Research Interests

Computer Vision, Deep Learning, Image Processing, Biometrics, Medical Imaging, Image Feature Description, Convolutional Neural Networks, Generative Adversarial Networks, Stochastic Gradient Descent Optimizers, Image Retrieval, Image-to-Image Transformation, Biometric Recognition, Texture and Hyperspectral Image Analysis

Professional Biography

Dr. Shiv Ram Dubey has been with the Indian Institute of Information Technology (IIIT), Allahabad since July 2021, where he is currently the Assistant Professor of Information Technology. He was with the Indian Institute of Information Technology (IIIT), Sri City as Assistant Professor from Dec 2016 to July 2021 and Research Scientist from June 2016 to Dec 2016. He received the Ph.D. degree in Computer Vision and Image Processing from Indian Institute of Information Technology, Allahabad in 2016. Before that, from August 2012 to Feb 2013, he was a Project Officer in the Computer Science and Engineering Department at Indian Institute of Technology, Madras (IIT Madras).

Currently, Dr. Dubey is executing the research project funded by IDAPT, IIT-BHU. He has also executed the projects funded by Global Innovation and Technology Alliance (GITA) - India-Taiwan project, DRDO Young Scientist Lab in Artificial Intelligence (DYSL-AI) and Science and Engineering Research Board (SERB). He was a recipient of several awards including Early Career Teacher Award for 2023 by IEEE SPS UP Chapter, Best PhD Award in PhD Symposium, IEEE-CICT2017 at IIITM Gwalior, Best Poster Award at IEEE Conference on AI, 2024 in Singapore, Best Paper Awards at CVIP 2020 and UPCON 2015. He received the Outstanding Certificate of Reviewing Award from Information Fusion, Elsevier in 2018. His research interests include Computer Vision and Deep Learning.

Updates

Jan 03, 2025

I would be talking in 5th Annual Nepal AI School (ANAIS).

Oct 22, 2024

Four papers accepted in 9th CVIP Conference.

October 19-20, 2024

CVB Lab is organizing 3rd IEEE International Conference on Computer Vision and Machine Intelligence (IEEE CVMI). Click here for more details.

Oct 07, 2024

3D-CNN meets Transformer for HSI Classification paper accepted in WiCV Workshop, ACCV 2024.

Aug 06, 2024

Face to Cartoon Incremental Super-Resolution using Knowledge Distillation paper accepted in International Conference on Pattern Recognition (ICPR) 2024.

June 27, 2024

Best Poster Award by IEEE Conference on Artificial Intelligence (IEEE CAI), 2024.

June 07, 2024

Transformer-based Clipped Contrastive Quantization Learning paper accepted in IEEE International Conference on Image Processing (IEEE ICIP) 2024.

May 19, 2024

Transformer-based GAN Survey paper accepted in IEEE Transactions on Artificial Intelligence (IEEE TAI).

March 25, 2024

3D-Convolution Guided Spectral-Spatial Transformer paper accepted in IEEE Conference on Artificial Intelligence (IEEE CAI) 2024.

Jan 17, 2024

TASCNet for Knowledge Transfer paper accepted in Multimedia Systems, Springer

Jan 10, 2024

Deep Model Compression paper accepted in Neurocomputing, Elsevier

Dec 15, 2023

Inception based Self-Attentive Encoder-Decoder Network (ISA-GAN) paper accepted in The Visual Computer, Springer

Oct 07, 2023

Frequency Disentangled Residual Network (FDResNet) paper accepted in Multimedia Systems, Springer

Oct 30-Nov 03, 2023

CVB Lab is organizing the 6th Short Term Course on Advances in Deep Architectures for Signal, Image and Vision Applications (ADASIVA). Click here for more details.

Sept 07, 2023

DCT-SwinGAN paper accepted in 8th International Conference on Computer Vision and Image Processing (CVIP) 2023, Springer

July 17-21, 2023

CVB Lab is organizing IEEE Computational Intelligence Society (CIS) Summer School on Computational Advances in Deep Learning and Applications (CADLA). Click here for more details.

June 25, 2023

Wild Selfie Dataset paper accepted in 8th International Conference on Computer Vision and Image Processing (CVIP) 2023, Springer

June 07, 2023

Congratulations to Nand Yadav for successfully defending his PhD Thesis

May 31, 2023

TVA-GAN paper accepted in Neural Computing and Applications, Springer

April 30, 2023

EMAHA-DB1: sEMG Dataset paper accepted in IEEE Transactions on Instrumentation and Measurement

Oct 10, 2022

AdaNorm Optimizer paper accepted in IEEE WACV 2023 conference

Sept 30, 2022

LiSHT Activation Function paper accepted in CVIP 2022 conference

Sept 25, 2022

Unimportant Filters Knowledge Transfer for CNN Pruning paper accepted in Neurocomputing, Elsevier

Sept 18, 2022

AdaInject Optimizer paper accepted in IEEE Transactions on Artificial Intelligence

August 12-13, 2022

CVB Lab is conducting International Conference on Computer Vision and Machine Intelligence (CVMI). Click here for more details.

August 08-13, 2022

CVB Lab is conducting 5th One Week Short-Term Course on Advances in Deep Architectures for Signal, Image and Vision Applications (ADASIVA). Click here for more details.

June 27, 2022

Survey on Activation Functions in Deep Learning paper accepted in Neurocomputing, Elsevier

March 27, 2022

MobileAR-GAN paper accepted in IEEE Transactions on Instrumentation and Measurement

March 06, 2022

Vision Transformer Hashing paper accepted in IEEE ICME 2022

Feb 23, 2022

Elevated to IEEE Senior Member

Feb 13, 2022

EMGHandNet paper accepted in Biocybernetics and Biomedical Engineering, Elsevier

Dec 23, 2021

Filter Pruning based on High Relevance (HRel) paper accepted in Neural Networks, Elsevier

Dec 06-10, 2021

CVB Lab, IIITA is organizing 4th One-Week Self-Sponsored Short Term Course on Advances in Deep Architectures for Signal, Image & Vision Applications (ADASIVA). Visit Course Website for more details.

Dec 01, 2021

Cyclic Synthesized Attention Guided Generative Adversarial Network (CSA-GAN) paper accepted in Applied Intelligence, Springer

Nov 15, 2021

Semantic Map Injected GAN Training paper accepted in WCVA Workshop of ICVGIP 2021, IIT Jodhpur

Nov 08, 2021

Deep learning based LEDNet for precision agriculture paper accepted in IEEE Sensors Journal

Nov 07, 2021

CDGAN paper accepted in Journal of Visual Communication and Image Representation, Elsevier

Oct 19, 2021

Multi-Scale Gradient based U-Net (MSG U-Net) paper accepted in CVIP 2021 conference, IIT Ropar

Oct 19, 2021

AC-CovidNet paper accepted in CVIP 2021 conference, IIT Ropar

Sept 30, 2021

MERANet paper for Facial Micro-Expression Recognition accepted in ICVGIP 2021 conference, IIT Jodhpur

July 26, 2021

Joined Indian Institute of Information Technology, Allahabad as Assistant Professor

May 28, 2021

sEMG Signals based Hand Gesture Classification paper accepted in Biomedical Signal Processing and Control, Elsevier

May 07, 2021

Image Retrieval using Deep Learning Survey paper accepted in IEEE Transactions on Circuits and Systems for Video Technology

Feb 22-26, 2021

Organized International Research Workshop on Advances in Deep Learning and Applications (WADLA) 2021

Jan 13, 2021

3D-HyperGAMO for HSI Classification paper accepted in IEEE Transactions on Geoscience and Remote Sensing

Dec 17, 2020

Color Channel Perturbation Attack to Fool CNNs paper accepted in IEEE Transactions on Artificial Intelligence