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- affiliation: University of Surrey, UK
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2020 – today
- 2023
[j266]Rui Wang
, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler:
U-SPDNet: An SPD manifold learning-based neural network for visual classification. Neural Networks 161: 382-396 (2023)- [j265]Zhen Liu, Xiaoning Song, Zhen-Hua Feng, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes. Neural Process. Lett. 55(1): 803-817 (2023) - [j264]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler:
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 313-328 (2023) - [j263]Lei Ju, Josef Kittler, Muhammad Awais Rana, Wankou Yang, Zhen-Hua Feng:
Keep an eye on faces: Robust face detection with heatmap-Assisted spatial attention and scale-Aware layer attention. Pattern Recognit. 140: 109553 (2023) - [j262]Ziheng Chen, Tianyang Xu, Xiaojun Wu, Rui Wang, Josef Kittler:
Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. IEEE Trans. Big Data 9(1): 75-92 (2023) - [j261]Yang Hua, Xiaoning Song, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler, Dong-Jun Yu:
CPInformer for Efficient and Robust Compound-Protein Interaction Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 285-296 (2023) - [j260]Donglin Zhang, Xiaojun Wu, Tianyang Xu, Josef Kittler:
WATCH: Two-Stage Discrete Cross-Media Hashing. IEEE Trans. Knowl. Data Eng. 35(6): 6461-6474 (2023) - [j259]Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. IEEE Trans. Neural Networks Learn. Syst. 34(1): 119-133 (2023) - [i81]Hui Li, Tianyang Xu, Xiao-Jun Wu, Jiwen Lu, Josef Kittler:
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. CoRR abs/2304.05172 (2023) - [i80]Chunyang Cheng, Tianyang Xu, Xiaojun Wu, Hui Li, Josef Kittler, Xi Li:
FusionBooster: A Unified Image Fusion Boosting Paradigm. CoRR abs/2305.05970 (2023) - 2022
- [j258]Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-target regression via non-linear output structure learning. Neurocomputing 492: 572-580 (2022) - [j257]Wenhua Dong, Xiaojun Wu, Josef Kittler:
Subspace clustering via joint ℓ1, 2 and ℓ2, 1 norms. Inf. Sci. 612: 675-686 (2022) - [j256]Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
Learning a discriminative SPD manifold neural network for image set classification. Neural Networks 151: 94-110 (2022) - [j255]Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler:
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1869-1887 (2022) - [j254]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Developing a generic framework for anomaly detection. Pattern Recognit. 124: 108500 (2022) - [j253]Qingbei Guo, Xiaojun Wu, Josef Kittler, Zhiquan Feng:
Differentiable neural architecture learning for efficient neural networks. Pattern Recognit. 126: 108448 (2022) - [j252]Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler:
Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. 158: 1-8 (2022) - [j251]Yingjie Jiang, Xiaoning Song, Tianyang Xu, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler:
Target-Cognisant Siamese Network for Robust Visual Object Tracking. Pattern Recognit. Lett. 163: 129-135 (2022) - [j250]Rui Wang, Xiaojun Wu, Zhen Liu, Josef Kittler:
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification. IEEE Trans. Cogn. Dev. Syst. 14(3): 957-970 (2022) - [j249]Rui Wang, Xiaojun Wu, Kai-Xuan Chen, Josef Kittler:
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. IEEE Trans. Big Data 8(3): 753-769 (2022) - [j248]Cong Wu, Xiaojun Wu, Josef Kittler:
Graph2Net: Perceptually-Enriched Graph Learning for Skeleton-Based Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2120-2132 (2022) - [j247]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. IEEE Trans. Cybern. 52(10): 9986-9999 (2022) - [j246]Xuefeng Zhu, Xiaojun Wu, Tianyang Xu, Zhen-Hua Feng, Josef Kittler:
Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters. IEEE Trans. Multim. 24: 301-312 (2022) - [j245]Rui Wang, Xiaojun Wu, Josef Kittler:
SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2208-2222 (2022) - [j244]Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Relaxed Block-Diagonal Dictionary Pair Learning With Locality Constraint for Image Recognition. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3645-3659 (2022) - [j243]Donglin Zhang, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Two-Stage Supervised Discrete Hashing for Cross-Modal Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 7014-7026 (2022) - [c441]Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid:
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. AAAI 2022: 4477-4485 - [c440]Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning. ACCV (6) 2022: 646-663 - [c439]Matej Kristan, Ales Leonardis, Jirí Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Johanna Björklund, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhen-Hua Feng, Zhihong Fu, Shang Gao, Rama Krishna Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, ChangBeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang:
The Tenth Visual Object Tracking VOT2022 Challenge Results. ECCV Workshops (8) 2022: 431-460 - [c438]Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler:
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. MILLanD@MICCAI 2022: 86-95 - [c437]Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler:
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. VISIGRAPP (5: VISAPP) 2022: 267-274 - [i79]Zhangyong Tang, Tianyang Xu, Hui Li, Xiao-Jun Wu, Xuefeng Zhu, Josef Kittler:
Exploring Fusion Strategies for Accurate RGBT Visual Object Tracking. CoRR abs/2201.08673 (2022) - [i78]Ziheng Chen, Xiao-Jun Wu, Tianyang Xu, Rui Wang, Zhiwu Huang, Josef Kittler:
MSNet: A Deep Multi-scale Submanifold Network for Visual Classification. CoRR abs/2201.10145 (2022) - [i77]Daqi Liu, Miroslaw Bober, Josef Kittler:
Constrained Structure Learning for Scene Graph Generation. CoRR abs/2201.11697 (2022) - [i76]Daqi Liu, Miroslaw Bober, Josef Kittler:
Importance Weighted Structure Learning for Scene Graph Generation. CoRR abs/2205.07017 (2022) - [i75]Sara Atito, Muhammad Awais, Josef Kittler:
GMML is All you Need. CoRR abs/2205.14986 (2022) - [i74]Rui Wang, Xiao-Jun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification. CoRR abs/2206.07967 (2022) - [i73]Daqi Liu, Miroslaw Bober, Josef Kittler:
Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation. CoRR abs/2206.11352 (2022) - [i72]Xuefeng Zhu, Tianyang Xu, Zhangyong Tang, Zucheng Wu, Haodong Liu, Xiao Yang, Xiaojun Wu, Josef Kittler:
RGBD1K: A Large-scale Dataset and Benchmark for RGB-D Object Tracking. CoRR abs/2208.09787 (2022) - [i71]Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR abs/2211.13189 (2022) - 2021
- [j242]Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler:
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9: 86083-86095 (2021) - [j241]Zhi-Wei Xu, Xiao-Jun Wu, Josef Kittler:
STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition. Int. J. Autom. Comput. 18(5): 718-730 (2021) - [j240]Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters. Int. J. Comput. Vis. 129(5): 1359-1375 (2021) - [j239]Hui Li, Xiao-Jun Wu, Josef Kittler:
RFN-Nest: An end-to-end residual fusion network for infrared and visible images. Inf. Fusion 73: 72-86 (2021) - [j238]Zhongwei Shen, Xiao-Jun Wu, Josef Kittler:
2D progressive fusion module for action recognition. Image Vis. Comput. 109: 104122 (2021) - [j237]Rong-Chang Li, Xiao-Jun Wu, Cong Wu, Tian-Yang Xu, Josef Kittler:
Dynamic information enhancement for video classification. Image Vis. Comput. 114: 104244 (2021) - [j236]Yu Fu, Xiaojun Wu, Josef Kittler:
Effective method for fusing infrared and visible images. J. Electronic Imaging 30(3) (2021) - [j235]Dongyu Rao, Xiaojun Wu, Hui Li, Josef Kittler, Tianyang Xu:
UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation. J. Electronic Imaging 30(5) (2021) - [j234]Qingbei Guo, Xiaojun Wu, Josef Kittler, Zhiquan Feng:
Weak sub-network pruning for strong and efficient neural networks. Neural Networks 144: 614-626 (2021) - [j233]Zhongwei Shen, Xiao-Jun Wu, Josef Kittler:
Advanced skeleton-based action recognition via spatial-temporal rotation descriptors. Pattern Anal. Appl. 24(3): 1335-1346 (2021) - [j232]Daqi Liu, Miroslaw Bober, Josef Kittler:
Visual Semantic Information Pursuit: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1404-1422 (2021) - [j231]Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
Client-specific anomaly detection for face presentation attack detection. Pattern Recognit. 112: 107696 (2021) - [j230]Donglin Zhang, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
MOON: Multi-hash codes joint learning for cross-media retrieval. Pattern Recognit. Lett. 151: 19-25 (2021) - [j229]Zhe Chen, Xiao-Jun Wu, Yu-Hong Cai, Josef Kittler:
Sparse non-negative transition subspace learning for image classification. Signal Process. 183: 107988 (2021) - [j228]Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Learning Alternating Deep-Layer Cascaded Representation. IEEE Signal Process. Lett. 28: 1520-1524 (2021) - [j227]Xuefeng Zhu, Xiao-Jun Wu, Tianyang Xu, Zhen-Hua Feng, Josef Kittler:
Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 31(2): 557-568 (2021) - [j226]Rui Wang, Xiao-Jun Wu, Josef Kittler:
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features. IEEE Trans. Multim. 23: 228-242 (2021) - [j225]Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. IEEE Trans. Neural Networks Learn. Syst. 32(3): 999-1013 (2021) - [j224]Qiang Qian, Xiaojun Wu, Josef Kittler, Tianyang Xu:
Correlation tracking with implicitly extending search region. Vis. Comput. 37(5): 1029-1043 (2021) - [c436]Shuangping Jin, Zhen-Hua Feng, Wankou Yang, Josef Kittler:
Separable Batch Normalization for Robust Facial Landmark Localization. BMVC 2021: 367 - [c435]Matej Kristan, Jirí Matas, Ales Leonardis, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Jani Käpylä, Gustav Häger, Song Yan, Jinyu Yang, Zhongqun Zhang, Gustavo Fernández, Mohamed H. Abdelpakey, Goutam Bhat, Llukman Cerkezi, Hakan Cevikalp, Shengyong Chen, Xin Chen, Miao Cheng, Ziyi Cheng, Yu-Chen Chiu, Ozgun Cirakman, Yutao Cui, Kenan Dai, Mohana Murali Dasari, Qili Deng, Xingping Dong, Daniel K. Du, Matteo Dunnhofer, Zhen-Hua Feng, Zhiyong Feng, Zhihong Fu, Shiming Ge, Rama Krishna Gorthi, Yuzhang Gu, Bilge Günsel, Qing Guo, Filiz Gurkan, Wencheng Han, Yanyan Huang, Felix Järemo Lawin, Shang-Jhih Jhang, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Juefei-Xu, J. Yin, Xiao Ke, Fahad Shahbaz Khan, Byeong Hak Kim, Josef Kittler, Xiangyuan Lan, Jun Ha Lee, Bastian Leibe, Hui Li, Jianhua Li, Xianxian Li, Yuezhou Li, Bo Liu, Chang Liu, Jingen Liu, Li Liu, Qingjie Liu, Huchuan Lu, Wei Lu, Jonathon Luiten, Jie Ma, Ziang Ma, Niki Martinel, Christoph Mayer, Alireza Memarmoghadam, Christian Micheloni, Yuzhen Niu, Danda Pani Paudel, Houwen Peng, Shoumeng Qiu, Aravindh Rajiv, Muhammad Rana, Andreas Robinson, Hasan Saribas, Ling Shao, Mohamed S. Shehata, Furao Shen, Jianbing Shen, Kristian Simonato, Xiaoning Song, Zhangyong Tang, Radu Timofte, Philip H. S. Torr, Chi-Yi Tsai, Bedirhan Uzun, Luc Van Gool, Paul Voigtlaender, Dong Wang, Guangting Wang, Liangliang Wang, Lijun Wang, Limin Wang, Linyuan Wang, Yong Wang, Yunhong Wang, Chenyan Wu, Gangshan Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Xiang Xu, Wanli Xue, Bin Yan, Wankou Yang, Xiaoyun Yang, Yu Ye, Jun Yin, Chengwei Zhang, Chunhui Zhang, Haitao Zhang, Kaihua Zhang, Kangkai Zhang, Xiaohan Zhang, Xiaolin Zhang, Xinyu Zhang, Zhibin Zhang, Shao-Chuan Zhao, Ming Zhen, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu:
The Ninth Visual Object Tracking VOT2021 Challenge Results. ICCVW 2021: 2711-2738 - [c434]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. ICIP 2021: 3622-3626 - [c433]Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. ICML 2021: 141-151 - [c432]Quanyan Jiang, Xiaojun Wu, Josef Kittler:
Insight on Attention Modules for Skeleton-Based Action Recognition. PRCV (1) 2021: 242-255 - [i70]Shuangping Jin, Zhen-Hua Feng, Wankou Yang, Josef Kittler:
Separable Batch Normalization for Robust Facial Landmark Localization with Cross-protocol Network Training. CoRR abs/2101.06663 (2021) - [i69]Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid:
AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID. CoRR abs/2101.08238 (2021) - [i68]Yu Fu, Xiao-Jun Wu, Josef Kittler:
A Deep Decomposition Network for Image Processing: A Case Study for Visible and Infrared Image Fusion. CoRR abs/2102.10526 (2021) - [i67]Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng:
Differentiable Neural Architecture Learning for Efficient Neural Network Design. CoRR abs/2103.02126 (2021) - [i66]Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhen-Hua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. CoRR abs/2103.03503 (2021) - [i65]Hui Li, Xiao-Jun Wu, Josef Kittler:
RFN-Nest: An end-to-end residual fusion network for infrared and visible images. CoRR abs/2103.04286 (2021) - [i64]Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
SiT: Self-supervised vIsion Transformer. CoRR abs/2104.03602 (2021) - [i63]Yu Fu, Tianyang Xu, Xiaojun Wu, Josef Kittler:
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion. CoRR abs/2107.13967 (2021) - [i62]Dongyu Rao, Xiao-Jun Wu, Hui Li, Josef Kittler, Tianyang Xu:
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation. CoRR abs/2108.06113 (2021) - [i61]Donglin Zhang, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
MOON: Multi-Hash Codes Joint Learning for Cross-Media Retrieval. CoRR abs/2109.00883 (2021) - [i60]María Pérez-Ortiz, Omar Rivasplata, Benjamin Guedj, Matthew Gleeson, Jingyu Zhang, John Shawe-Taylor, Miroslaw Bober, Josef Kittler:
Learning PAC-Bayes Priors for Probabilistic Neural Networks. CoRR abs/2109.10304 (2021) - [i59]Rong-Chang Li, Tianyang Xu, Xiao-Jun Wu, Josef Kittler:
Video Is Graph: Structured Graph Module for Video Action Recognition. CoRR abs/2110.05904 (2021) - [i58]Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR abs/2111.08702 (2021) - [i57]Norman Poh, Thirimachos Bourlai, Josef Kittler, Lorène Allano, Fernando Alonso-Fernandez, Onkar Ambekar, John P. Baker, Bernadette Dorizzi, Omolara Fatukasi, Julian Fiérrez, Harald Ganster, Javier Ortega-Garcia, Donald E. Maurer, Albert Ali Salah, Tobias Scheidat, Claus Vielhauer:
Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms. CoRR abs/2111.08703 (2021) - [i56]Ammarah Farooq, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
Global Interaction Modelling in Vision Transformer via Super Tokens. CoRR abs/2111.13156 (2021) - [i55]Sara Atito Ali Ahmed, Muhammad Awais, Ammarah Farooq, Zhen-Hua Feng, Josef Kittler:
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. CoRR abs/2111.15340 (2021) - [i54]Daqi Liu, Miroslaw Bober, Josef Kittler:
Neural Belief Propagation for Scene Graph Generation. CoRR abs/2112.05727 (2021) - 2020
- [j223]Cong Hu, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler:
Dual Encoder-Decoder Based Generative Adversarial Networks for Disentangled Facial Representation Learning. IEEE Access 8: 130159-130171 (2020) - [j222]Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Xiao-Jun Wu:
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks. Int. J. Comput. Vis. 128(8): 2126-2145 (2020) - [j221]Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah, Josef Kittler:
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. IEEE J. Sel. Areas Commun. 38(8): 1678-1697 (2020) - [j220]Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti:
Learning image features with fewer labels using a semi-supervised deep convolutional network. Neural Networks 132: 131-143 (2020) - [j219]Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng:
Self-grouping convolutional neural networks. Neural Networks 132: 491-505 (2020) - [j218]He-Feng Yin, Xiao-Jun Wu, Josef Kittler, Zhen-Hua Feng:
Learning a representation with the block-diagonal structure for pattern classification. Pattern Anal. Appl. 23(3): 1381-1390 (2020) - [j217]Jun Yu, Xiao-Jun Wu, Josef Kittler:
Learning discriminative hashing codes for cross-modal retrieval based on multi-view features. Pattern Anal. Appl. 23(3): 1421-1438 (2020) - [j216]Zhe Chen, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
Noise-robust dictionary learning with slack block-Diagonal structure for face recognition. Pattern Recognit. 100: 107118 (2020) - [j215]Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
An accelerated correlation filter tracker. Pattern Recognit. 102: 107172 (2020) - [j214]Kai-Xuan Chen, Jie-Yi Ren, Xiao-Jun Wu, Josef Kittler:
Covariance descriptors on a Gaussian manifold and their application to image set classification. Pattern Recognit. 107: 107463 (2020) - [j213]Jieyi Ren, Xiao-Jun Wu, Josef Kittler:
Discriminative block-diagonal covariance descriptors for image set classification. Pattern Recognit. Lett. 136: 230-236 (2020) - [j212]Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Low-rank discriminative least squares regression for image classification. Signal Process. 173: 107485 (2020) - [j211]Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
Resolution Invariant Face Recognition Using a Distillation Approach. IEEE Trans. Biom. Behav. Identity Sci. 2(4): 410-420 (2020) - [j210]Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3727-3739 (2020) - [j209]Hui Li, Xiao-Jun Wu, Josef Kittler:
MDLatLRR: A Novel Decomposition Method for Infrared and Visible Image Fusion. IEEE Trans. Image Process. 29: 4733-4746 (2020) - [c431]Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhen-Hua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma:
The Eighth Visual Object Tracking VOT2020 Challenge Results. ECCV Workshops (5) 2020: 547-601 - [c430]Ali Akbari, Muhammad Awais, Josef Kittler:
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. IJCB 2020: 1-8 - [c429]Ammarah Farooq, Muhammad Awais, Josef Kittler, Ali Akbari, Syed Safwan Khalid:
Cross Modal Person Re-identification with Visual-Textual Queries. IJCB 2020: 1-8 - [c428]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. ICIP 2020: 1371-1375 - [c427]Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking. ICPR 2020: 2514-2520 - [c426]Wenhua Dong, Xiao-Jun Wu, Hui Li, Zhen-Hua Feng, Josef Kittler:
Subspace Clustering via Joint Unsupervised Feature Selection. ICPR 2020: 3892-3898 - [c425]Donglin Zhang, Xiao-Jun Wu, Zhen Liu, Jun Yu, Josef Kittler:
Fast Discrete Cross-Modal Hashing Based on Label Relaxation and Matrix Factorization. ICPR 2020: 4845-4850 - [c424]