Visual object tracking via deep neural network. - Tianyang Xu 001; Xiaojun Wu 001 (ISC2, 2015)

Fast Correction Visual Tracking via Feedback Mechanism. - Tianyang Xu 001; Xiaojun Wu 001 (IScIDE (1), 2015)

Fast visual object tracking via distortion-suppressed correlation filtering. - Tianyang Xu 001; Xiaojun Wu 001 (ISC2, 2016)

The Sixth Visual Object Tracking VOT2018 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomás Vojír; Goutam Bhat; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ECCV Workshops (1), 2018)

Non-negative Subspace Representation Learning Scheme for Correlation Filter Based Tracking. - Tianyang Xu 001; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2018)

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2018)

Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (ICCV, 2019)

VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results. - Dawei Du; Yue Zhang 011; Liefeng Bo; Hailin Shi; Rui Zhu 005; Bo Han 003; Chunhui Zhang 001; Guizhong Liu; Han Wu; Hao Wen; Haoran Wang 008; Pengfei Zhu 001; et al. (ICCV Workshops, 2019)

The Seventh Visual Object Tracking VOT2019 Challenge Results. - Matej Kristan; Amanda Berg; Linyu Zheng; Litu Rout; Luc Van Gool; Luca Bertinetto; Martin Danelljan; Matteo Dunnhofer; Meng Ni; Min Young Kim 003; Ming Tang 001; Ming-Hsuan Yang 001; et al. (ICCV Workshops, 2019)

Adaptive Distraction Context Aware Tracking Based on Correlation Filter. - Fei Feng; Xiao-Jun Wu 001; Tianyang Xu 001; Josef Kittler; Xuefeng Zhu 003 (CoRR, 2019)

Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Image Process., 2019)

VisDrone-SOT2020: The Vision Meets Drone Single Object Tracking Challenge Results. - Heng Fan 001; Longyin Wen; Dawei Du; Pengfei Zhu 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Biao Wang; Bin Dong 006; Di Yuan 002; Dong Wang 004; Dongjie Zhou; et al. (ECCV Workshops (4), 2020)

The Eighth Visual Object Tracking VOT2020 Challenge Results. - 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; et al. (ECCV Workshops (5), 2020)

Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (ICPR, 2020)

AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2020)

An accelerated correlation filter tracker. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2020)

Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2020)

DRSGN: Dual Revised Semantic Graph Structured Network for Image-Text Matching. - Xiao Yang; Xiaojun Wu 001; Tianyang Xu 001 (CCIS, 2021)

The Ninth Visual Object Tracking VOT2021 Challenge Results. - 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; et al. (ICCVW, 2021)

MSC-Fuse: An Unsupervised Multi-scale Convolutional Fusion Framework for Infrared and Visible Image. - Guo-Yang Chen; Xiao-Jun Wu 001; Hui Li 037; Tianyang Xu 001 (ICIG (1), 2021)

Locality-Constrained Collaborative Representation with Multi-resolution Dictionary for Face Recognition. - Zhen Liu 015; Xiaojun Wu 001; Hefeng Yin; Tianyang Xu 001; Zhenqiu Shu (PRCV (1), 2021)

PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion. - Yu Fu 015; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (CoRR, 2021)

Video Is Graph: Structured Graph Module for Video Action Recognition. - Rongchang Li 001; Tianyang Xu 001; Xiao-Jun Wu 001; Josef Kittler (CoRR, 2021)

Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2021)

Dynamic information enhancement for video classification. - Rongchang Li 001; Xiao-Jun Wu 001; Cong Wu 006; Tianyang Xu 001; Josef Kittler (Image Vis. Comput., 2021)

UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation. - Dongyu Rao; Xiaojun Wu 001; Hui Li 037; Josef Kittler; Tianyang Xu 001 (J. Electronic Imaging, 2021)

Adaptive feature fusion for visual object tracking. - Shao-Chuan Zhao; Tianyang Xu 001; Xiao-Jun Wu 001; Xuefeng Zhu 003 (Pattern Recognit., 2021)

Learning Alternating Deep-Layer Cascaded Representation. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Signal Process. Lett., 2021)

Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking. - Xuefeng Zhu 003; Xiao-Jun Wu 001; Tianyang Xu 001; Zhenhua Feng 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2021)

From RGB to Depth: Domain Transfer Network for Face Anti-Spoofing. - Yahang Wang; Xiaoning Song; Tianyang Xu 001; Zhenhua Feng 001; Xiaojun Wu 001 (IEEE Trans. Inf. Forensics Secur., 2021)

UNIFusion: A Lightweight Unified Image Fusion Network. - Chunyang Cheng; Xiao-Jun Wu 001; Tianyang Xu 001; Guo-Yang Chen (IEEE Trans. Instrum. Meas., 2021)

Correlation tracking with implicitly extending search region. - Qiang Qian; Xiaojun Wu 001; Josef Kittler; Tianyang Xu 001 (Vis. Comput., 2021)

DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning. - Rui Wang 050; Xiaojun Wu 001; Ziheng Chen 001; Tianyang Xu 001; Josef Kittler (ACCV (6), 2022)

FoGMesh: 3D Human Mesh Recovery in Videos with Focal Transformer and GRU. - Yihao He; Xiaoning Song; Tianyang Xu 001; Yang Hua 002; Xiao-Jun Wu 001 (BMVC, 2022)

The Tenth Visual Object Tracking VOT2022 Challenge Results. - 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; et al. (ECCV Workshops (8), 2022)

MMOT: Motion-Aware Multi-Object Tracking with Optical Flow. - Haodong Liu; Tianyang Xu 001; Xiaojun Wu 001 (ICCPR, 2022)

Memory-Token Transformer for Unsupervised Video Anomaly Detection. - Youyu Li; Xiaoning Song; Tianyang Xu 001; Zhenhua Feng 001 (ICPR, 2022)

KITPose: Keypoint-Interactive Transformer for Animal Pose Estimation. - Jiyong Rao; Tianyang Xu 001; Xiaoning Song; Zhenhua Feng 001; Xiaojun Wu 001 (PRCV (1), 2022)

Temporal Aggregation for Adaptive RGBT Tracking. - Zhangyong Tang; Tianyang Xu 001; Xiao-Jun Wu 001 (CoRR, 2022)

A Survey for Deep RGBT Tracking. - Zhangyong Tang; Tianyang Xu 001; Xiao-Jun Wu 001 (CoRR, 2022)

MSNet: A Deep Multi-scale Submanifold Network for Visual Classification. - Ziheng Chen 001; Xiao-Jun Wu 001; Tianyang Xu 001; Rui Wang 050; Zhiwu Huang; Josef Kittler (CoRR, 2022)

TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network. - Dongyu Rao; Xiao-Jun Wu 001; Tianyang Xu 001 (CoRR, 2022)

Unsupervised Image Fusion Method based on Feature Mutual Mapping. - Dongyu Rao; Xiao-Jun Wu 001; Tianyang Xu 001; Guo-Yang Chen (CoRR, 2022)

Discriminative Supervised Subspace Learning for Cross-modal Retrieval. - Haoming Zhang; Xiao-Jun Wu 001; Tianyang Xu 001; Donglin Zhang 001 (CoRR, 2022)

DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification. - Rui Wang 050; Xiao-Jun Wu 001; Ziheng Chen 001; Tianyang Xu 001; Josef Kittler (CoRR, 2022)

SDA-xNet: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation. - Qingbei Guo; Xiao-Jun Wu 001; Zhiquan Feng; Tianyang Xu 001; Cong Hu (CoRR, 2022)

FPNFuse: A lightweight feature pyramid network for infrared and visible image fusion. - Zi-Han Zhang; Xiao-Jun Wu 001; Tianyang Xu 001 (IET Image Process., 2022)

Face anti-spoofing with local difference network and binary facial mask supervision. - Suyang Chen; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (J. Electronic Imaging, 2022)

MEFuse: end-to-end infrared and visible image fusion method based on multibranch encoder. - Yulu Hong; Xiao-Jun Wu 001; Tianyang Xu 001 (J. Electronic Imaging, 2022)

One-step kernelized sparse clustering on grassmann manifolds. - Wen-Bo Hu 008; Xiaojun Wu 001; Tianyang Xu 001 (Multim. Tools Appl., 2022)

Learning a discriminative SPD manifold neural network for image set classification. - Rui Wang 050; Xiaojun Wu 001; Ziheng Chen 001; Tianyang Xu 001; Josef Kittler (Neural Networks, 2022)

Multi-view Subspace Clustering via Joint Latent Representations. - Wenhua Dong; Xiaojun Wu 001; Tianyang Xu 001 (Neural Process. Lett., 2022)

Structured classifier-based dictionary pair learning for pattern classification. - Yu-Hong Cai; Xiao-Jun Wu 001; Zhe Chen 018; Tianyang Xu 001 (Pattern Anal. Appl., 2022)

Target-Cognisant Siamese Network for Robust Visual Object Tracking. - Yingjie Jiang; Xiaoning Song; Tianyang Xu 001; Zhenhua Feng 001; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2022)

FEXNet: Foreground Extraction Network for Human Action Recognition. - Zhongwei Shen; Xiao-Jun Wu 001; Tianyang Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters. - Xuefeng Zhu 003; Xiaojun Wu 001; Tianyang Xu 001; Zhenhua Feng 001; Josef Kittler (IEEE Trans. Multim., 2022)

Two-Stage Supervised Discrete Hashing for Cross-Modal Retrieval. - Donglin Zhang 001; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Riemannian Local Mechanism for SPD Neural Networks. - Ziheng Chen 001; Tianyang Xu 001; Xiao-Jun Wu 001; Rui Wang 050; Zhiwu Huang; Josef Kittler (AAAI, 2023)

RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking. - Xuefeng Zhu 003; Tianyang Xu 001; Zhangyong Tang; Zucheng Wu; Haodong Liu; Xiao Yang; Xiao-Jun Wu 001; Josef Kittler (AAAI, 2023)

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models' Memories. - Shizhe Diao; Tianyang Xu 001; Ruijia Xu; Jiawei Wang; Tong Zhang 001 (ACL (1), 2023)

Diffusion Init: Stronger Initialisation of Decision-Based Black-Box Attacks for Visual Object Tracking. - Renjie Wang; Tianyang Xu 001; Shao-Chuan Zhao; Xiaojun Wu 001; Josef Kittler (ACPR (2), 2023)

Action Probability Calibration for Efficient Naturalistic Driving Action Localization. - Rongchang Li 001; Cong Wu 006; Linze Li 002; Zhongwei Shen; Tianyang Xu 001; Xiaojun Wu 001; Xi Li 001; Jiwen Lu; Josef Kittler (CVPR Workshops, 2023)

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results. - Matej Kristan; Jirí Matas; Martin Danelljan; Michael Felsberg; Hyung Jin Chang; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Zhongqun Zhang; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; et al. (ICCV (Workshops), 2023)

VLNet: A Multi-task Network for Joint Vehicle and Lane Detection. - Aiqi Feng; Haodong Liu; Tianyang Xu 001; Donglin Zhang 001; Xiaojun Wu 001 (ICIG (2), 2023)

When Diffusion Model Meets with Adversarial Attack: Generating Transferable Adversarial Examples on Face Recognition. - Yuanbo Li; Cong Hu; Tianyang Xu 001; Xiaojun Wu 001 (ICIG (5), 2023)

Multi-modal Stream Fusion for Skeleton-Based Action Recognition. - Ruixuan Pang; Rongchang Li 001; Tianyang Xu 001; Xiaoning Song; Xiaojun Wu 001 (ICIG (3), 2023)

Semantic-Guided Multi-feature Fusion for Accurate Video Captioning. - Yunjie Zhang; Tianyang Xu 001; Xiaoning Song; Zhenghua Feng; Xiaojun Wu 001 (ICIG (4), 2023)

ACMA-GAN: Adaptive Cross-Modal Attention for Text-to-Image Generation. - Longlong Zhou; Xiaojun Wu 001; Tianyang Xu 001 (ICIG (4), 2023)

COMIM-GAN: Improved Text-to-Image Generation via Condition Optimization and Mutual Information Maximization. - Longlong Zhou; Xiaojun Wu 001; Tianyang Xu 001 (MMM (1), 2023)

Asymmetric Attention Fusion for Unsupervised Video Object Segmentation. - Hongfan Jiang; Xiaojun Wu 001; Tianyang Xu 001 (PRCV (6), 2023)

Adaptive Riemannian Metrics on SPD Manifolds. - Ziheng Chen 001; Tianyang Xu 001; Zhiwu Huang; Yue Song 002; Xiao-Jun Wu 001; Nicu Sebe (CoRR, 2023)

The 3rd Anti-UAV Workshop & Challenge: Methods and Results. - Jian Zhao 006; Jianan Li 001; Lei Jin 003; Jiaming Chu; Zhihao Zhang; Jun Wang 041; Jiangqiang Xia; Kai Wang 036; Yang Liu 356; Sadaf Gulshad; Jiaojiao Zhao; Tianyang Xu 001; et al. (CoRR, 2023)

Evidential Detection and Tracking Collaboration: New Problem, Benchmark and Algorithm for Robust Anti-UAV System. - Xuefeng Zhu 003; Tianyang Xu 001; Jian Zhao 006; Jia-Wei Liu; Kai Wang 036; Gang Wang 031; Jianan Li 001; Zhihao Zhang; Qiang Wang 051; Lei Jin 003; Zheng Zhu; Junliang Xing; et al. (CoRR, 2023)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu 001; Sara Atito 001; Muhammad Awais 001; Zhenhua Feng 001 (CoRR, 2023)

Scalable Affine Multi-view Subspace Clustering. - Wanrong Yu; Xiao-Jun Wu 001; Tianyang Xu 001; Ziheng Chen 001; Josef Kittler (Neural Process. Lett., 2023)

Fast Self-Guided Multi-View Subspace Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Trans. Image Process., 2023)

Toward Robust Visual Object Tracking With Independent Target-Agnostic Detection and Effective Siamese Cross-Task Interaction. - Tianyang Xu 001; Zhenhua Feng 001; Xiao-Jun Wu 001; Josef Kittler (IEEE Trans. Image Process., 2023)

DAH: Discrete Asymmetric Hashing for Efficient Cross-Media Retrieval. - Donglin Zhang 001; Xiaojun Wu 001; Tianyang Xu 001; He-Feng Yin (IEEE Trans. Knowl. Data Eng., 2023)

Learning spatio-temporal discriminative model for affine subspace based visual object tracking. - Tianyang Xu 001; Xuefeng Zhu 003; Xiao-Jun Wu 001 (Vis. Intell., 2023)

Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes. - Zhen Liu 015; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Neural Process. Lett., 2023)

Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. - Ziheng Chen 001; Tianyang Xu 001; Xiaojun Wu 001; Rui Wang 050; Josef Kittler (IEEE Trans. Big Data, 2023)

MUFusion: A general unsupervised image fusion network based on memory unit. - Chunyang Cheng; Tianyang Xu 001; Xiaojun Wu 001 (Inf. Fusion, 2023)

U-SPDNet: An SPD manifold learning-based neural network for visual classification. - Rui Wang 050; Xiaojun Wu 001; Tianyang Xu 001; Cong Hu; Josef Kittler (Neural Networks, 2023)

Enhanced robust spatial feature selection and correlation filter learning for UAV tracking. - Jiajun Wen 001; Hong-Lin Chu; Zhihui Lai 001; Tianyang Xu 001; Linlin Shen (Neural Networks, 2023)

WATCH: Two-Stage Discrete Cross-Media Hashing. - Donglin Zhang 001; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Trans. Knowl. Data Eng., 2023)

ETM-face: effective training sample selection and multi-scale feature learning for face detection. - Junyuan He; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Multim. Tools Appl., 2023)

LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. - Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Jiwen Lu; Josef Kittler (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Learning Motion-Perceive Siamese network for robust visual object tracking. - Ze Kang; Tianyang Xu 001; Xuefeng Zhu 003; Xiaojun Wu 001 (Pattern Recognit. Lett., 2023)

Exploring fusion strategies for accurate RGBT visual object tracking. - Zhangyong Tang; Tianyang Xu 001; Hui Li 037; Xiao-Jun Wu 001; Xuefeng Zhu 003; Josef Kittler (Inf. Fusion, 2023)

Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Trans. Neural Networks Learn. Syst., 2023)

Generative-Based Fusion Mechanism for Multi-Modal Tracking. - Zhangyong Tang; Tianyang Xu 001; Xiaojun Wu 001; Xuefeng Zhu 003; Josef Kittler (AAAI, 2024)

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Josef Kittler; Tianyang Xu 001; Sara Ahmed; Muhammad Awais 001; Zhenhua Feng 001 (AAAI, 2024)

LabelPrompt: Effective prompt-based learning for relation classification. - Wenjie Zhang 009; Xiaoning Song; Zhenhua Feng 001; Tianyang Xu 001; Xiaojun Wu 001 (ACML, 2024)

Learning Supportive Two-Stream Network for Audio-Visual Segmentation. - Hongfan Jiang; Tianyang Xu 001; Xuefeng Zhu 003; Xiaojun Wu 001 (BICS (2), 2024)

The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. - Matej Kristan; Jirí Matas; Pavel Tokmakov; Michael Felsberg; Luka Cehovin Zajc; Alan Lukezic; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; Hyung Jin Chang; Gustavo Fernández; Minasadat Attari; et al. (ECCV Workshops (7), 2024)

C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. - Rongchang Li 001; Zhenhua Feng 001; Tianyang Xu 001; Linze Li 002; Xiaojun Wu 001; Muhammad Awais 001; Sara Atito Ali Ahmed; Josef Kittler (ECCV (38), 2024)

Efficient Few-Shot Action Recognition via Multi-level Post-reasoning. - Cong Wu 006; Xiao-Jun Wu 001; Linze Li 002; Tianyang Xu 001; Zhenhua Feng 001; Josef Kittler (ECCV (3), 2024)

A Hybrid Multi-Perspective Complementary Model for Human Skeleton-Based Action Recognition. - Linze Li 002; Youwei Zhou; Jiannan Hu; Cong Wu 006; Tianyang Xu 001; Xiaojun Wu 001 (ICME Workshops, 2024)

Body-Part Guided Animal Pose Estimation. - Jiyong Rao; Tianyang Xu 001; Xiaoning Song; Zhenhua Feng 001; Xiaojun Wu 001 (ICME Workshops, 2024)

Spatio-Temporal Domain-Aware Network for Skeleton-Based Action Representation Learning. - Jiannan Hu; Cong Wu 006; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (ICPR (29), 2024)

Learning Explicit Modulation Vectors for Disentangled Transformer Attention-Based RGB-D Visual Tracking. - Yifan Pan; Tianyang Xu 001; Xuefeng Zhu 003; Xiaoqing Luo; Xiaojun Wu 001; Josef Kittler (ICPR (16), 2024)

Infrared and Visible Image Fusion Method Based on Learnable Joint Sparse Low-Rank Decomposition. - Wenfeng Song; Naiyun Huang; Xiaoqing Luo; Zhancheng Zhang; Tianyang Xu 001; Xiaojun Wu 001 (ICPR (5), 2024)

IFFusion: Illumination-Free Fusion Network for Infrared and Visible Images. - Chengcheng Song; Hui Li 037; Tianyang Xu 001; Zeyang Zhang 002; Xiao-Jun Wu 001 (ICPR (5), 2024)

Harmonizing Regression-Classification Inconsistency for Task-Specific Decoupling in Underwater Object Detection. - Minrui Xiang; Tianyang Xu 001; Xiaojun Wu 001 (ICPR (16), 2024)

Attention-Based Patch Matching and Motion-Driven Point Association for Accurate Point Tracking. - Han Zang; Tianyang Xu 001; Xuefeng Zhu 003; Xiaoning Song; Xiaojun Wu 001; Josef Kittler (ICPR (16), 2024)

Infrared and Visible Image Fusion Based on CNN and Transformer Cross-Interaction with Semantic Modulations. - Yusu Zhang; Xiao-Jun Wu 001; Tianyang Xu 001 (ICPR (4), 2024)

Novel Clustering Aggregation and Multi-grained Alignment for Image-Text Matching. - Shuming Zhang; Xiaojun Wu 001; Tianyang Xu 001; Donglin Zhang 001 (ICPR (21), 2024)

Multi-frequency Fine-Grained Matching for Audio-Visual Segmentation. - Yinhao Zhang; Tianyang Xu 001; Xiaojun Wu 001; Shaochuan Zhao; Josef Kittler (ICPR (29), 2024)

A Riemannian Residual Learning Mechanism for SPD Network. - Zhenyu Cai; Rui Wang 050; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (IJCNN, 2024)

Efficient Transformer-Based Visual Tracking for Edge Computing Devices. - Yixin Xu; Tianyang Xu 001; Wenkang Zhang; Jinhui Wu; Zinan Cheng; Wankou Yang (ISAIR (2), 2024)

MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. - Yanglin Deng; Tianyang Xu 001; Chunyang Cheng; Xiao-Jun Wu 001; Josef Kittler (ACM Multimedia, 2024)

Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking. - Pengcheng Shao; Tianyang Xu 001; Xuefeng Zhu 003; Xiao-Jun Wu 001; Josef Kittler (PRCV (13), 2024)

Local Point Matching for Collaborative Image Registration and RGBT Anti-UAV Tracking. - Jie Yu; Tianyang Xu 001; Xuefeng Zhu 003; Xiao-Jun Wu 001 (PRCV (12), 2024)

BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

An Improved Graph Pooling Network for Skeleton-Based Action Recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu 001; Josef Kittler (CoRR, 2024)

SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds. - Huan Kang; Hui Li 037; Tianyang Xu 001; Rui Wang 050; Xiaojun Wu 001; Josef Kittler (CoRR, 2024)

M-adapter: Multi-level image-to-video adaptation for video action recognition. - Rongchang Li 001; Tianyang Xu 001; Xiaojun Wu 001; Linze Li 002; Xiao Yang; Zhongwei Shen; Josef Kittler (Comput. Vis. Image Underst., 2024)

View-shuffled clustering via the modified Hungarian algorithm. - Wenhua Dong; Xiaojun Wu 001; Tianyang Xu 001; Zhenhua Feng 001; Sara Atito Ali Ahmed; Muhammad Awais 001; Josef Kittler (Neural Networks, 2024)

CRTrack: Learning Correlation-Refine network for visual object tracking. - Wenkang Zhang; Fei Xie; Tianyang Xu 001; Jiang Zhai; Wankou Yang (Pattern Recognit., 2024)

Self-supervised learning for RGB-D object tracking. - Xuefeng Zhu 003; Tianyang Xu 001; Sara Atito 001; Muhammad Awais 001; Xiaojun Wu 001; Zhenhua Feng 001; Josef Kittler (Pattern Recognit., 2024)

Towards accurate unsupervised video captioning with implicit visual feature injection and explicit. - Yunjie Zhang; Tianyang Xu 001; Xiaoning Song; Xuefeng Zhu 003; Zhenhua Feng 001; Xiaojun Wu 001 (Pattern Recognit. Lett., 2024)

Feature enhancement and coarse-to-fine detection for RGB-D tracking. - Xuefeng Zhu 003; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2024)

Unified Referring Expression Generation for Bounding Boxes and Segmentations. - Zongtao Liu; Tianyang Xu 001; Xiaoning Song; Xiaojun Wu 001 (IEEE Signal Process. Lett., 2024)

APMG: 3D Molecule Generation Driven by Atomic Chemical Properties. - Yang Hua 002; Zhenhua Feng 001; Xiaoning Song; Hui Li 037; Tianyang Xu 001; Xiao-Jun Wu 001; Dong-Jun Yu (IEEE ACM Trans. Comput. Biol. Bioinform., 2024)

HabLSTM: A Nonstationary Feature Focusing LSTM for Spatiotemporal Prediction of Harmful Algal Bloom. - Xiaoqing Luo; Peirui Wang; Zhancheng Zhang; Zhengming Zhou; Shuyang Chen; Tianyang Xu 001; Xiaojun Wu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Pluggable Attack for Visual Object Tracking. - Shao-Chuan Zhao; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Inf. Forensics Secur., 2024)

GuideFuse: A Novel Guided Auto-Encoder Fusion Network for Infrared and Visible Images. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Yu Fu 015 (IEEE Trans. Instrum. Meas., 2024)

Adaptive Log-Euclidean Metrics for SPD Matrix Learning. - Ziheng Chen 001; Yue Song 002; Tianyang Xu 001; Zhiwu Huang; Xiaojun Wu 001; Nicu Sebe (IEEE Trans. Image Process., 2024)

Scene adaptive mechanism for action recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu 001; Josef Kittler (Comput. Vis. Image Underst., 2024)

Motion Complement and Temporal Multifocusing for Skeleton-Based Action Recognition. - Cong Wu 006; Xiaojun Wu 001; Tianyang Xu 001; Zhongwei Shen; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker. - Shaochuan Zhao; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

Deep Metric Learning on the SPD Manifold for Image Set Classification. - Rui Wang 050; Xiaojun Wu 001; Tianyang Xu 001; Cong Hu; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Spatio-Temporal Robust Tracker with Spatial-Channel Transformer and Jitter Suppression. - Shaochuan Zhao; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

Perceiving Actions via Temporal Video Frame Pairs. - Rongchang Li 001; Tianyang Xu 001; Xiaojun Wu 001; Zhongwei Shen; Josef Kittler (ACM Trans. Intell. Syst. Technol., 2024)

Learning Adaptive Spatio-Temporal Inference Transformer for Coarse-to-Fine Animal Visual Tracking: Algorithm and Benchmark. - Tianyang Xu 001; Ze Kang; Xuefeng Zhu 003; Xiaojun Wu 001 (Int. J. Comput. Vis., 2024)

UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning. - Xuefeng Zhu 003; Tianyang Xu 001; Zongtao Liu; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

Memory Prompt for Spatiotemporal Transformer Visual Object Tracking. - Tianyang Xu 001; Xiaojun Wu 001; Xuefeng Zhu 003; Josef Kittler (IEEE Trans. Artif. Intell., 2024)

Selective Depth Attention Networks for Adaptive Multiscale Feature Representation. - Qingbei Guo; Xiaojun Wu 001; Tianyang Xu 001; Tongzhen Si; Cong Hu; Jinglan Tian (IEEE Trans. Artif. Intell., 2024)

Multi-Level Fusion for Robust RGBT Tracking via Enhanced Thermal Representation. - Zhangyong Tang; Tianyang Xu 001; Xiao-Jun Wu 001; Josef Kittler (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Learning Feature Restoration Transformer for Robust Dehazing Visual Object Tracking. - Tianyang Xu 001; Yifan Pan; Zhenhua Feng 001; Xuefeng Zhu 003; Chunyang Cheng; Xiao-Jun Wu 001; Josef Kittler (Int. J. Comput. Vis., 2024)

R-DTI: Drug Target Interaction Prediction Based on Second-Order Relevance Exploration. - Yang Hua 002; Tianyang Xu 001; Xiaoning Song; Zhenhua Feng 001; Rui Wang 050; Wenjie Zhang 009; Xiaojun Wu 001 (AAAI, 2025)

PETS2025: Multi-Authority Multi-Sensor Maritime Surveillance Challenge and Evaluation. - Thanet Markchom; Jonathan Boyle; Lulu Chen; James M. Ferryman; Matteo Marturini; Stephan Veigl; Andreas Opitz; Andreas Kriechbaum-Zabini; Romaios Bratskas; Anastasios Gkamaris; Dimitris Papachristos; George Leventakis; et al. (AVSS, 2025)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu 001; Zhenhua Feng 001; Xiaojun Wu 001; Zhangyong Tang; Hui Li 037; Zeyang Zhang 002; Sara Atito Ali; Muhammad Awais 001; Josef Kittler (CVPR, 2025)

The Third Visual Object Tracking Segmentation VOTS2025 Challenge Results. - Matei Kristan; Jirí Matas; Pavel Tokmakov; Alan Lukezic; Michael Felsberg; Luka Cehovin Zajc; Khanh-Tung Tran; Xuan-Son Vu; Johanna Björklund; Michal Neoral; Hyung Jin Chang; Gustavo Fernández; et al. (ICCVW, 2025)

Adaptive Hyper-Graph Convolution Network for Skeleton-Based Human Action Recognition with Virtual Connections. - Youwei Zhou; Tianyang Xu 001; Cong Wu 006; Xiao-jun Wu 001; Josef Kittler (ICCV, 2025)

Hybrid Batch Normalisation: Resolving the Dilemma of Batch Normalisation in Federated Learning. - Hongyao Chen; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (ICML, 2025)

SymCL: Riemannian Contrastive Learning on the Symmetric Positive Definite Manifold for Visual Classification. - Yusheng Bao; Rui Wang 050; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (IJCNN, 2025)

Learning a Discriminative Grassmannian Neural Network for Visual Classification. - Yusheng Bao; Rui Wang 050; Tianyang Xu 001; Xiaojun Wu 001; Umapada Pal 001; Josef Kittler (IJCNN, 2025)

Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking. - Zhangyong Tang; Tianyang Xu 001; Xuefeng Zhu 003; Chunyang Cheng; Tao Zhou 002; Xiaojun Wu; Josef Kittler (ACM Multimedia, 2025)

Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm. - Xuefeng Zhu 003; Tianyang Xu 001; Yifan Pan; Jinjie Gu; Xi Li 001; Jiwen Lu; Xiaojun Wu 001; Josef Kittler (NeurIPS, 2025)

Cross-Modal Supervised Contrastive Learning for RGB-T Semantic Segmentation. - Chuanjiang Zhang; Tianyang Xu 001; Zhangyong Tang; Xiaojun Wu 001 (PRCV (5), 2025)

Learning adaptive detection and tracking collaborations with augmented UAV synthesis for accurate anti-UAV system. - Shihan Liu; Tianyang Xu 001; Xuefeng Zhu 003; Xiaojun Wu 001; Josef Kittler (Expert Syst. Appl., 2025)

Towards fine-grained adaptive video captioning via Quality-Aware Recurrent Feedback Network. - Tianyang Xu 001; Yunjie Zhang; Xiaoning Song; Xiao-Jun Wu 001 (Expert Syst. Appl., 2025)

Multi-layer multi-level comprehensive learning for deep multi-view clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Hui Li 037; Josef Kittler (Inf. Fusion, 2025)

TextFusion: Unveiling the power of textual semantics for controllable image fusion. - Chunyang Cheng; Tianyang Xu 001; Xiaojun Wu 001; Hui Li 037; Xi Li 001; Zhangyong Tang; Josef Kittler (Inf. Fusion, 2025)

Multi-modal adapter for RGB-T tracking. - He Wang 028; Tianyang Xu 001; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2025)

DDBFusion: An unified image decomposition and fusion framework based on dual decomposition and Bézier curves. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2025)

Dual attention focus network for few-shot skeleton-based action recognition. - Jie Liu; Chongben Tao; Zhongwei Shen; Cong Wu 006; Tianyang Xu 001; Xizhao Luo; Feng Cao; Zhen Gao; Zufeng Zhang; Sai Xu (Knowl. Based Syst., 2025)

Anchor Graph Learning with Double Noise Removal for Multi-View Clustering. - Zhe Chen 018; Mingzhi Zhu; Hui Li 037; Tianyang Xu 001 (Neural Networks, 2025)

TENet: Targetness entanglement incorporating with multi-scale pooling and mutually-guided fusion for RGB-E object tracking. - Pengcheng Shao; Tianyang Xu 001; Zhangyong Tang; Linze Li 002; Xiao-Jun Wu 001; Josef Kittler (Neural Networks, 2025)

Adaptive pooling with dual-stage fusion for skeleton-based action recognition. - Cong Wu 006; Xiao-Jun Wu 001; Tianyang Xu 001; Josef Kittler (Neural Networks, 2025)

Temporal aggregation for real-time RGBT tracking via fast decision-level fusion. - Zhangyong Tang; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Pattern Recognit. Lett., 2025)

BCN: Bidirectional Contrastive Learning Net for Multi-View Clustering. - Zhe Chen 018; Cheng Ma; Jun Huang 003; Tianyang Xu 001; Xiaojun Wu 001 (IEEE Signal Process. Lett., 2025)

M3Track: Meta-Prompt for Multi-Modal Tracking. - Zhangyong Tang; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (IEEE Signal Process. Lett., 2025)

Adaptive Colour-Depth Aware Attention for RGB-D Object Tracking. - Xuefeng Zhu 003; Tianyang Xu 001; Xiaojun Wu 001; Zhenhua Feng 001; Josef Kittler (IEEE Signal Process. Lett., 2025)

Revisiting RGBT Tracking Benchmarks From the Perspective of Modality Validity: A New Benchmark, Problem, and Solution. - Zhangyong Tang; Tianyang Xu 001; Xiao-Jun Wu 001; Xuefeng Zhu 003; Chunyang Cheng; Zhenhua Feng 001; Josef Kittler (IEEE Trans. Image Process., 2025)

I Know How You Move: Explicit Motion Estimation for Human Action Recognition. - Zhongwei Shen; Xiaojun Wu 001; Hui Li 037; Tianyang Xu 001; Cong Wu 006 (IEEE Trans. Multim., 2025)

RefineFuse: an end-to-end network for multi-scale refinement fusion of multi-modality images. - Chengcheng Song; Hui Li 037; Tianyang Xu 001; Xiao-jun Wu 001; Josef Kittler (Vis. Intell., 2025)

UASTrack: A Unified Adaptive Selection Framework with Modality-Customization in Single Object Tracking. - He Wang 028; Tianyang Xu 001; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion. - Chunyang Cheng; Tianyang Xu 001; Zhenhua Feng 001; Xiaojun Wu 001; ZhangyongTang; Hui Li 037; Zeyang Zhang 002; Sara Atito 001; Muhammad Awais 001; Josef Kittler (CoRR, 2025)

ATMNet: Adaptive Two-Stage Modular Network for Accurate Video Captioning. - Tianyang Xu 001; Yunjie Zhang; Xiaoning Song; Zhenhua Feng 001; Xiao-Jun Wu 001 (IEEE Trans. Syst. Man Cybern. Syst., 2025)

FusionBooster: A Unified Image Fusion Boosting Paradigm. - Chunyang Cheng; Tianyang Xu 001; Xiaojun Wu 001; Hui Li 037; Xi Li 001; Josef Kittler (Int. J. Comput. Vis., 2025)

Learning Structure-Supporting Dependencies via Keypoint Interactive Transformer for General Mammal Pose Estimation. - Tianyang Xu 001; Jiyong Rao; Xiaoning Song; Zhenhua Feng 001; Xiaojun Wu 001 (Int. J. Comput. Vis., 2025)

Deep Discriminative Multi-View Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Hui Li 037; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2025)

Serial Over Parallel: Learning Continual Unification for Multi-Modal Visual Object Tracking and Benchmarking. - Zhangyong Tang; Tianyang Xu 001; Xuefeng Zhu 003; Chunyang Cheng; Tao Zhou 002; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

Omni Survey for Multimodality Analysis in Visual Object Tracking. - Zhangyong Tang; Tianyang Xu 001; Xuefeng Zhu 003; Hui Li 037; Shaochuan Zhao; Tao Zhou 002; Chunyang Cheng; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

DFL-Net: Disentangled Feature Learning Network for Multi-View Clustering. - Zhe Chen 018; Xiaojun Wu 001; Tianyang Xu 001; Josef Kittler (IEEE Trans. Knowl. Data Eng., 2025)

MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook. - Peng Xu; Shengwu Xiong 001; Jiajun Zhang; Yaxiong Chen; Bowen Zhou 002; Chen Change Loy; David A. Clifton; Kyoung Mu Lee; Luc Van Gool; Ruiming He; Ruilin Yao; Xinwei Long; et al. (CoRR, 2025)

Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Network. - Xuan Yu; Tianyang Xu 001 (CoRR, 2025)

A Tri-Modal Dataset and a Baseline System for Tracking Unmanned Aerial Vehicles. - Tianyang Xu 001; Jinjie Gu; Xuefeng Zhu 003; Xiaojun Wu 001; Josef Kittler (CoRR, 2025)

Fastere: a fast framework for entity relation extractions. - Wenjie Zhang 009; Tianyang Xu 001; Yang Hua 002; Zhenhua Feng 001; Xiaoning Song (Data Min. Knowl. Discov., 2025)

SMLNet: A SPD Manifold Learning Network for Infrared and Visible Image Fusion. - Huan Kang; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Rui Wang 050; Chunyang Cheng; Josef Kittler (Int. J. Comput. Vis., 2025)

Bidirectional Channel-selective Semantic Interaction for Semi-Supervised Medical Segmentation. - Kaiwen Huang 002; Yizhe Zhang 001; Yi Zhou 007; Tianyang Xu 001; Tao Zhou 002 (AAAI, 2026)

Learning Topology-Driven Multi-Subspace Fusion for Grassmannian Deep Networks. - Xuan Yu; Tianyang Xu 001 (AAAI, 2026)

Coarse-to-fine dual flexible-competition hybrid collaborative-nonnegative representation method for image classification. - Zi-Qi Li; Zhilin Chen; Tingting Guo; Yonghong Zhang; Xiaoning Song; Tianyang Xu 001 (Expert Syst. Appl., 2026)

GrFormer: A novel Transformer on Grassmann manifold for infrared and visible image fusion. - Huan Kang; Hui Li 037; Xiaojun Wu 001; Tianyang Xu 001; Rui Wang 050; Chunyang Cheng; Josef Kittler (Inf. Fusion, 2026)

Learning spatio-temporal affine representation subspace for video-based person re-identification. - Minzhi Li; Tianyang Xu 001; Jian Ding; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2026)

Learning Bi-directional fusion and deformation-sensitive loss for RGB-T tiny object detection. - Zhangyong Tang; Youchen Xie; Tianyang Xu 001; Xiaojun Wu 001; Josef Kittler (Inf. Fusion, 2026)

Positive and negative neighbor dual-flexible nonnegative representation method for image classification. - Ziqi Li; Zhilin Chen; Tingting Guo; Yonghong Zhang; Xiaoning Song; Tianyang Xu 001 (Inf. Process. Manag., 2026)

Hausdorff-weighted contrastive fusion for multi-view clustering. - Ziqi Li; Junjie Liao; Yonghong Zhang; Jun Sun 008; Tianyang Xu 001 (Knowl. Based Syst., 2026)

Interactive image-to-video transfer learning. - Cong Wu 006; Tianyang Xu 001; Zhenhua Feng 001; Xiao-jun Wu 001; Josef Kittler (Neural Networks, 2026)

LoongTrack: Exploring long-sequence modeling for visual tracking. - Wenkang Zhang; Tianyang Xu 001; Fei Xie; Mu Nie; Wankou Yang (Neural Networks, 2026)

TATrack: Target-oriented adaptive vision transformer for UAV tracking. - Wenkang Zhang; Tianyang Xu 001; Fei Xie; Jinhui Wu; Wankou Yang (Neural Networks, 2026)

SPD-Updater: Symmetric positive definite manifold geometry based temporal updating for visual object tracking. - Jinglin Zhou; Tianyang Xu 001; Xuefeng Zhu 003; Xiao-Jun Wu 001; Josef Kittler (Neural Networks, 2026)

Vision Mamba-enhanced Multi-level Context Aggregation Network for polyp segmentation. - Jiaye Chen; Jian Ding; Tianyang Xu 001; Rui Wang 050; Xiaoning Song; Tao Zhou 002 (Pattern Recognit., 2026)

Unfolded ISTA for deep sparse subspace clustering. - Tianhao Huang; Tianyang Xu 001; Xiao-Jun Wu; Josef Kittler (Pattern Recognit., 2026)

Full-combination contrastive learning for multi-view clustering. - Cheng Ma; Zhe Chen 018; Heng Liu; Hui Li 037; Tianyang Xu 001 (Pattern Recognit., 2026)

Harmonising adaptive receptive field with multi-scale and multi-task perception for real-time face detection. - He-Feng Yin; Tianyang Xu 001; Jian Wang; Xiao-Jun Wu (Pattern Recognit., 2026)

Visual complexity guided diffusion defender for video object tracking and recognition. - Shaochuan Zhao; Tianyang Xu 001; Hui Li 037; Xiao-Jun Wu 001; Josef Kittler (Pattern Recognit., 2026)

BusReF: Infrared-Visible Images Registration and Fusion Focus on Reconstructible Area Using One Set of Features. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Congcong Bian; Josef Kittler (ACM Trans. Multim. Comput. Commun. Appl., 2026)

Towards Highly Transferable Vision-Language Attack via Semantic-Augmented Dynamic Contrastive Interaction. - Yuanbo Li; Tianyang Xu 001; Cong Hu; Tao Zhou 002; Xiaojun Wu 001; Josef Kittler (CoRR, 2026)

Multi-Paradigm Collaborative Adversarial Attack Against Multi-Modal Large Language Models. - Yuanbo Li; Tianyang Xu 001; Cong Hu; Tao Zhou 002; Xiao-Jun Wu; Josef Kittler (CoRR, 2026)

Learning Progressive Adaptation for Multi-Modal Tracking. - He Wang 028; Tianyang Xu 001; Zhangyong Tang; Xiaojun Wu 001; Josef Kittler (CoRR, 2026)

Beyond Strict Pairing: Arbitrarily Paired Training for High-Performance Infrared and Visible Image Fusion. - Yanglin Deng; Tianyang Xu 001; Chunyang Cheng; Hui Li; Xiao-Jun Wu; Josef Kittler (CoRR, 2026)

EvaNet: Towards More Efficient and Consistent Infrared and Visible Image Fusion Assessment. - Chunyang Cheng; Tianyang Xu 001; Xiaojun Wu 001; Tao Zhou 002; Hui Li 037; Zhangyong Tang; Josef Kittler (CoRR, 2026)

A Color Information Driven Collaborative Training of Dual Task Parallel Network for Visible and Thermal Infrared Image Fusion and Saliency Object Detection. - Zeyang Zhang 002; Hui Li 037; Tianyang Xu 001; Xiaojun Wu 001; Muhammad Awais 001; Josef Kittler (Int. J. Comput. Vis., 2026)

Dual-Reliable Contrastive Fusion for Multi-View Clustering. - Ziqi Li; Junjie Liao; Yonghong Zhang; Tianyang Xu 001 (IEEE Trans. Circuits Syst. Video Technol., 2026)

Adaptive Continual Learning for Online Visual Object Tracking via Dynamic Grassmannian Appearance Modeling. - Jinglin Zhou; Tianyang Xu 001; Xuefeng Zhu 003; Xiaojun Wu 001; Josef Kittler (IEEE Trans. Circuits Syst. Video Technol., 2026)