Publications

2024

• [J61]. ISA-GAN: Inception based Self-Attentive Encoder-Decoder Network for Face Synthesis using Delineated Facial Images, Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey, The Visual Computer, 40(11): 8205–8225, Nov 2024. (Springer) [link]
• [J60]. Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey, Shiv Ram Dubey and Satish Kumar Singh, IEEE Transactions on Artificial Intelligence (TAI), 5(10): 4851 - 4867, Oct 2024. [link] [pdf]
• [J59]. ETransCap: Efficient Transformer for Image Captioning, Albert Mundu, Satish Kumar Singh, and Shiv Ram Dubey, Applied Intelligence, 54(21): 10748–10762, August 2024. (Springer) [link]
• [J58]. Target Aware Network Architecture Search and Compression for Efficient Knowledge Transfer, S.H. Shabbeer Basha, Debapriya Tula, Sravan Kumar Vinakota, and Shiv Ram Dubey, Multimedia Systems, 30(2): 81, April 2024. (Springer) [link] [pdf] [Code]
• [J57]. Deep Model Compression Based on the Training History, S.H.Shabbeer Basha, Mohammad Farazuddin, P. Viswanath, Shiv Ram Dubey, and Snehasis Mukherjee, Neurocomputing, 573: 127257, March 2024. (Elsevier) [link] [pdf]
• [J56]. Frequency Disentangled Residual Network, Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Kumar Sanodia, and Wei-Ta Chu, Multimedia Systems, 30(1): 9, Feb 2024. (Springer) [link] [pdf]
• [J55]. Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval, Satya Rajendra Singh, Shiv Ram Dubey, MS Shruthi, Sairathan Ventrapragada, and Saivamshi Salla Dasharatha, Multimedia Tools and Applications, 83(1): 1063-1082, Jan 2024. (Springer) [link] [pdf]
• [C41]. SRTransGAN: Image Super-Resolution Using Transformer based Generative Adversarial Network, Neeraj Baghel, Shiv Ram Dubey, and Satish Kumar Singh, 9th International Conference on Computer Vision and Image Processing (CVIP), Dec 2024. (Accepted) [pdf]
• [C40]. TranscoderGAN: Transformer-Inception based Encoder-Decoder Generative Adversarial Network for Thermal-Visible Face Transformation, Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey, 9th International Conference on Computer Vision and Image Processing (CVIP), Dec 2024. (Accepted)
• [C39]. Impact of Color Channel Perturbation Attack on Vision Transformers, Ajay Kumar Yadav, Shiv Ram Dubey, Satish Kumar Singh, Anushka Kalwale, Karus Manisha, and Devanshu Gupta, 9th International Conference on Computer Vision and Image Processing (CVIP), Dec 2024. (Accepted)
• [C38]. Face Recognition in Selfie Images using Vision Transformer Variants, Ajay Kumar Yadav, Shubham Singh, Shiv Ram Dubey, and Satish Kumar Singh, 9th International Conference on Computer Vision and Image Processing (CVIP), Dec 2024. (Accepted)
• [C37]. 3D-CMT: 3D-CNN meets Transformer for Hyperspectral Image Classification, Sunita Arya, Shiv Ram Dubey, S Manthira Moorthi, Debajyoti Dhar, and Satish Kumar Singh, Women in Computer Vision Workshop, Asian Conference on Computer Vision (ACCV), Hanoi, Vietnam, Dec 2024.
• [C36]. Face to Cartoon Incremental Knowledge Distillation for Super-Resolution, Trinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, and Abdenour Hadid, 27th International Conference on Pattern Recognition (ICPR), Kolkata, Dec 2024. [pdf]
• [C35]. Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval, Ayush Dubey, Shiv Ram Dubey, Satish Kumar Singh, and Wei-Ta Chu, IEEE International Conference on Image Processing (IEEE ICIP), Abu Dhabi, Oct 2024. [pdf]
• [C34]. 3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification, Shyam Varahagiri, Aryaman Sinha, Shiv Ram Dubey, and Satish Kumar Singh, IEEE Conference on Artificial Intelligence (IEEE CAI), Singapore, June 2024. [link] [pdf] [Code] (Best Poster Award)

2023

• [J54]. AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks, Shiv Ram Dubey, S.H. Shabbeer Basha, Satish Kumar Singh, and Bidyut Baran Chaudhuri, IEEE Transactions on Artificial Intelligence (TAI), 4(6): 1540-1548, Dec 2023. [link] [pdf] [Code]
• [J53]. TVA-GAN: Attention Guided Generative Adversarial Network For Thermal To Visible Face Transformations, Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey, Neural Computing and Applications, 35(27): 19729–19749, Sept 2023. (Springer) [link] [pdf] [Code]
• [J52]. EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living, Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, and Balakrishna Gokaraju, IEEE Transactions on Instrumentation and Measurement, 72: 4007411, May 2023. [link] [pdf] [Dataset]
• [C33]. DCT-SwinGAN: Leveraging DCT and Swin Transformer for Face Synthesis from Sketch and Thermal Domains, Haresh Kumar Kotadiya, Satish Kumar Singh, Shiv Ram Dubey, and Nand Kumar Yadav, 8th International Conference on Computer Vision and Image Processing (CVIP), Nov 2023. (Springer) [link] [pdf]
• [C32]. WSD: Wild Selfie Dataset for Face Recognition in Selfie Images, Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, and Subhash Karthikeya, 8th International Conference on Computer Vision and Image Processing (CVIP), Nov 2023. (Springer) [link] [pdf] [WSD Dataset]
• [C31]. Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer, Ching-Ching Yang, Wei-Ta Chu, and Shiv Ram Dubey, 18th International Conference on Machine Vision Applications (MVA), Hamamatsu, Japan, July 2023. (IEEE) [link] [pdf]
• [C30]. AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs, Shiv Ram Dubey, Satish Kumar Singh, and Bidyut Baran Chaudhuri, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Jan 2023. [link] [pdf] [Code] [YouTube Presentation]

2022

• [J51]. UFKT: Unimportant Filters Knowledge Transfer for CNN Pruning, CH Sarvani, Shiv Ram Dubey, and Mrinmoy Ghorai, Neurocomputing, 514:101-112, Dec 2022. (Elsevier) [link] [pdf] [Code]
• [J50]. CSA-GAN: Cyclic Synthesized Attention Guided Generative Adversarial Network for Face Synthesis, Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey, Applied Intelligence, 52(11):12704–12723, Sept 2022. (Springer) [link] [pdf] [Code]
• [J49]. Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark, Shiv Ram Dubey, Satish Kumar Singh, and Bidyut Baran Chaudhuri, Neurocomputing, 503:92-108, Sept 2022. (Elsevier) [link] [pdf] [Code]
• [J48]. A Decade Survey of Content Based Image Retrieval using Deep Learning, Shiv Ram Dubey, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 32(5):2687 - 2704, May 2022. [link] [pdf]
• [J47]. MobileAR-GAN: MobileNet based Efficient Attentive Recurrent Generative Adversarial Network for Infrared to Visual Transformations, Nand Kumar Yadav, Satish Kumar Singh, and Shiv Ram Dubey, IEEE Transactions on Instrumentation and Measurement (TIM), 71:5009909, April 2022. [link] [pdf] [Code]
• [J46]. HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels, CH Sarvani, Mrinmoy Ghorai, Shiv Ram Dubey, and SH Shabbeer Basha, Neural Networks, 147:186-197, March 2022. (Elsevier) [link] [pdf] [Code]
• [J45]. EMGHandNet: A Hybrid CNN and Bi-LSTM Architecture for Hand Activity Classification using Surface EMG Signals, Naveen Kumar Karnam, Shiv Ram Dubey, Anish Chand Turlapaty, and Balakrishna Gokaraju, Biocybernetics and Biomedical Engineering, 42(1):325-340, March 2022. (Elsevier) [link] [pdf]
• [J44]. LEDNet: A Deep Learning Based Ground Sensor Data Monitoring System For Wide Area Precision Agriculture Applications, Nehul Rangappa, Yerra Raja Vara Prasad, and Shiv Ram Dubey, IEEE Sensors Journal, 22(1):842-850, Jan 2022. [link] [pdf] [Dataset]
• [J43]. Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification, Swalpa Kumar Roy, Juan M Haut, Mercedes E Paoletti, Shiv Ram Dubey, and Antonio Plaza, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 60:5500615, Jan 2022. [link] [pdf] [Code]
• [J42]. CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation, Kancharagunta Kishan Babu and Shiv Ram Dubey, Journal of Visual Communication and Image Representation (JVCI), 82:103382, Jan 2022. (Elsevier) [link] [pdf] [Code]
• [C29]. LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks, Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, and Bidyut Baran Chaudhuri, 7th International Conference on Computer Vision and Image Processing (CVIP), Nov 2022. (Springer) [link] [pdf]
• [C28]. T2CI-GAN: Text to Compressed Image generation using Generative Adversarial Network, Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, and P. Nagabhushan, 7th International Conference on Computer Vision and Image Processing (CVIP), Nov 2022. (Springer) [link] [pdf]
• [C27]. Resolution Invariant Face Recognition, Priyank Makwana, Satish Kumar Singh, and Shiv Ram Dubey, International Conference on Computer Vision and Machine Intelligence (CVMI), August 2022. (Springer) [link] [pdf]
• [C26]. Target Detection using Transformer: A study using DETR, Akhilesh Kumar, Satish Kumar Singh, and Shiv Ram Dubey, International Conference on Computer Vision and Machine Intelligence (CVMI), August 2022. (Springer) [link] [pdf] (IAPR Best Paper Award)
• [C25]. Moment Centralization based Gradient Descent Optimizers for Convolutional Neural Networks, Venkata Sai Sumanth Sadu, Shiv Ram Dubey, and Sreeja SR, International Conference on Computer Vision and Machine Intelligence (CVMI), August 2022. (Springer) [link] [pdf] [Code]
• [C24]. Context Unaware Knowledge Distillation for Image Retrieval, Yaswanth Reddy Bytasandram, Shiv Ram Dubey, Rakesh Kumar Sanodiya, and Ravi Ranjan Prasad Karn, International Conference on Computer Vision and Machine Intelligence (CVMI), August 2022. (Springer) [link] [pdf] [Code]
• [C23]. Vision Transformer Hashing for Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Wei-Ta Chu, 29th IEEE International Conference on Multimedia and Expo (ICME), July 2022. [link] [pdf] [Code]

2021

• [J41]. Classification of sEMG Signals of Hand Gestures based on Energy Features, Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, and Balakrishna Gokaraju, Biomedical Signal Processing and Control (BSPC), 70:102948, September 2021. (Elsevier) [link] [pdf]
• [J40]. AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning, Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee, Neural Computing and Applications (NCAA), 33:8055–8065, July 2021. (Springer) [link] [pdf] [Code]
• [J39]. Average Biased ReLU Based CNN Descriptor for Improved Face Retrieval, Shiv Ram Dubey and Soumendu Chakraborty, Multimedia Tools and Applications (MTAP), 80(15):23181–23206, June 2021. (Springer) [link] [pdf] [Code]
• [J38]. CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation, Kancharagunta Kishan Babu and Shiv Ram Dubey, Expert Systems With Applications (ESWA), 169:114431, May 2021. (Elsevier) [link] [pdf] [Code]
• [J37]. AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning, SH Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, and Shiv Ram Dubey, Neural Networks, 133:112-122, Jan 2021. (Elsevier) [link] [pdf] [Code]
• [C22]. Semantic Map Injected GAN Training for Image-to-Image Translation, Balaram Singh Kshatriya, Shiv Ram Dubey, Himangshu Sarma, Kunal Chaudhary, Meva Ram Gurjar, Rahul Rai, and Sunny Manchanda, Fourth ICVGIP Workshop on Computer Vision Applications (WCVA), IIT Jodhpur, Dec 2021. [link] [pdf]
• [C21]. MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network, Viswanatha Reddy Gajjala, Sai Prasanna Teja Reddy, Snehasis Mukherjee, and Shiv Ram Dubey, 12th Indian Conference on Computer Vision, Graphics and Image Processing (ICVGIP), IIT Jodhpur, Dec 2021. (ACM) [link] [pdf]
• [C20]. AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images, Anirudh Ambati and Shiv Ram Dubey, 6th International Conference on Computer Vision and Image Processing (CVIP), IIT Ropar, Dec 2021. (Springer) [link] [pdf] [Code]
• [C19]. Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net, Kumarapu Laxman, Shiv Ram Dubey, Baddam Kalyan, and Satya Raj Vineel Kojjarapu, 6th International Conference on Computer Vision and Image Processing (CVIP), IIT Ropar, Dec 2021. (Springer) [link] [pdf] [Code]

2020

• [J36]. diffGrad: An Optimization Method for Convolutional Neural Networks, Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, and Bidyut Baran Chaudhuri, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 31(11):4500-4511, Nov 2020. [link] [pdf] [Code]
• [J35]. PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation, Kancharagunta Kishan Babu and Shiv Ram Dubey, Neurocomputing, 413:41-50, Nov 2020. (Elsevier) [link] [pdf] [Code]
• [J34]. Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks, Jayendra Kantipudi, Shiv Ram Dubey, and Soumendu Chakraborty, IEEE Transactions on Artificial Intelligence (TAI), 1(2): 181-191, Oct 2020. [link] [pdf] [Code]
• [J33]. Local Bit-plane Decoded Convolutional Neural Network Features for Biomedical Image Retrieval, Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, and Bidyut Baran Chaudhuri, Neural Computing and Applications (NCAA), 32(11):7539-7551, June 2020. (Springer) [link] [pdf]
• [J32]. FuSENet: Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification, Swalpa Kumar Roy, Shiv Ram Dubey, Subhrasankar Chatterjee, and Bidyut Baran Chaudhuri, IET Image Processing, 14(8):1653-1661, June 2020. [link] [pdf] [Code]
• [J31]. LDOP: Local Directional Order Pattern for Robust Face Retrieval, Shiv Ram Dubey and Snehasis Mukherjee, Multimedia Tools and Applications (MTAP), 79(9-10):6363-6382, March 2020. (Springer) [link] [pdf] [LDOP Code]
• [J30]. HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification, Swalpa Kumar Roy, Gopal Krishna, Shiv Ram Dubey, and Bidyut Baran Chaudhuri, IEEE Geoscience and Remote Sensing Letters (GRSL), 17(2):277-281, Feb 2020. [link] [pdf] [Code]
• [J29]. Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification, SH Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee, Neurocomputing, 378:112-119, Feb 2020. (Elsevier) [link] [pdf] [Code]
• [J28]. Local Jet Pattern: A Robust Descriptor for Texture Classification, Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Dipak Kumar Ghosh, and Shiv Ram Dubey, Multimedia Tools and Applications (MTAP), 79(7-8):4783–4809, Feb 2020. (Springer) [link] [pdf]
• [J27]. Unconstrained Texture Classification Using Efficient Jet Texton Learning, Swalpa Kumar Roy, Dipak Kumar Ghosh, Shiv Ram Dubey, Siddhartha Bhattacharyya, and Bidyut Baran Chaudhuri, Applied Soft Computing (ASoC), 86:105910, Jan 2020. (Elsevier) [link] [pdf] [Code]
• [C18]. On the Performance of Convolutional Neural Networks under High and Low Frequency Information, Roshan Reddy and Shiv Ram Dubey, 5th International Conference on Computer Vision & Image Processing (CVIP), Dec 2020. (Springer) [link] [pdf]
• [C17]. Hard-Mining Loss based Convolutional Neural Network for Face Recognition, Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey, 5th International Conference on Computer Vision & Image Processing (CVIP), Dec 2020. (Springer) [link] [pdf] (Best Paper Award)
• [C16]. Visual Question Answering using Deep Learning: A Survey and Performance Analysis, Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey, 5th International Conference on Computer Vision & Image Processing (CVIP), Dec 2020. (Springer) [link] [pdf]

2019

• [J26]. Local Directional Relation Pattern for Unconstrained and Robust Face Retrieval, Shiv Ram Dubey, Multimedia Tools and Applications (MTAP), 78(19):28063-28088, Oct 2019. (Springer) [link] [pdf] [LDRP Code]
• [J25]. Face Retrieval using Frequency Decoded Local Descriptor, Shiv Ram Dubey, Multimedia Tools and Applications (MTAP), 78(12):16411-16431, June 2019. (Springer) [link] [pdf] [FDLBP Code]
• [J24]. Local ZigZag Max Histograms of Pooling Pattern for Texture Classification, Swalpa Kumar Roy, Shiv Ram Dubey, and Bidyut Baran Chaudhuri, IET Electronics Letters (ELL), 55(7):382-384, April 2019. [link] [pdf]
• [C15]. NASIB: Neural Architecture Search withIn Budget, Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, and Debo Dutta, NeurIPS Workshop on Meta-Learning (MetaLearn), Vancouver, Canada, Dec 2019. [link] [pdf] [arXiv version]
• [C14]. A Performance Comparison of Loss Functions for Deep Face Recognition, Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey, 7th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), India, Dec 2019. (Springer) [link] [pdf]
• [C13]. Dual CNN Models for Unsupervised Monocular Depth Estimation, Vamshi Krishna Repala and Shiv Ram Dubey, 8th International Conference on Pattern Recognition and Machine Intelligence (PReMI), India, Dec 2019. (Springer) [link] [pdf] [Code]
• [C12]. PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition, Yash Srivastava, Vaishnav Murali, and Shiv Ram Dubey, 3rd IEEE Conference on Information and Communication Technology (CICT), India, Dec 2019. [link] [pdf]
• [C11]. LEDCOM: A Novel and Efficient LED Based Communication for Precision Agriculture, K V Sai Vineeth, Raja Vara Prasad, Shiv Ram Dubey, and Hrishikesh Venkataraman, 3rd IEEE Conference on Information and Communication Technology (CICT), India, Dec 2019. [link] [pdf]
• [C10]. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks, Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, and Snehasis Mukherjee, IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 2019. [link] [pdf] [Code]
• [C9]. A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing, Chaitanya Nagpal and Shiv Ram Dubey, IEEE International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, July 2019. [link] [pdf]

2018

• [J23]. Local Morphological Pattern: A Scale Space Shape Descriptor for Texture Classification, Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Dipak Kumar Ghosh, and Shiv Ram Dubey, Digital Signal Processing (DSP), 82:152-165, Nov 2018. (Elsevier) [link] [pdf] [Code]
• [J22]. Local Directional ZigZag Pattern: A Rotation Invariant Descriptor for Texture Classification, Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhuri, Soumitro Banerjee, Dipak Kumar Ghosh, and Shiv Ram Dubey, Pattern Recognition Letters (PRL), 108:23-30, June 2018. (Elsevier) [link] [pdf] [Code]
• [C8]. RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification, SH Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, and Snehasis Mukherjee, 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, Nov 2018. (IEEE) [link] [pdf] [Code]
• [C7]. A Multi-Face Challenging Dataset for Robust Face Recognition, Shiv Ram Dubey and Snehasis Mukherjee, 15th International Conference on Control, Automation, Robotics and Vision (ICARCV), Singapore, Nov 2018. (IEEE) [link] [pdf] [Dataset]
• [C6]. TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification, Swalpa Kumar Roy, Shiv Ram Dubey, Bhabatosh Chanda, and Bidyut Baran Chaudhuri, 3rd International Conference on Computer Vision and Image Processing (CVIP), India, Oct 2018. (Springer) [link] [pdf] [Poster]

2017

• [J21]. Local SVD based NIR Face Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, Journal of Visual Communication and Image Representation (JVCI), 49(C):141-152, Nov 2017. (Elsevier) [link] [pdf] [Poster]
• [C5]. A Complete Dual-Cross Pattern for Unconstrained Texture Classification, Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut Baran Chaudhari, and Shiv Ram Dubey, IEEE Asian Conference on Pattern Recognition (ACPR), China, Nov 2017. [link] [pdf] [Code]

2016

• [J20]. Multichannel Decoded Local Binary Patterns for Content Based Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE Transactions on Image Processing (TIP), 25(9):4018-4032, Sept 2016. [link] [pdf] [poster] [mdLBP Code]
• [J19]. Local Bit-plane Decoded Pattern: A Novel Feature Descriptor for Biomedical Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE Journal of Biomedical and Health Informatics (JBHI), 20(4):1139-1147, July 2016. [link] [pdf] [poster] [LBDP Code]
• [J18]. Novel Local Bit-plane Dissimilarity Pattern for Computed Tomography Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IET Electronics Letters (ELL), 52(15):1290-1292, July 2016. [link] [pdf] [poster]
• [J17]. Apple Disease Classification using Color, Texture and Shape Features from Images, Shiv Ram Dubey and Anand Singh Jalal, Signal, Image and Video Processing (SiVP), 10(5):819-826, July 2016. (Springer) [link] [pdf]

2015

• [J16]. Local Wavelet Pattern: A New Feature Descriptor for Image Retrieval in Medical CT Databases, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE Transactions on Image Processing (TIP), 24(12):5892-5903, Dec 2015. [link] [pdf] [poster] [LWP Code]
• [J15]. A Multi-channel Based Illumination Compensation Mechanism for Brightness Invariant Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, Multimedia Tools and Applications (MTAP), 74(24):11223-11253, Dec 2015. (Springer) [link] [pdf] [poster]
• [J14]. Local Diagonal Extrema Pattern: A New and Efficient Feature Descriptor for CT Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE Signal Processing Letters (SPL), 22(9):1215-1219, Sept 2015. [link] [pdf] [poster] [LDEP Code]
• [J13]. Rotation and Scale Invariant Hybrid Image Descriptor and Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, Computers and Electrical Engineering (COMPELENG), 46:288-302, Aug 2015. (Elsevier) [link] [pdf] [poster]
• [J12]. Local Neighbourhood-based Robust Colour Occurrence Descriptor for Colour Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IET Image Processing (IET-IP), 9(7):578-586, July 2015. [link] [pdf] [poster] [LCOD Code]
• [J11]. Fruit and Vegetable Recognition by Fusing Colour and Texture Features of the Image using Machine Learning, Shiv Ram Dubey and Anand Singh Jalal, International Journal of Applied Pattern Recognition (IJAPR), 2(2):160-181, May 2015. (Inderscience) [link]
• [J10]. Identity Verification using Shape and Geometry of Human Hands, Shefali Sharma, Shiv Ram Dubey, Satish Kumar Singh, Rajiv Saxena, and Rajat Kumar Singh, Expert Systems with Applications (ESWA), 42(2):821-832, Feb 2015. (Elsevier) [link] [pdf] [poster]
• [C4]. Boosting Local Binary Pattern with Bag-of-Filters for Content Based Image Retrieval, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE UP Section Conference (UPCON), Dec 2015. [link] [pdf] [poster] (Best Paper Award)

2014

• [J9]. Rotation and Illumination Invariant Interleaved Intensity Order Based Local Descriptor, Shiv Ram Dubey, Satish Kumar Singh, and Rajat Kumar Singh, IEEE Transactions on Image Processing (TIP), 23(12):5323-5333, Dec 2014. [link] [pdf] [poster]
• [J8]. Application of Image Processing in Fruit and Vegetable Analysis: A Review, Shiv Ram Dubey and Anand Singh Jalal, Journal of Intelligent Systems (JISYS), 24(4):405-424, Dec 2014. (Scopus) [link]
• [J7]. Emotion Recognition from Facial Expressions Based on Multi-level Classification, Deve Drume Agrawal, Shiv Ram Dubey, and Anand Singh Jalal, International Journal of Computational Vision and Robotics (IJCVR), 4(4):365-389, Oct 2014. (Inderscience) [link]
• [J6]. Fusing Color and Texture Cues to Identify the Fruit Diseases Using Images, Shiv Ram Dubey and Anand Singh Jalal, International Journal of Computer Vision and Image Processing (IJCVIP), 4(2):52-67, 2014. (IGI-Global) [link]
• [J5]. Fruit Disease Recognition using Improved Sum and Difference Histogram from Images, Shiv Ram Dubey and Anand Singh Jalal, International Journal of Applied Pattern Recognition (IJAPR), 1(2):199-220, July 2014. (Inderscience) [link]
• [BC1]. Automatic fruit disease classification using images, Shiv Ram Dubey and Anand Singh Jalal, Computer Vision and Image Processing in Intelligent Systems and Multimedia Technologies, 82-100, 2014. (IGI-Global) (Scopus) [link]

2013

• [J4]. Species and Variety Detection of Fruits and Vegetables from Images, Shiv Ram Dubey and Anand Singh Jalal, International Journal of Applied Pattern Recognition (IJAPR), 1(1):108-126, Feb 2013. (Inderscience) [link]
• [J3]. Human Activity Recognition Using Gait Pattern, Jay Prakash Gupta, Nishant Singh, Pushkar Dixit, Vijay Bhaskar Semwal, and Shiv Ram Dubey, International Journal of Computer Vision and Image Processing (IJCVIP), 3(3):31-53, 2013. (IGI-Global) [link]
• [J2]. Infected Fruit Part Detection using K-Means Clustering Segmentation Technique, Shiv Ram Dubey, Pushkar Dixit, Nishant Singh, and Jay Prakash Gupta, International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2(2):65-72, 2013. (SCIE) [link] [pdf]

2012

• [J1]. Adapted Approach for Fruit Disease Identification using Images, Shiv Ram Dubey and Anand Singh Jalal, International Journal of Computer Vision and Image Processing (IJCVIP), 2(3):44-58, 2012. (IGI-Global) [link]
• [C3]. Robust Approach for Fruit and Vegetable Classification, Shiv Ram Dubey and Anand Singh Jalal, Procedia Engineering, 38:3449-3453, 2012. (Elsevier) [link] [pdf]
• [C2]. Detection and Classification of Apple Fruit Diseases Using Complete Local Binary Patterns, Shiv Ram Dubey and Anand Singh Jalal, 3rd IEEE International Conference on Computer and Communication Technology (ICCCT), Nov 2012. [link] [pdf]
• [C1]. Semantic Image Retrieval by Combining Color, Texture and Shape Features, Nishant Singh, Shiv Ram Dubey, Pushkar Dixit, and Jay Prakash Gupta, IEEE International Conference on Computing Sciences (ICCS), Sept 2012. [link] [pdf]