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Hamza Abid

1 paper hereh-index 234 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.CV1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.CV2026

Geometry-Aware Semantic Reasoning for Training Free Video Anomaly Detection

Ali Zia, Usman Ali, Muhammad Umer Ramzan +3

Training-free video anomaly detection (VAD) has recently emerged as a scalable alternative to supervised approaches, yet existing methods largely rely on static prompting and geome…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.