AI RESEARCH
OmniShotCut: Holistic Relational Shot Boundary Detection with Shot-Query Transformer
arXiv CS.CV
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ArXi:2604.24762v1 Announce Type: new Shot Boundary Detection (SBD) aims to automatically identify shot changes and divide a video into coherent shots. While SBD was widely studied in the literature, existing state-of-the-art methods often produce non-interpretable boundaries on transitions, miss subtle yet harmful discontinuities, and rely on noisy, low-diversity annotations and outdated benchmarks.