Tianyang Xu

Orcid: 0000-0002-9015-3128

According to our database1, Tianyang Xu authored at least 123 papers between 2015 and 2024.

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Bibliography

2024
UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning.
Int. J. Comput. Vis., August, 2024

Learning Adaptive Spatio-Temporal Inference Transformer for Coarse-to-Fine Animal Visual Tracking: Algorithm and Benchmark.
Int. J. Comput. Vis., July, 2024

Perceiving Actions via Temporal Video Frame Pairs.
ACM Trans. Intell. Syst. Technol., June, 2024

A Spatio-Temporal Robust Tracker with Spatial-Channel Transformer and Jitter Suppression.
Int. J. Comput. Vis., May, 2024

Deep Metric Learning on the SPD Manifold for Image Set Classification.
IEEE Trans. Circuits Syst. Video Technol., February, 2024

Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Motion Complement and Temporal Multifocusing for Skeleton-Based Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., January, 2024

Scene adaptive mechanism for action recognition.
Comput. Vis. Image Underst., January, 2024

GuideFuse: A Novel Guided Auto-Encoder Fusion Network for Infrared and Visible Images.
IEEE Trans. Instrum. Meas., 2024

Pluggable Attack for Visual Object Tracking.
IEEE Trans. Inf. Forensics Secur., 2024

Unified Referring Expression Generation for Bounding Boxes and Segmentations.
IEEE Signal Process. Lett., 2024

Feature enhancement and coarse-to-fine detection for RGB-D tracking.
Pattern Recognit. Lett., 2024

Self-supervised learning for RGB-D object tracking.
Pattern Recognit., 2024

CRTrack: Learning Correlation-Refine network for visual object tracking.
Pattern Recognit., 2024

SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation.
CoRR, 2024

SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales.
CoRR, 2024

TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking.
CoRR, 2024

Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method.
CoRR, 2024

An Improved Graph Pooling Network for Skeleton-Based Action Recognition.
CoRR, 2024

Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs.
CoRR, 2024

BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features.
CoRR, 2024

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Generative-Based Fusion Mechanism for Multi-Modal Tracking.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification.
IEEE Trans. Neural Networks Learn. Syst., December, 2023

Exploring fusion strategies for accurate RGBT visual object tracking.
Inf. Fusion, November, 2023

Learning Motion-Perceive Siamese network for robust visual object tracking.
Pattern Recognit. Lett., September, 2023

LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images.
IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

ETM-face: effective training sample selection and multi-scale feature learning for face detection.
Multim. Tools Appl., July, 2023

WATCH: Two-Stage Discrete Cross-Media Hashing.
IEEE Trans. Knowl. Data Eng., June, 2023

Enhanced robust spatial feature selection and correlation filter learning for UAV tracking.
Neural Networks, April, 2023

U-SPDNet: An SPD manifold learning-based neural network for visual classification.
Neural Networks, April, 2023

MUFusion: A general unsupervised image fusion network based on memory unit.
Inf. Fusion, April, 2023

Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification.
IEEE Trans. Big Data, February, 2023

Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes.
Neural Process. Lett., February, 2023

Learning spatio-temporal discriminative model for affine subspace based visual object tracking.
Vis. Intell., 2023

DAH: Discrete Asymmetric Hashing for Efficient Cross-Media Retrieval.
IEEE Trans. Knowl. Data Eng., 2023

Toward Robust Visual Object Tracking With Independent Target-Agnostic Detection and Effective Siamese Cross-Task Interaction.
IEEE Trans. Image Process., 2023

Fast Self-Guided Multi-View Subspace Clustering.
IEEE Trans. Image Process., 2023

Scalable Affine Multi-view Subspace Clustering.
Neural Process. Lett., 2023

TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion.
CoRR, 2023

SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition.
CoRR, 2023

Evidential Detection and Tracking Collaboration: New Problem, Benchmark and Algorithm for Robust Anti-UAV System.
CoRR, 2023

The 3rd Anti-UAV Workshop & Challenge: Methods and Results.
CoRR, 2023

FusionBooster: A Unified Image Fusion Boosting Paradigm.
CoRR, 2023

Adaptive Riemannian Metrics on SPD Manifolds.
CoRR, 2023

LabelPrompt: Effective Prompt-based Learning for Relation Classification.
CoRR, 2023

Asymmetric Attention Fusion for Unsupervised Video Object Segmentation.
Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

COMIM-GAN: Improved Text-to-Image Generation via Condition Optimization and Mutual Information Maximization.
Proceedings of the MultiMedia Modeling - 29th International Conference, 2023

ACMA-GAN: Adaptive Cross-Modal Attention for Text-to-Image Generation.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Semantic-Guided Multi-feature Fusion for Accurate Video Captioning.
Proceedings of the Image and Graphics - 12th International Conference, 2023

Multi-modal Stream Fusion for Skeleton-Based Action Recognition.
Proceedings of the Image and Graphics - 12th International Conference, 2023

When Diffusion Model Meets with Adversarial Attack: Generating Transferable Adversarial Examples on Face Recognition.
Proceedings of the Image and Graphics - 12th International Conference, 2023

VLNet: A Multi-task Network for Joint Vehicle and Lane Detection.
Proceedings of the Image and Graphics - 12th International Conference, 2023

The First Visual Object Tracking Segmentation VOTS2023 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Action Probability Calibration for Efficient Naturalistic Driving Action Localization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Diffusion Init: Stronger Initialisation of Decision-Based Black-Box Attacks for Visual Object Tracking.
Proceedings of the Pattern Recognition - 7th Asian Conference, 2023

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models' Memories.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Riemannian Local Mechanism for SPD Neural Networks.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Two-Stage Supervised Discrete Hashing for Cross-Modal Retrieval.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters.
IEEE Trans. Multim., 2022

FEXNet: Foreground Extraction Network for Human Action Recognition.
IEEE Trans. Circuits Syst. Video Technol., 2022

Efficient Triangle-Connected Truss Community Search In Dynamic Graphs.
Proc. VLDB Endow., 2022

Target-Cognisant Siamese Network for Robust Visual Object Tracking.
Pattern Recognit. Lett., 2022

Structured classifier-based dictionary pair learning for pattern classification.
Pattern Anal. Appl., 2022

Multi-view Subspace Clustering via Joint Latent Representations.
Neural Process. Lett., 2022

Learning a discriminative SPD manifold neural network for image set classification.
Neural Networks, 2022

One-step kernelized sparse clustering on grassmann manifolds.
Multim. Tools Appl., 2022

FPNFuse: A lightweight feature pyramid network for infrared and visible image fusion.
IET Image Process., 2022

Fractional-Based Stochastic Gradient Algorithms for Time-Delayed ARX Models.
Circuits Syst. Signal Process., 2022

SDA-xNet: Selective Depth Attention Networks for Adaptive Multi-scale Feature Representation.
CoRR, 2022

DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification.
CoRR, 2022

Discriminative Supervised Subspace Learning for Cross-modal Retrieval.
CoRR, 2022

Unsupervised Image Fusion Method based on Feature Mutual Mapping.
CoRR, 2022

TGFuse: An Infrared and Visible Image Fusion Approach Based on Transformer and Generative Adversarial Network.
CoRR, 2022

MSNet: A Deep Multi-scale Submanifold Network for Visual Classification.
CoRR, 2022

A Survey for Deep RGBT Tracking.
CoRR, 2022

Temporal Aggregation for Adaptive RGBT Tracking.
CoRR, 2022

KITPose: Keypoint-Interactive Transformer for Animal Pose Estimation.
Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

Memory-Token Transformer for Unsupervised Video Anomaly Detection.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

MMOT: Motion-Aware Multi-Object Tracking with Optical Flow.
Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition, 2022

The Tenth Visual Object Tracking VOT2022 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

FoGMesh: 3D Human Mesh Recovery in Videos with Focal Transformer and GRU.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning.
Proceedings of the Computer Vision - ACCV 2022, 2022

2021
Correlation tracking with implicitly extending search region.
Vis. Comput., 2021

UNIFusion: A Lightweight Unified Image Fusion Network.
IEEE Trans. Instrum. Meas., 2021

From RGB to Depth: Domain Transfer Network for Face Anti-Spoofing.
IEEE Trans. Inf. Forensics Secur., 2021

Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2021

Learning Alternating Deep-Layer Cascaded Representation.
IEEE Signal Process. Lett., 2021

Adaptive feature fusion for visual object tracking.
Pattern Recognit., 2021

UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation.
J. Electronic Imaging, 2021

Dynamic information enhancement for video classification.
Image Vis. Comput., 2021

Back-propagation algorithm to estimate the parameters of auto-regressive exogenous model.
Int. J. Model. Identif. Control., 2021

Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters.
Int. J. Comput. Vis., 2021

Video Is Graph: Structured Graph Module for Video Action Recognition.
CoRR, 2021

PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion.
CoRR, 2021

Reinforced Generative Adversarial Network for Abstractive Text Summarization.
CoRR, 2021

Real-Time Cycle Slip Detection and Repair Method for BDS-3 Five-Frequency Data.
IEEE Access, 2021

Underwater Spherical Shell Classification and Parameter Estimation Based on Acoustic Backscattering Characteristics.
IEEE Access, 2021

Locality-Constrained Collaborative Representation with Multi-resolution Dictionary for Face Recognition.
Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

Study on Orthogonal Fuzzy Rough Set Model.
Proceedings of the ICMAI 2021: 6th International Conference on Mathematics and Artificial Intelligence, Chengdu, China, March 19, 2021

MSC-Fuse: An Unsupervised Multi-scale Convolutional Fusion Framework for Infrared and Visible Image.
Proceedings of the Image and Graphics - 11th International Conference, 2021

The Ninth Visual Object Tracking VOT2021 Challenge Results.
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Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

DRSGN: Dual Revised Semantic Graph Structured Network for Image-Text Matching.
Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

2020
Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking.
IEEE Trans. Circuits Syst. Video Technol., 2020

An accelerated correlation filter tracker.
Pattern Recognit., 2020

AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking.
CoRR, 2020

Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

The Eighth Visual Object Tracking VOT2020 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020


2019
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking.
IEEE Trans. Image Process., 2019

Adaptive Distraction Context Aware Tracking Based on Correlation Filter.
CoRR, 2019

The Seventh Visual Object Tracking VOT2019 Challenge Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019


Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking.
CoRR, 2018

Non-negative Subspace Representation Learning Scheme for Correlation Filter Based Tracking.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

The Sixth Visual Object Tracking VOT2018 Challenge Results.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2016
Fast visual object tracking via distortion-suppressed correlation filtering.
Proceedings of the IEEE International Smart Cities Conference, 2016

Palmprint and Palm Vein Multimodal Fusion Biometrics Based on MMNBP.
Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Region of interest extraction for palmprint and palm vein recognition.
Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015
Fast Correction Visual Tracking via Feedback Mechanism.
Proceedings of the Intelligence Science and Big Data Engineering. Image and Video Data Engineering, 2015

Visual object tracking via deep neural network.
Proceedings of the IEEE First International Smart Cities Conference, 2015


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