Support vector machine classifier with pinball loss X Huang, L Shi, J Suykens IEEE Transactions on Pattern Analysis and Machine Intelligence 24 (8), 1279-1291, 2014 | 308 | 2014 |
Concurrent monitoring of operating condition deviations and process dynamics anomalies with slow feature analysis C Shang, F Yang, X Gao, X Huang, JAK Suykens, D Huang AIChE Journal 61 (11), 3666-3682, 2015 | 241 | 2015 |
Data-driven robust optimization based on kernel learning C Shang, X Huang, F You Computers & Chemical Engineering 106, 464-479, 2017 | 190 | 2017 |
Random features for kernel approximation: A survey on algorithms, theory, and beyond F Liu, X Huang, Y Chen, JAK Suykens IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (11), 7975 …, 2022 | 178 | 2022 |
Learning with the maximum correntropy criterion induced losses for regression Y Feng, X Huang, L Shi, Y Yang, JAK Suykens Journal of Machine Learning Research 16 (1), 993-1034, 2015 | 119 | 2015 |
Online PCB defect detector on a new PCB defect dataset S Tang, F He, X Huang, J Yang arXiv preprint arXiv:1902.06197, 2019 | 112 | 2019 |
Universal adversarial attack on attention and the resulting dataset damagenet S Chen, Z He, C Sun, J Yang, X Huang IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 110* | 2022 |
Robust multiframe super-resolution employing iteratively re-weighted minimization T Köhler, X Huang, F Schebesch, A Aichert, A Maier, J Hornegger IEEE Transactions on Computational Imaging 2 (1), 42-58, 2016 | 109 | 2016 |
Ramp loss linear programming support vector machine X Huang, L Shi, JAK Suykens Journal of Machine Learning Research 15, 2185−2211, 2014 | 91 | 2014 |
Varifocal-net: A chromosome classification approach using deep convolutional networks Y Qin, J Wan, H Zheng, X Huang, J Yang, L Wu, N Song, Y Zhu, G Yang IEEE Transactions on Medical Imaging, doi 10.1109/TMI.2019.2905841, 2019 | 86 | 2019 |
Hierarchical minutiae matching for fingerprint and palmprint identification F Chen, X Huang, J Zhou IEEE Transactions on Image Processing 22 (11-12), 4964-4971, 2013 | 80 | 2013 |
Real-time image smoothing via iterative least squares W Liu, P Zhang, X Huang, J Yang, C Shen, I Reid ACM Transactions on Graphics (TOG) 39 (3), 1-24, 2020 | 78 | 2020 |
A generalized framework for edge-preserving and structure-preserving image smoothing W Liu, P Zhang, Y Lei, X Huang, J Yang, M Ng IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 74 | 2021 |
Enhancing dynamic soft sensors based on DPLS: A temporal smoothness regularization approach C Shang, X Huang, JAK Suykens, D Huang Journal of Process Control 28, 17-26, 2015 | 70 | 2015 |
Robust visual tracking revisited: From correlation filter to template matching F Liu, C Gong, X Huang, T Zhou, J Yang, D Tao IEEE Transactions on Image Processing 27 (6), 2777-2790, 2018 | 67 | 2018 |
Indefinite kernels in least squares support vector machines and principal component analysis X Huang, A Maier, J Hornegger, JAK Suykens Applied and Computational Harmonic Analysis 43 (1), 162-172, 2017 | 65 | 2017 |
Asymmetric least squares support vector machine classifiers X Huang, L Shi, JAK Suykens Computational Statistics & Data Analysis 70, 395-405, 2014 | 65 | 2014 |
Embedding bilateral filter in least squares for efficient edge-preserving image smoothing W Liu, P Zhang, X Chen, C Shen, X Huang, J Yang IEEE Transactions on Circuits and Systems for Video Technology, 10.1109 …, 2019 | 63 | 2019 |
Airwaynet: a voxel-connectivity aware approach for accurate airway segmentation using convolutional neural networks Y Qin, M Chen, H Zheng, Y Gu, M Shen, J Yang, X Huang, YM Zhu, ... International conference on medical image computing and computer-assisted …, 2019 | 62 | 2019 |
Pulmonary nodule segmentation with CT sample synthesis using adversarial networks Y Qin, H Zheng, X Huang, J Yang, Y Zhu Medical Physics 46 (3), 1218-1229, 2019 | 59 | 2019 |