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cs.CV2026
Semi-Dense Matching Uncertainty Is Not Just Local Confidence
Khoa Hoang, Hoang-Tuan Nguyen, Huong Ninh +2
Reliable semi-dense matching is essential for modern geometric vision systems. Designed under a coarse-to-fine paradigm, it achieves an optimal balance between performance and comp…
cs.CV2026
SwinAD: Multi-stage feature reconstruction for unsupervised industrial anomaly detection
Huong Ninh, Chien Thai, Mai Xuan Trang +3
Industrial anomaly detection aims to identify and localize defective regions without relying on exhaustive annotations of all possible defect types. Although recent unsupervised me…