5 papers
GAN-Blot: A Controllable Structure-Style Synthesis Benchmark for Western Blot Forensics
Hao-Chiang Shao, Fong-Yi Lin, Te-An Chien +2
Western blot (WB) images are widely used as key evidence in biomedical research. Recent scientific misconduct cases reveal that WB imagery is increasingly fabricated, making WB for…
Exploring "Many in Few" and "Few in Many" Properties in Long-Tailed, Highly-Imbalanced IC Defect Classification
Hao-Chiang Shao, Chun-Hao Chang, Yu-Hsien Lin +3
Despite significant advancements in deep classification techniques and in-lab automatic optical inspection models for long-tailed or highly imbalanced data, applying these approach…
Self-supervised Feature Disentanglement and Augmentation Network for One-class Face Anti-spoofing
Pei-Kai Huang, Jun-Xiong Chong, Ming-Tsung Hsu +5
Face anti-spoofing (FAS) techniques aim to enhance the security of facial identity authentication by distinguishing authentic live faces from deceptive attempts. While two-class FA…
Copy-Move Detection in Optical Microscopy: A Segmentation Network and A Dataset
Hao-Chiang Shao, Yuan-Rong Liao, Tse-Yu Tseng +2
With increasing revelations of academic fraud, detecting forged experimental images in the biomedical field has become a public concern. The challenge lies in the fact that copy-mo…
LithoHoD: A Litho Simulator-Powered Framework for IC Layout Hotspot Detection
Hao-Chiang Shao, Guan-Yu Chen, Yu-Hsien Lin +4
Recent advances in VLSI fabrication technology have led to die shrinkage and increased layout density, creating an urgent demand for advanced hotspot detection techniques. However,…