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cs.CV2026
Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection
Ning Dong, Yingna Su, Xin Dong +3
Pose-flow video anomaly detectors are attractive for one-class surveillance because they provide likelihood-based rankings for tracked skeleton windows. However, a single likelihoo…
cs.CV2026
SPDA-SAM: A Self-prompted Depth-Aware Segment Anything Model for Instance Segmentation
Yihan Shang, Wei Wang, Chao Huang +1
Recently, Segment Anything Model (SAM) has demonstrated strong generalizability in various instance segmentation tasks. However, its performance is severely dependent on the qualit…