3 papers
cs.CV2026
UniADC: A Unified Framework for Anomaly Detection and Classification
Ximiao Zhang, Min Xu, Zheng Zhang +2
In this paper, we introduce a novel task termed unified anomaly detection and classification, which aims to simultaneously detect anomalous regions in images and identify their spe…
cs.CV2025
JanusNet: Hierarchical Slice-Block Shuffle and Displacement for Semi-Supervised 3D Multi-Organ Segmentation
Zheng Zhang, Tianzhuzi Tan, Guanchun Yin +2
Limited by the scarcity of training samples and annotations, weakly supervised medical image segmentation often employs data augmentation to increase data diversity, while randomly…
cs.CV2025
Learning to Calibrate for Reliable Visual Fire Detection
Ziqi Zhang, Xiuzhuang Zhou, Xiangyang Gong
Fire is characterized by its sudden onset and destructive power, making early fire detection crucial for ensuring human safety and protecting property. With the advancement of deep…