2 papers
cs.CV2026
Image Classification via Random Dilated Convolution with Multi-Branch Feature Extraction and Context Excitation
Wentao Jiang, Yuanchan Xu, Heng Yuan
Image classification remains a fundamental yet challenging task in computer vision, particularly when fine-grained feature extraction and background noise suppression are required…
cs.CV2026
Feature Perturbation Pool-based Fusion Network for Unified Multi-Class Industrial Defect Detection
Yuanchan Xu, Wenjun Zang, Ying Wu
Multi-class defect detection constitutes a critical yet challenging task in industrial quality inspection, where existing approaches typically suffer from two fundamental limitatio…