2 code implementations • CVPR 2020 • Dongyan Guo, Jun Wang, Ying Cui, Zhenhua Wang, Sheng-Yong Chen
The proposed framework SiamCAR consists of two simple subnetworks: one Siamese subnetwork for feature extraction and one classification-regression subnetwork for bounding box prediction.
1 code implementation • 16 Sep 2020 • Guoqing Zhang, Junchuan Yang, yuhui Zheng, Yi Wu, Sheng-Yong Chen
Finally, we reconstruct the feature extractor to ensure that our model can obtain more richer and robust features.
no code implementations • 3 Sep 2017 • Yang Li, Guangcan Liu, Sheng-Yong Chen
Due to its efficiency and stability, Robust Principal Component Analysis (RPCA) has been emerging as a promising tool for moving object detection.
no code implementations • 4 Feb 2019 • Dongyan Guo, Jun Wang, Weixuan Zhao, Ying Cui, Zhenhua Wang, Sheng-Yong Chen
Both features and the channel weights are utilized in a template generation layer to generate a discriminative template.
no code implementations • 17 Nov 2019 • Qianwei Zhou, Chen Zhou, Haigen Hu, Yuhang Chen, Sheng-Yong Chen, Xiaoxin Li
Single image inverse problem is a notoriously challenging ill-posed problem that aims to restore the original image from one of its corrupted versions.
no code implementations • 6 Feb 2020 • Qianwei Zhou, Peng Tao, Xiaoxin Li, Sheng-Yong Chen, Fan Zhang, Haigen Hu
Shape illustration images (SIIs) are common and important in describing the cross-sections of industrial products.
no code implementations • 3 Jul 2020 • Miao Tian, Dongyan Guo, Ying Cui, Xiang Pan, Sheng-Yong Chen
Novelty detection is a important research area which mainly solves the classification problem of inliers which usually consists of normal samples and outliers composed of abnormal samples.
no code implementations • 28 Jul 2020 • Chen-Xin Wu, Min-Hui Liao, Mumtaz Karatas, Sheng-Yong Chen, Yu-Jun Zheng
We applied the proposed approach to schedule emergency production tasks for a medical mask manufacturer during the peak of COVID-19 in China.