2 papers
cs.CV2026
SynCrash: A Multi-Stage Pipeline for Zero-Shot Accident Detection and Localization in Traffic Surveillance Video
Arkya Jyoti Bagchi, Ritul Jangir, Varun Raskar
We present SynCrash, a multi-stage pipeline for zero-shot accident detection, spatial localization, and collision-type classification in fixed-view CCTV surveillance video. Our app…
cs.CV2026
OphEdit: Training-Free Text-Guided Editing of Ophthalmic Surgical Videos
Ritul Jangir, Arkya Jyoti Bagchi, Aiman Farooq +3
High-fidelity surgical video generation can greatly improve medical training and the development of AI, adapting these generative models for precise video editing remains a formida…