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Aug 2026

A cross-modal fusion detection framework for robust object perception under challenging illumination

RGB-infrared (RGB-IR) fusion improves object detection by enabling robust object localization under challenging illumination and environmental conditions. However, the additional IR modality often increases computational cost, limiting its deployment in real-time measurement and perception systems. This work revisits c...

Hongru Xiao, Bo Li, Bin Yang et al. · 0 citations
#computer vision Review Sep 2026

ReFigBench: Benchmarking Scientific Figure Reconstruction as Editable PowerPoint Artifacts

Multimodal coding agents are expected to turn visual inputs into usable artifacts, and they act through a harness, the layer of tools, context management, and execution environment around the model. Existing evaluations often isolate short tool calls, API traces, or screenshot resemblance, and a low score under these p...

Li-Yang Fan, Chi Wei, Yi-Tai Li et al. · 0 citations

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