Anh-Kiet Tran-Nhu

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...