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Shaowei Wei

2 accepted papers

2019

AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching

ICCV 2019oral

Image patch matching across different spectral domains is more challenging than in a single spectral domain. We consider the reason is twofold: 1. the weaker discriminative feature learned by conventional methods; 2. the significant appearance difference between two images domains. To tackle these p…

Cited by 38PDFScholar
2019

Better and Faster: Exponential Loss for Image Patch Matching

ICCV 2019poster

Recent studies on image patch matching are paying more attention on hard sample learning, because easy samples do not contribute much to the network optimization. They have proposed various hard negative sample mining strategies, but very few addressed this problem from the perspective of loss funct…

Cited by 31PDFScholar