3 papers
cs.CV2023
Discriminative Deep Feature Visualization for Explainable Face Recognition
Zewei Xu, Yuhang Lu, Touradj Ebrahimi
Despite the huge success of deep convolutional neural networks in face recognition (FR) tasks, current methods lack explainability for their predictions because of their "black-box…
cs.CV2023
Towards Visual Saliency Explanations of Face Verification
Yuhang Lu, Zewei Xu, Touradj Ebrahimi
In the past years, deep convolutional neural networks have been pushing the frontier of face recognition (FR) techniques in both verification and identification scenarios. Despite…
cs.CV2023
Wise-IoU: Bounding Box Regression Loss with Dynamic Focusing Mechanism
Zanjia Tong, Yuhang Chen, Zewei Xu +1
The loss function for bounding box regression (BBR) is essential to object detection. Its good definition will bring significant performance improvement to the model. Most existing…