14 citations · 19 across the 3 of their papers we have counts for
3 papers
cs.CV2023★ 1 cited
Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception?
Xiaoxiao Sun, Nidham Gazagnadou, Vivek Sharma +3
Hand-crafted image quality metrics, such as PSNR and SSIM, are commonly used to evaluate model privacy risk under reconstruction attacks. Under these metrics, reconstructed images…
cs.CV2018★ 4 cited
Learning from Web Data: the Benefit of Unsupervised Object Localization
Xiaoxiao Sun, Liang Zheng, Yu-Kun Lai +1
Annotating a large number of training images is very time-consuming. In this background, this paper focuses on learning from easy-to-acquire web data and utilizes the learned model…
cs.CV2018★ 14 cited
Dissecting Person Re-identification from the Viewpoint of Viewpoint
Xiaoxiao Sun, Liang Zheng
Variations in visual factors such as viewpoint, pose, illumination and background, are usually viewed as important challenges in person re-identification (re-ID). In spite of ackno…