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Self-grouping Convolutional Neural Networks

Sep 29, 2020
Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng


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DD-CNN: Depthwise Disout Convolutional Neural Network for Low-complexity Acoustic Scene Classification

Jul 25, 2020
Jingqiao Zhao, Zhen-Hua Feng, Qiuqiang Kong, Xiaoning Song, Xiao-Jun Wu


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NestFuse: An Infrared and Visible Image Fusion Architecture based on Nest Connection and Spatial/Channel Attention Models

Jul 11, 2020
Hui Li, Xiao-Jun Wu, Tariq Durrani

* 12 pages, 13 figures, 6 tables. IEEE Transactions on Instrumentation and Measurement 

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Affine Non-negative Collaborative Representation Based Pattern Classification

Jul 10, 2020
He-Feng Yin, Xiao-Jun Wu, Zhen-Hua Feng, Josef Kittler

* submitted to the 25th International Conference on Pattern Recognition (ICPR2020) 

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AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking

May 27, 2020
Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler


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Learning efficient structured dictionary for image classification

Feb 09, 2020
Zi-Qi Li, Jun Sun, Xiao-Jun Wu, He-Feng Yin

* Submitted to Journal of Electronic Imaging 

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Improved dual channel pulse coupled neural network and its application to multi-focus image fusion

Feb 04, 2020
Huai-Shui Tong, Xiao-Jun Wu, Hui Li

* 15 pages, 7 figures, 9 tables 

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Face Verification via learning the kernel matrix

Jan 21, 2020
Ning Yuan, Xiao-Jun Wu, He-Feng Yin

* 10 pages 

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Multiplication fusion of sparse and collaborative-competitive representation for image classification

Jan 20, 2020
Zi-Qi Li, Jun Sun, Xiao-Jun Wu, He-Feng Yin

* submitted to International Journal of Machine Learning and Cybernetics 

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Robust Visual Tracking via Implicit Low-Rank Constraints and Structural Color Histograms

Dec 24, 2019
Yi-Xuan Wang, Xiao-Jun Wu, Xue-Feng Zhu


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Adaptive Distraction Context Aware Tracking Based on Correlation Filter

Dec 24, 2019
Fei Feng, Xiao-Jun Wu, Tianyang Xu, Josef Kittler, Xue-Feng Zhu


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2DR1-PCA and 2DL1-PCA: two variant 2DPCA algorithms based on none L2 norm

Dec 23, 2019
Xing Liu, Xiao-Jun Wu, Zi-Qi Li

* 15 pages, 4 figures 

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A Compared Study Between Some Subspace Based Algorithms

Dec 23, 2019
Xing Liu, Xiao-Jun Wu, Zhen Liu, He-Feng Yin

* 13 pages, 5 figures 

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Research on Clustering Performance of Sparse Subspace Clustering

Dec 21, 2019
Wen-Jin Fu, Xiao-Jun Wu, He-Feng Yin, Wen-Bo Hu

* 12 pages, 2 figures 

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Multi-focus Image Fusion Based on Similarity Characteristics

Dec 17, 2019
Ya-Qiong Zhang, Xiao-Jun Wu, Hui Li

* 7 pages, 10 figures, 4 tables 

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Constructing the F-Graph with a Symmetric Constraint for Subspace Clustering

Dec 17, 2019
Kai Xu, Xiao-Jun Wu, Wen-Bo Hu

* 9 pages, 1 figure 

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Collaborative representation-based robust face recognition by discriminative low-rank representation

Dec 17, 2019
Wen Zhao, Xiao-Jun Wu, He-Feng Yin, Zi-Qi Li

* 28 pages, 5 figures 

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Low-rank representations with incoherent dictionary for face recognition

Dec 10, 2019
Pei Xie, He-Feng Yin, Xiao-Jun Wu

* 27 pages, 7 figures 

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Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning

Dec 06, 2019
He-Feng Yin, Xiao-Jun Wu, Josef Kittler

* 6 pages, 2 figures 

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An Accelerated Correlation Filter Tracker

Dec 05, 2019
Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler


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Learning a Representation with the Block-Diagonal Structure for Pattern Classification

Nov 23, 2019
He-Feng Yin, Xiao-Jun Wu, Josef Kittler, Zhen-Hua Feng

* accepted by Pattern Analysis and Applications 

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Locality Constraint Dictionary Learning with Support Vector for Pattern Classification

Nov 22, 2019
He-Feng Yin, Xiao-Jun Wu, Su-Gen Chen

* submitted to IEEE Access 

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Class-specific residual constraint non-negative representation for pattern classification

Nov 22, 2019
He-Feng Yin, Xiao-Jun Wu

* submitted to Journal of Electronic Imaging 

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More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation

Sep 26, 2019
Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler

* 10 pages 

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Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning

Sep 19, 2019
Cong Hu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler


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Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking

Aug 02, 2019
Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler


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Transition Subspace Learning based Least Squares Regression for Image Classification

May 14, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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