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ORCIDJosef Kittler
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- affiliation: University of Surrey, UK
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2020 – today
- 2025
[j310]Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Pure anomaly detection via self-supervised deep metric learning with adaptive margin. Neurocomputing 611: 128659 (2025)- [j309]Zeyang Zhang
, Hui Li, Tianyang Xu, Xiaojun Wu, Josef Kittler:
DDBFusion: An unified image decomposition and fusion framework based on dual decomposition and Bézier curves. Inf. Fusion 114: 102655 (2025) - [j308]Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo, Josef Kittler:
ℓp-norm constrained one-class classifier combination. Inf. Fusion 114: 102700 (2025) - [j307]Zhe Chen, Xiaojun Wu, Tianyang Xu, Hui Li, Josef Kittler:
Multi-layer multi-level comprehensive learning for deep multi-view clustering. Inf. Fusion 116: 102785 (2025) - [j306]Chunyang Cheng, Tianyang Xu, Xiaojun Wu, Hui Li, Xi Li, Zhangyong Tang, Josef Kittler:
TextFusion: Unveiling the power of textual semantics for controllable image fusion. Inf. Fusion 117: 102790 (2025) - [j305]Pengcheng Shao, Tianyang Xu, Zhangyong Tang, Linze Li, Xiao-Jun Wu, Josef Kittler:
TENet: Targetness entanglement incorporating with multi-scale pooling and mutually-guided fusion for RGB-E object tracking. Neural Networks 183: 106948 (2025) - [j304]Yang Hua, Zhenhua Feng, Xiaoning Song, Xiaojun Wu, Josef Kittler:
MMDG-DTI: Drug-target interaction prediction via multimodal feature fusion and domain generalization. Pattern Recognit. 157: 110887 (2025) - 2024
- [j303]Cong Wu, Xiao-Jun Wu, Tianyang Xu, Josef Kittler:
Scene adaptive mechanism for action recognition. Comput. Vis. Image Underst. 238: 103854 (2024) - [j302]Rongchang Li, Tianyang Xu, Xiaojun Wu, Linze Li, Xiao Yang, Zhongwei Shen, Josef Kittler:
M-adapter: Multi-level image-to-video adaptation for video action recognition. Comput. Vis. Image Underst. 249: 104150 (2024) - [j301]Guanfeng Wu, Abbas Haider, Xing Tian, Erfan Loweimi, Chi-Ho Chan, Mengjie Qian, Muhammad Junaid Awan, Ivor T. A. Spence, Rob Cooper, Wing W. Y. Ng, Josef Kittler, Mark J. F. Gales, Hui Wang:
Multi-modal video search by examples - A video quality impact analysis. IET Comput. Vis. 18(7): 1017-1033 (2024) - [j300]Shaochuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
A Spatio-Temporal Robust Tracker with Spatial-Channel Transformer and Jitter Suppression. Int. J. Comput. Vis. 132(5): 1645-1658 (2024) - [j299]Xuefeng Zhu, Tianyang Xu, Zongtao Liu, Zhangyong Tang, Xiaojun Wu, Josef Kittler:
UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning. Int. J. Comput. Vis. 132(8): 2845-2860 (2024) - [j298]Tianyang Xu, Yifan Pan, Zhenhua Feng, Xuefeng Zhu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler:
Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking. Int. J. Comput. Vis. 132(12): 6021-6038 (2024) - [j297]Wenhua Dong, Xiaojun Wu, Tianyang Xu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
View-shuffled clustering via the modified Hungarian algorithm. Neural Networks 179: 106602 (2024) - [j296]Daqi Liu, Miroslaw Bober, Josef Kittler:
Importance Weighted Structure Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1231-1242 (2024) - [j295]Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1603-1617 (2024) - [j294]Josef Kittler, Richard Wilson:
Edwin Hancock. Pattern Recognit. 150: 110297 (2024) - [j293]Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiaojun Wu, Zhenhua Feng, Josef Kittler:
Self-supervised learning for RGB-D object tracking. Pattern Recognit. 155: 110543 (2024) - [j292]Xuefeng Zhu, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Feature enhancement and coarse-to-fine detection for RGB-D tracking. Pattern Recognit. Lett. 179: 130-136 (2024) - [j291]Tianyang Xu, Xiaojun Wu, Xuefeng Zhu, Josef Kittler:
Memory Prompt for Spatiotemporal Transformer Visual Object Tracking. IEEE Trans. Artif. Intell. 5(8): 3759-3764 (2024) - [j290]Sara Atito Ali Ahmed, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3684-3693 (2024) - [j289]Shengcai Liao, Xiaoming Liu, Massimo Tistarelli, Rama Chellappa, Josef Kittler, Nalini K. Ratha:
Editorial. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 289 (2024) - [j288]Cong Wu, Xiaojun Wu, Tianyang Xu, Zhongwei Shen, Josef Kittler:
Motion Complement and Temporal Multifocusing for Skeleton-Based Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(1): 34-45 (2024) - [j287]Shaochuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker. IEEE Trans. Circuits Syst. Video Technol. 34(1): 182-194 (2024) - [j286]Rui Wang, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler:
Deep Metric Learning on the SPD Manifold for Image Set Classification. IEEE Trans. Circuits Syst. Video Technol. 34(2): 663-680 (2024) - [j285]Fatemeh Nazarieh, Zhenhua Feng, Muhammad Awais, Wenwu Wang, Josef Kittler:
A Survey of Cross-Modal Visual Content Generation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6814-6832 (2024) - [j284]Shao-Chuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Pluggable Attack for Visual Object Tracking. IEEE Trans. Inf. Forensics Secur. 19: 1227-1240 (2024) - [j283]Rongchang Li, Tianyang Xu, Xiaojun Wu, Zhongwei Shen, Josef Kittler:
Perceiving Actions via Temporal Video Frame Pairs. ACM Trans. Intell. Syst. Technol. 15(3): 58:1-58:20 (2024) - [j282]Zhenkun Fan, Zhuoxu Huang, Zhixiang Chen, Tao Xu, Jungong Han, Josef Kittler:
Lightweight Multiperson Pose Estimation With Staggered Alignment Self-Distillation. IEEE Trans. Multim. 26: 9228-9240 (2024) - [j281]Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
One-pass View-unaligned Clustering. IEEE Trans. Multim. 26: 9699-9709 (2024) - [j280]Rui Wang, Xiaojun Wu, Ziheng Chen, Cong Hu, Josef Kittler:
SPD Manifold Deep Metric Learning for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8924-8938 (2024) - [j279]Zhangyong Tang, Tianyang Xu, Xiao-Jun Wu, Josef Kittler:
Multi-Level Fusion for Robust RGBT Tracking via Enhanced Thermal Representation. ACM Trans. Multim. Comput. Commun. Appl. 20(10): 312:1-312:24 (2024) - [c464]Zhangyong Tang, Tianyang Xu, Xiaojun Wu, Xuefeng Zhu, Josef Kittler:
Generative-Based Fusion Mechanism for Multi-Modal Tracking. AAAI 2024: 5189-5197 - [c463]Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Ahmed, Muhammad Awais, Zhenhua Feng:
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. AAAI 2024: 5949-5957 - [c462]Cong Wu, Xiao-Jun Wu, Linze Li, Tianyang Xu, Zhenhua Feng, Josef Kittler:
Efficient Few-Shot Action Recognition via Multi-level Post-reasoning. ECCV (3) 2024: 38-56 - [c461]Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiaojun Wu, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. ECCV (38) 2024: 369-388 - [c460]Sergio Sánchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler:
Improved Image Captioning Via Knowledge Graph-Augmented Models. ICASSP 2024: 4290-4294 - [c459]Yinhao Zhang, Tianyang Xu, Xiaojun Wu, Shaochuan Zhao, Josef Kittler:
Multi-frequency Fine-Grained Matching for Audio-Visual Segmentation. ICPR (29) 2024: 36-50 - [c458]Jiannan Hu, Cong Wu, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Spatio-Temporal Domain-Aware Network for Skeleton-Based Action Representation Learning. ICPR (29) 2024: 148-163 - [c457]Fatemeh Nazarieh, Josef Kittler, Muhammad Awais, Diptesh Kanojia, Zhenhua Feng:
StableTalk: Advancing Audio-to-Talking Face Generation with Stable Diffusion and Vision Transformer. ICPR (6) 2024: 271-286 - [c456]Yifan Pan, Tianyang Xu, Xuefeng Zhu, Xiaoqing Luo, Xiaojun Wu, Josef Kittler:
Learning Explicit Modulation Vectors for Disentangled Transformer Attention-Based RGB-D Visual Tracking. ICPR (16) 2024: 332-347 - [c455]Han Zang, Tianyang Xu, Xuefeng Zhu, Xiaoning Song, Xiaojun Wu, Josef Kittler:
Attention-Based Patch Matching and Motion-Driven Point Association for Accurate Point Tracking. ICPR (16) 2024: 348-363 - [c454]Zhenyu Cai, Rui Wang, Tianyang Xu, Xiaojun Wu, Josef Kittler:
A Riemannian Residual Learning Mechanism for SPD Network. IJCNN 2024: 1-9 - [c453]Hui Wang, Josef Kittler, Mark J. F. Gales, Rob Cooper, Maurice D. Mulvenna, Wing W. Y. Ng, Yang Hua, Richard Gault, Abbas Haider, Guanfeng Wu:
MVRMLM 2024: Multimodal Video Retrieval and Multimodal Language Modelling. ICMR 2024: 1345-1346 - [c452]Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler:
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. ACM Multimedia 2024: 7326-7335 - [c451]Pengcheng Shao, Tianyang Xu, Xuefeng Zhu, Xiao-Jun Wu, Josef Kittler:
Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking. PRCV (13) 2024: 107-121 - [i104]Zeyang Zhang, Hui Li, Tianyang Xu, Xiaojun Wu, Josef Kittler:
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features. CoRR abs/2401.00285 (2024) - [i103]Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
DailyMAE: Towards Pretraining Masked Autoencoders in One Day. CoRR abs/2404.00509 (2024) - [i102]Cong Wu, Xiao-Jun Wu, Tianyang Xu, Josef Kittler:
An Improved Graph Pooling Network for Skeleton-Based Action Recognition. CoRR abs/2404.16359 (2024) - [i101]Zhangyong Tang, Tianyang Xu, Zhenhua Feng, Xuefeng Zhu, He Wang, Pengcheng Shao, Chunyang Cheng, Xiaojun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method. CoRR abs/2405.00168 (2024) - [i100]Pengcheng Shao, Tianyang Xu, Zhangyong Tang, Linze Li, Xiao-Jun Wu, Josef Kittler:
TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking. CoRR abs/2405.05004 (2024) - [i99]Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Pseudo Labelling for Enhanced Masked Autoencoders. CoRR abs/2406.17450 (2024) - [i98]Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Investigating Self-Supervised Methods for Label-Efficient Learning. CoRR abs/2406.17460 (2024) - [i97]Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiao-Jun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. CoRR abs/2407.06113 (2024) - [i96]Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler:
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. CoRR abs/2408.15641 (2024) - [i95]Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito, Muhammad Awais, Josef Kittler:
Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection. CoRR abs/2409.14882 (2024) - [i94]Wenqing Wang, Haosen Yang, Josef Kittler, Xiatian Zhu:
Single Image, Any Face: Generalisable 3D Face Generation. CoRR abs/2409.16990 (2024) - [i93]Jiantao Wu, Shentong Mo, Zhenhua Feng, Sara Atito Ali Ahmed, Josef Kittler, Muhammad Awais:
Rethinking Positive Pairs in Contrastive Learning. CoRR abs/2410.18200 (2024) - [i92]Huan Kang, Hui Li, Tianyang Xu, Rui Wang, Xiaojun Wu, Josef Kittler:
SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds. CoRR abs/2411.10679 (2024) - [i91]Youwei Zhou, Tianyang Xu, Cong Wu, Xiaojun Wu, Josef Kittler:
Adaptive Hyper-Graph Convolution Network for Skeleton-based Human Action Recognition with Virtual Connections. CoRR abs/2411.14796 (2024) - [i90]Fatemeh Nazarieh, Zhenhua Feng, Diptesh Kanojia, Muhammad Awais, Josef Kittler:
PortraitTalk: Towards Customizable One-Shot Audio-to-Talking Face Generation. CoRR abs/2412.07754 (2024) - 2023
- [j278]Zhangyong Tang, Tianyang Xu, Hui Li, Xiao-Jun Wu, Xuefeng Zhu, Josef Kittler:
Exploring fusion strategies for accurate RGBT visual object tracking. Inf. Fusion 99: 101881 (2023) - [j277]Junyuan He, Xiaoning Song, Zhenhua Feng, Tianyang Xu, Xiaojun Wu, Josef Kittler:
ETM-face: effective training sample selection and multi-scale feature learning for face detection. Multim. Tools Appl. 82(17): 26595-26611 (2023) - [j276]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) - [j275]Zhen Liu, Xiaoning Song, Zhenhua 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) - [j274]Wanrong Yu, Xiao-Jun Wu, Tianyang Xu, Ziheng Chen, Josef Kittler:
Scalable Affine Multi-view Subspace Clustering. Neural Process. Lett. 55(4): 4679-4696 (2023) - [j273]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) - [j272]Daqi Liu, Miroslaw Bober, Josef Kittler:
Neural Belief Propagation for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10161-10172 (2023) - [j271]Hui Li, Tianyang Xu, Xiaojun Wu, Jiwen Lu, Josef Kittler:
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11040-11052 (2023) - [j270]Daqi Liu, Miroslaw Bober, Josef Kittler:
Constrained Structure Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11588-11599 (2023) - [j269]Syed Safwan Khalid, Muhammad Awais, Zhenhua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15249-15259 (2023) - [j268]Lei Ju, Josef Kittler, Muhammad Awais Rana, Wankou Yang, Zhenhua Feng:
Keep an eye on faces: Robust face detection with heatmap-Assisted spatial attention and scale-Aware layer attention. Pattern Recognit. 140: 109553 (2023) - [j267]Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Fisher Regularized ε-Dragging for Image Classification. IEEE Trans. Cogn. Dev. Syst. 15(2): 639-650 (2023) - [j266]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) - [j265]Yang Hua, Xiaoning Song, Zhenhua 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) - [j264]Tianyang Xu, Zhenhua Feng, Xiao-Jun Wu, Josef Kittler:
Toward Robust Visual Object Tracking With Independent Target-Agnostic Detection and Effective Siamese Cross-Task Interaction. IEEE Trans. Image Process. 32: 1541-1554 (2023) - [j263]Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Fast Self-Guided Multi-View Subspace Clustering. IEEE Trans. Image Process. 32: 6514-6525 (2023) - [j262]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) - [j261]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) - [j260]Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10225-10239 (2023) - [c450]Xuefeng Zhu, Tianyang Xu, Zhangyong Tang, Zucheng Wu, Haodong Liu, Xiao Yang, Xiao-Jun Wu, Josef Kittler:
RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking. AAAI 2023: 3870-3878 - [c449]Ziheng Chen, Tianyang Xu, Xiao-Jun Wu, Rui Wang, Zhiwu Huang, Josef Kittler:
Riemannian Local Mechanism for SPD Neural Networks. AAAI 2023: 7104-7112 - [c448]Lei Ju, Zhenhua Feng, Muhammad Awais, Josef Kittler:
Ada2NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning. ACML 2023: 614-629 - [c447]Renjie Wang, Tianyang Xu, Shao-Chuan Zhao, Xiaojun Wu, Josef Kittler:
Diffusion Init: Stronger Initialisation of Decision-Based Black-Box Attacks for Visual Object Tracking. ACPR (2) 2023: 367-380 - [c446]Rong-Chang Li, Cong Wu, Linze Li, Zhongwei Shen, Tianyang Xu, Xiaojun Wu, Xi Li, Jiwen Lu, Josef Kittler:
Action Probability Calibration for Efficient Naturalistic Driving Action Localization. CVPR Workshops 2023: 5270-5277 - [c445]Michael Danner, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler:
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. DeLTA 2023: 403-418 - [c444]Yi Yang, Qihua Li, Xing Tian, Wing W. Y. Ng, Hui Wang, Josef Kittler, Mark J. F. Gales, Rob Cooper:
Unsupervised Multi-Hashing for Image Retrieval in Non-stationary Environments. ICACI 2023: 1-6 - [c443]Sara Atito, Muhammad Awais, Srinivasa Rao Nandam, Josef Kittler:
GMML is All You Need. ICIP 2023: 2125-2129 - [c442]Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler:
Group Masked Model Learning for General Audio Representation. ICIP 2023: 2600-2604 - [i89]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) - [i88]Chunyang Cheng, Tianyang Xu, Xiaojun Wu, Hui Li, Josef Kittler, Xi Li:
FusionBooster: A Unified Image Fusion Boosting Paradigm. CoRR abs/2305.05970 (2023) - [i87]Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Zhenhua Feng, Josef Kittler:
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. CoRR abs/2308.11448 (2023) - [i86]Zhangyong Tang, Tianyang Xu, Xuefeng Zhu, Xiao-Jun Wu, Josef Kittler:
Generative-based Fusion Mechanism for Multi-Modal Tracking. CoRR abs/2309.01728 (2023) - [i85]Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Atito, Muhammad Awais, Zhenhua Feng:
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. CoRR abs/2309.05834 (2023) - [i84]Rui Wang, Xiao-Jun Wu, Hui Li, Josef Kittler:
Riemannian Self-Attention Mechanism for SPD Networks. CoRR abs/2311.16738 (2023) - [i83]Jiantao Wu, Shentong Mo, Sara Atito, Josef Kittler, Zhenhua Feng, Muhammad Awais:
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. CoRR abs/2312.01118 (2023) - [i82]Chunyang Cheng, Tianyang Xu, Xiao-Jun Wu, Hui Li, Xi Li, Zhangyong Tang, Josef Kittler:
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion. CoRR abs/2312.14209 (2023) - 2022
- [j259]Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-target regression via non-linear output structure learning. Neurocomputing 492: 572-580 (2022) - [j258]Wenhua Dong, Xiaojun Wu, Josef Kittler:
Subspace clustering via joint ℓ1, 2 and ℓ2, 1 norms. Inf. Sci. 612: 675-686 (2022) - [j257]Suyang Chen, Xiaoning Song, Zhenhua Feng, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Face anti-spoofing with local difference network and binary facial mask supervision. J. Electronic Imaging 31(1) (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, Zhenhua 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, Zhenhua 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]