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Fanghui Liu (刘方辉)
Fanghui Liu (刘方辉)
Postdoc researcher, EPFL
Dirección de correo verificada de epfl.ch - Página principal
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Citado por
Citado por
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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, 2021
752021
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
602018
Robust visual tracking via online discriminative and low-rank dictionary learning
T Zhou, F Liu, H Bhaskar, J Yang
IEEE transactions on cybernetics 48 (9), 2643-2655, 2017
432017
Co-saliency detection via inter and intra saliency propagation
C Ge, K Fu, F Liu, L Bai, J Yang
Signal Processing: Image Communication 44, 69-83, 2016
422016
Graph regularized and locality-constrained coding for robust visual tracking
T Zhou, H Bhaskar, F Liu, J Yang
IEEE Transactions on Circuits and Systems for Video Technology 27 (10), 2153 …, 2016
362016
Kernel regression in high dimensions: Refined analysis beyond double descent
F Liu, Z Liao, J Suykens
International Conference on Artificial Intelligence and Statistics, 649-657, 2021
262021
Visual tracking via nonnegative multiple coding
F Liu, C Gong, T Zhou, K Fu, X He, J Yang
IEEE Transactions on Multimedia 19 (12), 2680-2691, 2017
192017
Deep kernel learning via random Fourier features
J Xie, F Liu, K Wang, X Huang
arXiv preprint arXiv:1910.02660, 2019
162019
Online discriminative dictionary learning for robust object tracking
T Zhou, F Liu, H Bhaskar, J Yang, H Zhang, P Cai
Neurocomputing 275, 1801-1812, 2018
162018
Online learning and joint optimization of combined spatial-temporal models for robust visual tracking
T Zhou, H Bhaskar, F Liu, J Yang, P Cai
Neurocomputing 226, 221-237, 2017
142017
Random fourier features via fast surrogate leverage weighted sampling
F Liu, X Huang, Y Chen, J Yang, J Suykens
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4844-4851, 2020
132020
Inverse nonnegative local coordinate factorization for visual tracking
F Liu, T Zhou, C Gong, K Fu, L Bai, J Yang
IEEE Transactions on Circuits and Systems for Video Technology 28 (8), 1752-1764, 2017
132017
Learning Data-adaptive Non-parametric Kernels.
F Liu, X Huang, C Gong, J Yang, L Li
Journal of Machine Learning Research 21 (208), 1-39, 2020
122020
Indefinite kernel logistic regression with concave-inexact-convex procedure
F Liu, X Huang, C Gong, J Yang, JAK Suykens
IEEE Transactions on Neural Networks and Learning Systems 30 (3), 765-776, 2018
112018
Robust visual tracking via constrained correlation filter coding
F Liu, T Zhou, K Fu, J Yang
Pattern Recognition Letters 84, 163-169, 2016
112016
Geometric affine transformation estimation via correlation filter for visual tracking
F Liu, T Zhou, J Yang
Neurocomputing 214, 109-120, 2016
102016
Fast learning in reproducing kernel krein spaces via signed measures
F Liu, X Huang, Y Chen, J Suykens
International Conference on Artificial Intelligence and Statistics, 388-396, 2021
92021
Dense multi-focus fusion net: A deep unsupervised convolutional network for multi-focus image fusion
HT Mustafa, F Liu, J Yang, Z Khan, Q Huang
International Conference on Artificial Intelligence and Soft Computing, 153-163, 2019
82019
Incremental robust nonnegative matrix factorization for object tracking
F Liu, M Liu, T Zhou, Y Qiao, J Yang
International Conference on Neural Information Processing, 611-619, 2016
72016
Visual tracking via nonnegative regularization multiple locality coding
F Liu, T Zhou, J Yang, IYH Gu
Proceedings of the IEEE International Conference on Computer Vision …, 2015
72015
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Artículos 1–20