cues-to-identify-the-fruit-diseases-using-images/115839" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J5]. <strong>Fruit Disease Recognition using Improved Sum and Difference Histogram from Images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>International Journal of Applied Pattern Recognition (IJAPR)</em>,
1(2):199-220, July 2014. (Inderscience)
<a style="Color:blue" href="https://www.inderscience.com/info/inarticle.php?artid=63759" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[BC1]. <strong>Automatic fruit disease classification using images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies</em>,
82-100, 2014. (IGI-Global) (Scopus)
<a style="Color:blue" href="https://www.igi-global.com/chapter/automatic-fruit-disease-classification-using-images/108411" target="_blank">[link]</a>
</li>
</ul>
<h2>2013</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J4]. <strong>Species and Variety Detection of Fruits and Vegetables from Images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>International Journal of Applied Pattern Recognition (IJAPR)</em>,
1(1):108-126, Feb 2013. (Inderscience)
<a style="Color:blue" href="https://www.inderscience.com/info/inarticle.php?artid=52343" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J3]. <strong>Human Activity Recognition Using Gait Pattern</strong>,
Jay Prakash Gupta, Nishant Singh, Pushkar Dixit, Vijay Bhaskar Semwal, and Shiv Ram Dubey,
<em>International Journal of Computer Vision and Image Processing (IJCVIP)</em>,
3(3):31-53, 2013. (IGI-Global)
<a style="Color:blue" href="https://www.igi-global.com/article/human-activity-recognition-using-gait-pattern/95969" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[J2]. <strong>Infected Fruit Part Detection using K-Means Clustering Segmentation Technique</strong>,
Shiv Ram Dubey, Pushkar Dixit, Nishant Singh, and Jay Prakash Gupta,
<em>International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI)</em>,
2(2):65-72, 2013. (SCIE)
<a style="Color:blue" href="https://www.ijimai.org/journal/bibcite/reference/2417" target="_blank">[link]</a>
<a style="Color:blue" href="https://www.ijimai.org/journal/sites/default/files/files/2013/06/ijimai20132_2_9_pdf_10021.pdf" target="_blank">[pdf]</a>
</li>
</ul>
<h2>2012</h2>
<ul>
<li class="pub" style="margin-bottom:0.5em;">
[J1]. <strong>Adapted Approach for Fruit Disease Identification using Images</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>International Journal of Computer Vision and Image Processing (IJCVIP)</em>,
2(3):44-58, 2012. (IGI-Global)
<a style="Color:blue" href="https://www.igi-global.com/article/adapted-approach-fruit-disease-identification/74800" target="_blank">[link]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C3]. <strong>Robust Approach for Fruit and Vegetable Classification</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>Procedia Engineering</em>,
38:3449-3453, 2012. (Elsevier)
<a style="Color:blue" href="https://www.sciencedirect.com/science/article/pii/S1877705812023119" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2012_ISADH.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C2]. <strong>Detection and Classification of Apple Fruit Diseases Using Complete Local Binary Patterns</strong>,
Shiv Ram Dubey and Anand Singh Jalal,
<em>3rd IEEE International Conference on Computer and Communication Technology (ICCCT)</em>,
Nov 2012.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/6394725" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2012_Detection_and_Classification_of_Apple_Fruit_Diseases_using_Complete_Local_Binary_Patterns.pdf" target="_blank">[pdf]</a>
</li>
<li class="pub" style="margin-bottom:0.5em;">
[C1]. <strong>Semantic Image Retrieval by Combining Color, Texture and Shape Features</strong>,
Nishant Singh, Shiv Ram Dubey, Pushkar Dixit, and Jay Prakash Gupta,
<em>IEEE International Conference on Computing Sciences (ICCS)</em>,
Sept 2012.
<a style="Color:blue" href="https://ieeexplore.ieee.org/document/6391657" target="_blank">[link]</a>
<a style="Color:blue" href="https://profile.iiita.ac.in/srdubey/publications/2012_Semantic_Image_Retrieval_by_Combining_Color_Texture_and_Shape_Features.pdf" target="_blank">[pdf]</a>
</li>
</ul>
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