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2026

Global Context-Anchored Cyclic Detector With Angle-Aware Regression for Remote Sensing Object Detection

Remote sensing object detection (RSOD) is crucial for disaster monitoring, emergency response, and military reconnaissance, yet it remains challenging due to extreme scale variations and arbitrary orientations of objects. Despite recent advancements, existing methods are hindered by two critical challenges. At the feat...

Hui Xie, Zhan-Chao Huang, Li Wang et al. · 0 citations
2026

Mining Heterogeneous Advantages via Feature Purification and Recombination for Multimodal Object Detection

Visible-infrared (IR) image fusion constitutes a pivotal paradigm for achieving all-weather robust object detection. However, its performance gains are frequently impeded by cross-modal semantic heterogeneity. This issue degrades representation quality in two primary ways. First, heterogeneous noises (e.g., thermal art...

Yu-Hao Du, Zhan-Chao Huang, Jun-Jie Wang et al. · 0 citations

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