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cs.CV2026
Consensus-Aware Multi-Source Fusion for Reference-Guided Camouflaged Object Detection
Junyang Xia, Luocheng Zhang, Wenwen Pan +4
Reference-guided camouflaged object detection aims to segment a target whose visual appearance closely resembles its surroundings by exploiting auxiliary reference samples. The tas…
cs.CV2026
Open-Set Supervised 3D Anomaly Detection: An Industrial Dataset and a Generalisable Framework for Unknown Defects
Hanzhe Liang, Luocheng Zhang, Junyang Xia +7
Although self-supervised 3D anomaly detection assumes that acquiring high-precision point clouds is computationally expensive, in real manufacturing scenarios it is often feasible…