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Differentiable Neural Architecture Learning for Efficient Neural Network Design


Mar 03, 2021
Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng

* 10 pages, 8 figures, 53 conferences 

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A Deep Decomposition Network for Image Processing: A Case Study for Visible and Infrared Image Fusion


Feb 21, 2021
Yu Fu, Xiao-Jun Wu, Josef Kittler


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AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID


Jan 19, 2021
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid


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Separable Batch Normalization for Robust Facial Landmark Localization with Cross-protocol Network Training


Jan 17, 2021
Shuangping Jin, Zhenhua Feng, Wankou Yang, Josef Kittler

* 10 pages,6 figures 

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A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation


Oct 26, 2020
Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler


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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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ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles


Sep 07, 2020
Sara Atito Ali Ahmed, Cemre Zor, Berrin Yanikoglu, Muhammad Awais, Josef Kittler


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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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A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions


Feb 20, 2020
Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid

* 12 pages including references, currently under review in IEEE transactions on Image Processing 

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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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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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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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Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning


Aug 06, 2019
Rui Wang, XiaoJun Wu, Josef Kittler

* 15 pages, 9 figures 

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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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Multi-Task Kernel Null-Space for One-Class Classification


May 22, 2019
Shervin Rahimzadeh Arashloo, 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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Low-Rank Discriminative Least Squares Regression for Image Classification


Apr 16, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Non-negative representation based discriminative dictionary learning for face recognition


Mar 19, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition


Mar 19, 2019
Zhe Chen, Xiao-Jun Wu, Josef Kittler


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Visual Semantic Information Pursuit: A Survey


Mar 13, 2019
Daqi Liu, Miroslaw Bober, Josef Kittler

* Preliminary work. Under review by IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). Do not distribute 

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Robust One-Class Kernel Spectral Regression


Feb 06, 2019
Shervin Rahimzadeh Arashloo, Josef Kittler


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Discriminative Supervised Hashing for Cross-Modal similarity Search


Dec 06, 2018
Jun Yu, Xiao-Jun Wu, Josef Kittler

* 7pages,3figures,4tables 

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Pose Invariant 3D Face Reconstruction


Nov 13, 2018
Lei Jiang, XiaoJun Wu, Josef Kittler

* 8 pages 

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