Posts by Collection

Defect Analysis Model for Device Quality Inspection

Walmart & IIT Madras collaboration developing a deep-learning-based defect analysis system.

Portfolio item number 2

Short description of portfolio item number 2

Semantic 3D Human Pose Dictionary

Built a scalable pipeline to learn a unified 3D pose dictionary with semantic captions.

UMPIRE: Unsupervised Temporal Action Localization via Deep Clustering

Developed a fully label-free TAL framework that learns spatio-temporal graph embeddings.

Unsupervised Javelin Motion Phase Segmentation

Built an ASTGCN + SOT framework to automatically detect biomechanical phase transitions.

Biomechanical-phase based Temporal Segmentation in Sports Videos: a Demonstration on Javelin-Throw

Published in IEEE STAR-2025, 2025

Published at IEEE STAR-2025 (2025)

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Graph-Based Unsupervised Temporal Segmentation of Diving Actions

Published in IEEE STAR-2025, 2025

Published at IEEE STAR-2025 (2025)

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UTAL-GNN: Unsupervised Temporal Action Localization using Graph Neural Networks

Published in ICIP Satellite Workshop 2025, 2025

Published at ICIP Satellite Workshop 2025 (2025)

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BoxingVI: A Multi-Modal Benchmark for Boxing Action Recognition and Localization

Published in arXiv 2025, 2025

Published at arXiv 2025 (2025)

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Label-Free Skeleton-based Temporal Action Localization through Spectral Analysis

Published in Under Review, 2026

Label-Free Skeleton-based Temporal Action Localization through Spectral Analysis (Under Review)

Throwing4: A Phase-Aligned Benchmark for Fine-Grained Throwing Analysis and Score Prediction

Published in Under Review, 2026

Throwing4: A Phase-Aligned Benchmark for Fine-Grained Throwing Analysis and Score Prediction (Under Review)