Discrete Signal Processing on Graphs: Sampling Theory
Siheng Chen, Varma, Rohan, Sandryhaila, Aliaksei, Kovacevic, Jelena
Published in IEEE transactions on signal processing (15.12.2015)
Published in IEEE transactions on signal processing (15.12.2015)
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Journal Article
Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition
Li, Maosen, Chen, Siheng, Chen, Xu, Zhang, Ya, Wang, Yanfeng, Tian, Qi
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
Signal Recovery on Graphs: Variation Minimization
Siheng Chen, Sandryhaila, Aliaksei, Moura, Jose M. F., Kovacevic, Jelena
Published in IEEE transactions on signal processing (01.09.2015)
Published in IEEE transactions on signal processing (01.09.2015)
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Journal Article
Synthesis of a mixed valence state Ce-MOF as an oxidase mimetic for the colorimetric detection of biothiols
Xiong, Yuhao, Chen, Siheng, Ye, Fanggui, Su, Lingjing, Zhang, Cong, Shen, Shufen, Zhao, Shulin
Published in Chemical communications (Cambridge, England) (18.03.2015)
Published in Chemical communications (Cambridge, England) (18.03.2015)
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Journal Article
Fast Resampling of Three-Dimensional Point Clouds via Graphs
Chen, Siheng, Tian, Dong, Feng, Chen, Vetro, Anthony, Kovacevic, Jelena
Published in IEEE transactions on signal processing (01.02.2018)
Published in IEEE transactions on signal processing (01.02.2018)
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Journal Article
Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction
Li, Maosen, Chen, Siheng, Zhao, Yangheng, Zhang, Ya, Wang, Yanfeng, Tian, Qi
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.01.2020)
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Conference Proceeding
Image-Based Visual Servoing of a Quadrotor Using Virtual Camera Approach
Zheng, Dongliang, Wang, Hesheng, Wang, Jingchuan, Chen, Siheng, Chen, Weidong, Liang, Xinwu
Published in IEEE/ASME transactions on mechatronics (01.04.2017)
Published in IEEE/ASME transactions on mechatronics (01.04.2017)
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Journal Article
Deep Unsupervised Learning of 3D Point Clouds via Graph Topology Inference and Filtering
Chen, Siheng, Duan, Chaojing, Yang, Yaoqing, Li, Duanshun, Feng, Chen, Tian, Dong
Published in IEEE transactions on image processing (01.01.2020)
Published in IEEE transactions on image processing (01.01.2020)
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Journal Article
Semi-Supervised Multiresolution Classification Using Adaptive Graph Filtering With Application to Indirect Bridge Structural Health Monitoring
Siheng Chen, Cerda, Fernando, Rizzo, Piervincenzo, Bielak, Jacobo, Garrett, James H., Kovacevic, Jelena
Published in IEEE transactions on signal processing (01.06.2014)
Published in IEEE transactions on signal processing (01.06.2014)
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Journal Article
Conference Proceeding
Diagnosis algorithms for indirect structural health monitoring of a bridge model via dimensionality reduction
Liu, Jingxiao, Chen, Siheng, Bergés, Mario, Bielak, Jacobo, Garrett, James H., Kovačević, Jelena, Noh, Hae Young
Published in Mechanical systems and signal processing (01.02.2020)
Published in Mechanical systems and signal processing (01.02.2020)
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Journal Article
Track-monitoring from the dynamic response of an operational train
Lederman, George, Chen, Siheng, Garrett, James, Kovačević, Jelena, Noh, Hae Young, Bielak, Jacobo
Published in Mechanical systems and signal processing (15.03.2017)
Published in Mechanical systems and signal processing (15.03.2017)
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Journal Article
Detecting Localized Categorical Attributes on Graphs
Siheng Chen, Yaoqing Yang, Shi Zong, Singh, Aarti, Kovacevic, Jelena
Published in IEEE transactions on signal processing (15.05.2017)
Published in IEEE transactions on signal processing (15.05.2017)
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Journal Article