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Preprint Sep 2026

CamPilot: A Multi-Agent Cinematic Assistant for Camera-Controlled Movie Generation

The integration of large language models (LLMs) into video generation has enabled rapid text-to-video creation and improved visual quality. However, it still falls short of professional filmmaking, where cinematographic language is less refined than human-crafted camera work and multi-shot continuity remains challengin...

Yang Wu, Stefano Petrangeli, Ishita Dasgupta et al. · 0 citations
#computer vision Preprint Sep 2026

BodyCam-VQA: Enhanced Body-Worn Camera Video Captioning via Multimodal Reasoning and Probe Question Generation

An Adaptive Visual Question Answering (VQA) framework engineered for high-stakes law enforcement that provides a more reliable, objective, and detailed record of enforcement events, ultimately serving as a powerful tool to protect both law enforcement officers and the public through AI-assisted forensic clarity.

Karish Gupta, Matthew Alex, Alex Li et al. · 0 citations

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