2024

X. Feng, X. Li, S. Hu, D. Zhang, M. Wu, J. Zhang, X. Chen, and K. Huang.
MemVLT: Visual-Language Tracking with Adaptive Memory-based Prompts.
Conference on Neural Information Processing Systems (NeurIPS), 2024.
[Paper] [BibTex]
D. Zhang, S. Hu, X. Feng, X. Li, M. Wu, J. Zhang, K. Huang.
Beyond Accuracy: Tracking more like Human through Visual Search.
Conference on Neural Information Processing Systems (NeurIPS), 2024.
[Paper] [BibTex]
X. Li, X. Feng, S. Hu, M. Wu, D. Zhang, J. Zhang, and K. Huang.
DTLLM-VLT: Diverse Text Generation for Visual Language Tracking Based on LLM.
CVPR Workshop on Vision Datasets Understanding (CVPRW, Oral, Best Paper Honorable Mention Award), 2024.
[Paper] [BibTex]

2023

X. Zhao, S. Hu, Y. Wang, J. Zhang, Y. Hu, R. Liu, H. Ling, Y. Li, R. Li, K. Liu, and J. Li.
BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision.
International Journal of Computer Vision (IJCV), 2023.
[Paper] [BibTex]
S. Hu, X. Zhao, and K. Huang
Visual Intelligence Evaluation Techniques for Single Object Tracking: A Survey (单目标跟踪中的视觉智能评估技术综述)
Journal of Images and Graphics (《中国图象图形学报》, CCF-B Chinese Journal), 2023
[Paper] [BibTex]
S. Hu, D. Zhang, M. Wu, X. Feng, X. Li, X. Zhao, and K. Huang.
A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and Causal Relationship.
Conference on Neural Information Processing Systems (NeurIPS), 2023.
[Paper] [BibTex]
S. Hu, X. Zhao, and K. Huang.
SOTVerse: A User-defined Task Space of Single Object Tracking.
International Journal of Computer Vision (IJCV), 2023.
[Paper] [BibTex]

2022

S. Hu, X. Zhao, L. Huang, and K. Huang.
Global Instance Tracking: Locating Target more like Humans.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
[Paper] [BibTex]

2019

L. Huang, X. Zhao, and K. Huang.
GOT-10k: A Large High-diversity Benchmark for Generic Object Tracking in the Wild.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019.
[Paper] [BibTex]
X. Feng, S. Hu, X. Li, D. Zhang, M. Wu, J. Zhang, X. Chen, and K. Huang.
Robust Vision-Language Tracking through Multimodal Target-Context Cues Aligned with Target States.
Submitted to a CCF-A conference, 2024.
[Paper] [BibTex]
X. Li, S. Hu, X. Feng, D. Zhang, M. Wu, J. Zhang, K. Huang.
DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM.
Submitted to a CAAI-A conference, 2024.
[Paper] [BibTex]
S. Hu*, X. Li*, X. Li, J. Zhang, Y. Wang, X. Zhao, K. Cheong (*Equal Contributions)
Can LVLMs Describe Videos like Humans? A Five-in-One Video Annotations Benchmark for Better Human-Machine Comparison.
Submitted to a CAAI-A conference, 2024.
[Paper] [BibTex]
X. Feng, D. Zhang, S. Hu, X. Li, M. Wu, J. Zhang, X. Chen, and K. Huang.
Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues.
Submitted to a CCF-B conference, 2024.
[Paper] [BibTex]
X. Li, S. Hu, X. Feng, D. Zhang, M. Wu, J. Zhang, K. Huang.
Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark.
Submitted to a CCF-A conference workshop, 2024.
[Paper] [BibTex]