Search Results for author: Tapan Kumar Gandhi

Found 7 papers, 1 papers with code

Efficient Video Summarization Framework using EEG and Eye-tracking Signals

no code implementations27 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.

EEG Video Summarization

Understanding Character Recognition using Visual Explanations Derived from the Human Visual System and Deep Networks

no code implementations10 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.

Reorganization of resting state brain network functional connectivity across human brain developmental stages

no code implementations16 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.

Brain Connectivity Features-based Age Group Classification using Temporal Asynchrony Audio-Visual Integration Task

no code implementations13 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.

EEG

Integrating Human Vision Perception in Vision Transformers for Classifying Waste Items

no code implementations19 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%.

Classification

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