edge computing 1passenger behavior detection 1transit surveillance 1video analytics 1vision-language models 1zero-shot learning 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
GHR-VLM: Making Zero-Shot Transit Video Analytics Realizable with Grounded Hybrid Reasoning
Kaicong Huang, Weiheng Oh, Ruimin Ke +2
The paper introduces GHR-VLM, a framework that combines edge-based visual grounding with a vision‑language model to perform zero‑shot analytics of bus surveillance video, identifyi…
cs.CV2026
iPay: Integrated Payment Action Recognition via Multimodal Networks and Adaptive Spatial Prior Learning
Kaicong Huang, Weiheng Oh, Thomas Guggisberg +1
Automated transit payment analysis is vital for scalable fare auditing and passenger analytics, yet practice still relies on limited manual inspection. Prior vision- and skeleton-b…