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Zhangyong Tang

3 accepted papers

2025

One Model for ALL: Low-Level Task Interaction Is a Key to Task-Agnostic Image Fusion

CVPR 2025poster

Advanced image fusion methods mostly prioritise high-level missions, where task interaction struggles with semantic gaps, requiring complex bridging mechanisms. In contrast, we propose to leverage low-level vision tasks from digital photography fusion, allowing for effective feature interaction thro…

2024

Generative-Based Fusion Mechanism for Multi-Modal Tracking

AAAI 2024technical

Generative models (GMs) have received increasing research interest for their remarkable capacity to achieve comprehensive understanding. However, their potential application in the domain of multi-modal tracking has remained unexplored. In this context, we seek to uncover the potential of harnessing…

2023

RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking

AAAI 2023technical

RGB-D object tracking has attracted considerable attention recently, achieving promising performance thanks to the symbiosis between visual and depth channels. However, given a limited amount of annotated RGB-D tracking data, most state-of-the-art RGB-D trackers are simple extensions of high-perform…