18 citations · 26 across the 4 of their papers we have counts for
4 papers · 1 filter
Person Re-identification Method Based on Color Attack and Joint Defence
Yunpeng Gong, Liqing Huang, Lifei Chen
The main challenges of ReID is the intra-class variations caused by color deviation under different camera conditions. Simultaneously, we find that most of the existing adversarial…
MUSE: Feature Self-Distillation with Mutual Information and Self-Information
Yu Gong, Ye Yu, Gaurav Mittal +2
We present a novel information-theoretic approach to introduce dependency among features of a deep convolutional neural network (CNN). The core idea of our proposed method, called…
A Person Re-identification Data Augmentation Method with Adversarial Defense Effect
Yunpeng Gong, Zhiyong Zeng, Liwen Chen +3
The security of the Person Re-identification(ReID) model plays a decisive role in the application of ReID. However, deep neural networks have been shown to be vulnerable, and addin…
Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method
Yunpeng Gong, Liqing Huang, Lifei Chen
One of the challenges of computer vision is that it needs to adapt to color deviations in changeable environments. Therefore, minimizing the adverse effects of color deviation on t…