Siheng Chen
Siheng Chen
Research Scientist, Mitsubishi Electric Research Labs
Verified email at andrew.cmu.edu - Homepage
Title
Cited by
Cited by
Year
Discrete signal processing on graphs: Sampling theory
S Chen, R Varma, A Sandryhaila, J Kovacevic
IEEE Transactions on Signal Processing 63 (24), 6510-6523, 2015
4092015
Signal recovery on graphs: Variation minimization
S Chen, A Sandryhaila, JMF Moura, J Kovačević
IEEE Transactions on Signal Processing 63 (17), 4609-4624, 2015
1592015
Actional-structural graph convolutional networks for 3D skeleton-based action recognition
M Li, S Chen, X Chen, Y Zhang, Y Wang, Q Tian
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
1102019
Signal denoising on graphs via graph filtering
S Chen, A Sandryhaila, JMF Moura, J Kovacevic
IEEE GlobalSIP, 2014
942014
Signal recovery on graphs: Fundamental limits of sampling strategies
S Chen, R Varma, A Singh, J Kovačević
IEEE Transactions on Signal and Information Processing over Networks, 2015
902015
Semi-supervised multiresolution classification using adaptive graph filtering with application to indirect bridge structural health monitoring
S Chen, F Cerda, P Rizzo, J Bielak, J Garrett, J Kovacevic
IEEE Transactions on Signal Processing 62 (11), 2879 - 2893, 2014
872014
FoldingNet++: Deep unsupervised learning of 3D point clouds via graph topology inference and filtering
S Chen, C Duan, Y Yang, D Li, C Feng, D Tian
IEEE Transactions on Image Processing, 2019
66*2019
Fast resampling of 3D point clouds via graphs
S Chen, D Tian, C Feng, A Vetro, J Kovačević
IEEE Transactions on Signal Processing 66 (3), 666-681, 2018
57*2018
Indirect structural health monitoring of a simplified laboratory-scale bridge model
F Cerda, S Chen, J Bielak, JH Garrett, P Rizzo, J Kovacevic
Smart Structures and Systems (Special Issue: Challenge on bridge health …, 2014
522014
Methods and systems for fast resampling method and apparatus for point cloud data
D Tian, S Chen, C Feng, A Vetro
US Patent App. 15/358,346, 2018
49*2018
Damage quantification and localization algorithms for indirect SHM of bridges
G Lederman, Z Wang, J Bielak, H Noh, JH Garrett, S Chen, J Kovacevic, ...
Proc. Int. Conf. Bridge Maint., Safety Manag., Shanghai, China, 2014
392014
Sampling theory for graph signals
S Chen, A Sandryhaila, J Kovacevic
372015
Indirect structural health monitoring in bridges: Scale experiments
F Cerda, J Garrett, J Bielak, P Rizzo, J Barrera, Z Zhuang, S Chen, ...
Proc. Int. Conf. Bridge Maint., Safety Manag., 2012
372012
Track-monitoring from the dynamic response of an operational train
G Lederman, S Chen, J Garrett, J Kovačević, HY Noh, J Bielak
Mechanical Systems and Signal Processing 87, 1-16, 2017
342017
Signal recovery on graphs: Random versus experimentally designed sampling
S Chen, R Varma, A Singh, J Kovačević
Sampling Theory and Applications (SampTA), 2015
332015
Adaptive graph filtering: Multiresolution classification on graphs
S Chen, A Sandryhaila, JMF Moura, J Kovacevic
IEEE GlobalSIP, 427-430, 2013
302013
Signal inpainting on graphs via total variation minimization
S Chen, A Sandryhaila, G Lederman, Z Wang, JMF Moura, P Rizzo, ...
IEEE ICASSP, 8267 - 8271, 2014
292014
Signal representations on graphs: Tools and applications
S Chen, R Varma, A Singh, J Kovačević
arXiv preprint arXiv:1512.05406, 2015
272015
Distributed algorithm for graph signal inpainting
S Chen, A Sandryhaila, J Kovacevic
252015
Generalized value iteration networks: Life beyond lattices
S Niu, S Chen, H Guo, C Targonski, MC Smith, J Kovačević
arXiv preprint arXiv:1706.02416, 2017
232017
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Articles 1–20