140 citations · 415 across the 43 of their papers we have counts for
6 papers · 1 filter
Towards Ghost-free Shadow Removal via Dual Hierarchical Aggregation Network and Shadow Matting GAN
Xiaodong Cun, Chi-Man Pun, Cheng Shi
Shadow removal is an essential task for scene understanding. Many studies consider only matching the image contents, which often causes two types of ghosts: color in-consistencies…
Improving the Harmony of the Composite Image by Spatial-Separated Attention Module
Xiaodong Cun, Chi-Man Pun
Image composition is one of the most important applications in image processing. However, the inharmonious appearance between the spliced region and background degrade the quality…
Generating Minimal Adversarial Perturbations with Integrated Adaptive Gradients
Yatie Xiao, Chi-Man Pun
Deep neural networks are easily fooled high confidence predictions for adversarial samples
Pixelation is NOT Done in Videos Yet
Jizhe Zhou, Chi-Man Pun, YingYu Wang
This paper introduces an algorithm to protect the privacy of individuals in streaming video data by blurring faces such that face cannot be reliably recognized. This thwarts any po…
Adaptive Gradient for Adversarial Perturbations Generation
Yatie Xiao, Chi-Man Pun
Deep Neural Networks have achieved remarkable success in computer vision, natural language processing, and audio tasks.
Generating Adversarial Perturbation with Root Mean Square Gradient
Yatie Xiao, Chi-Man Pun, Jizhe Zhou
We focus our attention on the problem of generating adversarial perturbations based on the gradient in image classification domain