no code implementations • 19 Dec 2023 • Akshat Kishore Shrivastava, Tapan Kumar Gandhi
This novel methodology surpasses the standard Vision Transformer model in waste classification tasks, exhibiting an improvement with a margin of 2%.
no code implementations • 27 Nov 2023 • Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
We aimed to understand how aging affects brain activation and functional connectivity among hubs during audio-visual tasks.
no code implementations • 13 Apr 2023 • Prerna Singh, Ayush Tripathi, Lalan Kumar, Tapan Kumar Gandhi
A correlation-based functional connectivity analysis is done, and the changes among different age groups including: young (18-25 years), transition from young to middle age (25-33 years), and medium (33-41 years), are observed.
no code implementations • 16 Jun 2022 • Prerna Singh, Tapan Kumar Gandhi, Lalan Kumar
The changes in overall resting-state brain functional connectivity with changes in brain developmental stages have also been explored using BrainNet Viewer.
no code implementations • 10 Aug 2021 • Chetan Ralekar, Shubham Choudhary, Tapan Kumar Gandhi, Santanu Chaudhury
We have used eye-tracking to assay the spatial distribution of information hotspots for humans via fixation maps and an activation mapping technique for obtaining analogous distributions for deep networks through visualization maps.
no code implementations • 27 Jan 2021 • Sai Sukruth Bezugam, Swatilekha Majumdar, Chetan Ralekar, Tapan Kumar Gandhi
Therefore, the proposed paper considers human's role in summarization and introduces human visual attention-based summarization techniques.
1 code implementation • 21 Sep 2020 • Sidharth Gautam, Tapan Kumar Gandhi, B.K. Panigrahi
Hazy environment attenuates the scene radiance and causes difficulty in distinguishing the color and texture of the scene.
Ranked #1 on Single Image Dehazing on UIEB