Visual Object Tracking: An Evaluation Perspective
X. Zhao, Shiyu Hu, X. Yin
Springer, Part of the book series: Advances in Computer Vision and Pattern Recognition (ACVPR)
📌 Visual Object Tracking 📌 Intelligent Evaluation Technology
📃 Book

Global Instance Tracking: Locating Target More Like Humans
Shiyu Hu, X. Zhao, L. Huang, K. Huang
IEEE Transactions on Pattern Analysis and Machine Intelligence (CCF-A Journal)
📌 Visual Object Tracking 📌 Large-scale Benchmark Construction 📌 Intelligent Evaluation Technology
📃 Paper 📑 PDF 🪧 Poster 🌐 Platform 🔧 Toolkit 💾 Dataset

SOTVerse: A User-defined Task Space of Single Object Tracking
Shiyu Hu, X. Zhao, K. Huang
International Journal of Computer Vision (CCF-A Journal)
📌 Visual Object Tracking 📌 Dynamic Open Environment Construction 📌 3E Paradigm
📃 Paper 📑 PDF 🌐 Platform

BioDrone: A Bionic Drone-based Single Object Tracking Benchmark for Robust Vision
X. Zhao, Shiyu Hu✉️, Y. Wang, J. Zhang, Y. Hu, R. Liu, H. Lin, Y. Li, R. Li, K. Liu, J. Li
International Journal of Computer Vision (CCF-A Journal)
📌 Visual Object Tracking 📌 Drone-based Tracking 📌 Visual Robustness
📃 Paper 🌐 Platform 📑 PDF 🔧 Toolkit 💾 Dataset

A Multi-modal Global Instance Tracking Benchmark (MGIT): Better Locating Target in Complex Spatio-temporal and causal Relationship
Shiyu Hu, D. Zhang, M. Wu, X. Feng, X. Li, X. Zhao, K. Huang
Conference on Neural Information Processing Systems (CCF-A Conference, Poster)
📌 Visual Language Tracking 📌 Long Video Understanding and Reasoning 📌 Hierarchical Semantic Information Annotation
📃 Paper 📃 PDF 🪧 Poster 📹 Slides 🌐 Platform 🔧 Toolkit 💾 Dataset

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)
Shiyu Hu, X. Zhao, K. Huang
Journal of Images and Graphics (《中国图象图形学报》, CCF-B Chinese Journal)
📌 Visual Object Tracking 📌 Intelligent Evaluation Technique 📌 AI4Science
📃 Paper 📑 PDF

Improved SAR Aircraft Detection Algorithm Based on Visual State Space Models
Y. Wang, J. Zhang, Y. Wang, Shiyu Hu✉️, B. Shen, Z. Hou, W. Zhou
IET Computer Vision (CCF-C Journal)
📌 Synthetic Aperture Radar 📌 State Space Models 📌 Aircraft Object Detection

CSTrack: Enhancing RGB-X Tracking via Compact Spatiotemporal Features
X. Feng, D. Zhang, Shiyu Hu, X. Li, M. Wu, J. Zhang, X. Chen, K. Huang
International Conference on Machine Learning (CCF-A Conference, Poster)
📌 Visual Object Tracking 📌 Multi-modal Learning

Beyond Accuracy: Tracking more like Human via Visual Search
D. Zhang, Shiyu Hu, X. Feng, X. Li, M. Wu, J. Zhang, K. Huang
Conference on Neural Information Processing Systems (CCF-A Conference, Poster)
📌 Visual Object Tracking 📌 Visual Search Mechanism 📌 Visual Turing Test

MemVLT: Vision-Language Tracking with Adaptive Memory-based Prompts
X. Feng, X. Li, Shiyu Hu, D. Zhang, M. Wu, J. Zhang, X. Chen, K. Huang
Conference on Neural Information Processing Systems (CCF-A Conference, Poster)
📌 Visual Language Tracking 📌 Human-like Memory Modeling 📌 Adaptive Prompts

Diverse Text Generation for Visual Language Tracking Based on LLM
X. Li, X. Feng, Shiyu Hu, M. Wu, D. Zhang, J. Zhang, K. Huang
the 3rd Workshop on Vision Datasets Understanding and DataCV Challenge in CVPR 2024 (Workshop in CCF-A Conference, Oral, Best Paper Honorable Mention)
📌 Visual Language Tracking 📌 Large Language Model 📌 Evaluation Technique
📃 Paper 📃 PDF 🪧 Poster 📹 Slides 🌐 Platform 🔧 Toolkit 💾 Dataset 🏆 Award

Enhancing Vision-Language Tracking by Effectively Converting Textual Cues into Visual Cues
X. Feng, D. Zhang, Shiyu Hu, X. Li, M. Wu, J. Zhang, X. Chen, K. Huang
IEEE International Conference on Acoustics, Speech, and Signal Processing (CCF-B Conference, Poster)
📌 Visual Language Tracking 📌 Multi-modal Learning 📌 Grounding Model

Robust Single-particle Cryo-EM Image Denoising and Restoration
J. Zhang, T. Zhao, Shiyu Hu, X. Zhao
IEEE International Conference on Acoustics, Speech, and Signal Processing (CCF-B Conference, Poster)
📌 Medical Image Processing 📌 AI4Science 📌 Diffusion Model
📃 Paper 📑 PDF

Finger in Camera Speaks Everything: Unconstrained Air-Writing for Real-World
M. Wu, K. Huang, Y. Cai, Shiyu Hu, Y. Zhao, W. Wang
IEEE Transactions on Circuits and Systems for Video Technology (CCF-B Journal)
📌 Air-writing Technique 📌 Benchmark Construction 📌 Human-machine Interaction
📃 Paper 📃 PDF 🔧 Toolkit

VS-LLM: Visual-Semantic Depression Assessment based on LLM for Drawing Projection Test
M. Wu, Y. Kang, X. Li, Shiyu Hu, X. Chen, Y. kang, W. Wang, K. Huang
Chinese Conference on Pattern Recognition and Computer Vision (CCF-C Conference)
📌 Psychological Assessment System 📌 Gamified Assessment 📌 AI4Science
📃 Paper 📃 PDF

A Hierarchical Theme Recognition Model for Sandplay Therapy
X. Feng, Shiyu Hu, X. Chen, K. Huang
Chinese Conference on Pattern Recognition and Computer Vision (CCF-C Conference, Poster)
📌 Psychological Assessment System 📌 Gamified Assessment 📌 AI4Science
📃 Paper 📑 PDF 🔖 Supplementary 🪧 Poster

Revisiting Instance Search: A New Benchmark Using Cycle Self-training
Y. Zhang, C. Liu, W. Chen, X. Xu, F. Wang, H. Li, Shiyu Hu, X. Zhao
Neurocomputing (CCF-C Journal)
📌 Video Instance Search 📌 Benchmark Construction 📌 Data Mining
📃 Paper 📑 PDF 🌐 Project

Visual Turing: The Next Development of Computer Vision in The View of Human-computer Gaming (视觉图灵：从人机对抗看计算机视觉下一步发展)
K. Huang, X. Zhao, Q. Li, Shiyu Hu
Journal of Graphics (《图学学报》, CCF-C Chinese Journal)
📌 Visual Object Tracking 📌 Intelligent Evaluation Technique 📌 AI4Science
📃 Paper 📑 PDF

Artificial Intelligence-Enabled Adaptive Learning Platforms: A Review
L. Tan, Shiyu Hu, Darren J. Yeo, K. Cheong
Computers & Education: Artificial Intelligence
📌 Adaptive Learning Platforms 📌 AI for Education 📌 Educational Technology

A Review of Intelligent Psychological Assessment Based on Interactive Environment (基于交互环境的智能化心理测评)
K. Huang, Y. Kang, C. Yan, Shiyu Hu, L. Wang, T. Tao, W. Gao
Chinese Mental Health Journal (《中国心理卫生杂志》, CSSCI Journal, Top Psychological Journal in China)
📌 Psychological Assessment System 📌 Gamified Assessment 📌 AI4Science

Rethinking Similar Object Interference in Single Object Tracking
Y. Wang, Shiyu Hu, X. Zhao
International Conference on Computer Science and Artificial Intelligence (EI Conference, Oral)
📌 Visual Object Tracking 📌 Similar Object Interference 📌 Data Mining
📃 Paper 🗒 bibTex 📑 PDF

FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning
Shiyu Hu*, X. Li*, X. Li, J. Zhang, Y. Wang, X. Zhao, K. Cheong (*Equal Contributions)
📌 Large Vision-Language Models 📌 Video Caption 📌 Video Understanding
📃 Paper 📑 PDF 🌐 Project

When LLMs Learn to be Students: The SOEI Framework for Modeling and Evaluating Virtual Student Agents in Educational Interaction
Y. Ma*, Shiyu Hu*, X. Li, Y. Wang, Y. Chen, S. Liu, K. Cheong (*Equal Contributions)
📌 AI4Education 📌 LLMs 📌 LLM-based Agent
📃 Paper 📑 PDF

DTVLT: A Multi-modal Diverse Text Benchmark for Visual Language Tracking Based on LLM
X. Li, Shiyu Hu, X. Feng, D. Zhang, M. Wu, J. Zhang, K. Huang
📌 Visual Language Tracking 📌 Large Language Model 📌 Evaluation Technique
📃 Paper 📑 PDF 🌐 Project

Visual Language Tracking with Multi-modal Interaction: A Robust Benchmark
X. Li, Shiyu Hu, X. Feng, D. Zhang, M. Wu, J. Zhang, K. Huang
📌 Visual Language Tracking 📌 Multi-modal Interaction 📌 Evaluation Technology
📃 Paper 📑 PDF 🌐 Project

Nearing or Surpassing: Overall Evaluation of Human-Machine Dynamic Vision Ability
Shiyu Hu, X. Zhao, Y. Wang, Y. Shan, K. Huang
📌 Visual Object Tracking 📌 Intelligent Evaluation Technique 📌 AI4Science
📑 PDF