2 papers
cs.CV2026
SPDCN: Strip-based Deformable Convolutional Network for Steel Surface Defect Segmentation
Zhongming Liu, Bingbing Jiang, Guangxin Wan +1
Steel surface defect segmentation is critical for industrial quality inspection, yet existing methods struggle with elongated, anisotropic defects such as cracks and scratches due…
cs.CV2026
Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration
Haisen He, Xiangyu Zou, SongLin Dong +3
Real-world image degradation is often unknown, spatially non-uniform, and compositional, requiring all-in-one restoration models to adapt a single set of weights to diverse local c…