Shiv Ram Dubey

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

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



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