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 Global Innovation and Technology Alliance (GITA) - India-Taiwan project. He has also executed the projects funded by DRDO Young Scientist Lab in Artificial Intelligence (DYSL-AI) and Science and Engineering Research Board (SERB). He was a recipient of several awards including Best PhD Award in PhD Symposium, IEEE-CICT2017 at IIITM Gwalior and NVIDIA GPU Grant Award Twice from NVIDIA. He received the Outstanding Certificate of Reviewing Award from Information Fusion, Elsevier in 2018. He also received the Best Paper Award in IAPR CVIP 2020 and IEEE UPCON 2015 conferences.

Updates

July 17-21, 2023

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

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

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

August 08-13, 2022

CVBL 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

CVBL, 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