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Viet-Tham Huynh

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Conference Aug 2026

Region-Guided Search for Ultra-High-Resolution Small Object Detection

Current object detection models face significant challenges when applied to ultra-high-resolution images, as global downscaling frequently destroys crucial details for small objects, while EGC wastes computation on irrelevant regions and causes object truncation at tile boundaries. We propose a two-step reasoning archi...

Gia-Phuc Song-Dong, Anh-Kiet Tran-Nhu, Minh-Triet Tran et al. · 0 citations

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