Context-Aware Integration of Language and Visual References for Natural Language Tracking

no code implementations • 29 Mar 2024 • Yanyan Shao, Shuting He, Qi Ye, Yuchao Feng, Wenhan Luo, Jiming Chen

Tracking by natural language specification (TNL) aims to consistently localize a target in a video sequence given a linguistic description in the initial frame.

InterTracker: Discovering and Tracking General Objects Interacting with Hands in the Wild

no code implementations • 6 Aug 2023 • Yanyan Shao, Qi Ye, Wenhan Luo, Kaihao Zhang, Jiming Chen

Understanding human interaction with objects is an important research topic for embodied Artificial Intelligence and identifying the objects that humans are interacting with is a primary problem for interaction understanding.

Object Object Tracking

Graph Attention Tracking

no code implementations • CVPR 2021 • Dongyan Guo, Yanyan Shao, Ying Cui, Zhenhua Wang, Liyan Zhang, Chunhua Shen

We propose to establish part-to-part correspondence between the target and the search region with a complete bipartite graph, and apply the graph attention mechanism to propagate target information from the template feature to the search feature.

Graph Attention Object Tracking +1