Vinod Kumar
Assistant Professor and Scholl of Computer Science · UPES Dehradun
Research Interests
Hyperspectral Imaging, Deep Learning, Remote Sensing
Biography
I am currently working as an Assistant Professor at the School of Computer Science, UPES, Dehradun. Prior to this, I completed my PhD in Computer Science and Engineering from IIT (BHU) Varanasi, where I specialized in computer vision and deep learning. My PhD research focuses on hyperspectral image classification, aiming to advance spectral-spatial feature extraction techniques for enhanced classification performance. I pursued my PhD under the supervision of Prof. Ravi Shankar Singh.
Education
Ph.D : Indian Institute of Technology BHU Varanasi 2025 Master of Technology: Indian Institute of Technology Kharagpur 2017 Bachelor of Technology: Indian Institute of Technology BHU Varanasi 2014
Recent Scopus Publications
- From Lab to Field: Robustness Analysis of Plant Disease Recognition Models in Uncontrolled Environment
- CKGFLNet: A Fast Hybrid Architecture for Hyperspectral Image Classification Leveraging Kaiming-Gaussian Attention
- Lightweight Logarithmic Group Convolution Network with Polarized Attention for Hyperspectral Image Classification
- Demystifying SAR with attention
- Enhancing Hyperspectral image classification through transformer-based contextualization and novel logarithmic convolutional techniques
Links
- ORCID https://orcid.org/0000-0003-2062-6847
- Google Scholar https://scholar.google.com/citations?user=D6g-3BAAAAAJ
- Scopus https://www.scopus.com/authid/detail.uri?authorId=57819257000
- Personal Weblink https://vidwan.inflibnet.ac.in/profile/676069