62 citations · 88 across the 7 of their papers we have counts for
7 papers
A Framework of Randomized Selection Based Certified Defenses Against Data Poisoning Attacks
Ruoxin Chen, Jie Li, Chentao Wu +2
Neural network classifiers are vulnerable to data poisoning attacks, as attackers can degrade or even manipulate their predictions thorough poisoning only a few training samples. H…
Constrained Multi-shape Evolution for Overlapping Cytoplasm Segmentation
Youyi Song, Lei Zhu, Baiying Lei +4
Segmenting overlapping cytoplasm of cells in cervical smear images is a clinically essential task, for quantitatively measuring cell-level features in order to diagnose cervical ca…
Dynamic Region Division for Adaptive Learning Pedestrian Counting
Gaoqi He, Zhenwei Ma, Binhao Huang +2
Accurate pedestrian counting algorithm is critical to eliminate insecurity in the congested public scenes. However, counting pedestrians in crowded scenes often suffer from severe…
Deep Colorization
Zezhou Cheng, Qingxiong Yang, Bin Sheng
This paper investigates into the colorization problem which converts a grayscale image to a colorful version. This is a very difficult problem and normally requires manual adjustme…
Tree-based Visualization and Optimization for Image Collection
Xintong Han, Chongyang Zhang, Weiyao Lin +3
The visualization of an image collection is the process of displaying a collection of images on a screen under some specific layout requirements. This paper focuses on an important…
Facial Expression Cloning with Elastic and Muscle Models
Yihao Zhang, Weiyao Lin, Bing Zhou +4
Expression cloning plays an important role in facial expression synthesis. In this paper, a novel algorithm is proposed for facial expression cloning. The proposed algorithm first…