A Coarse-to-Fine Object Detection Framework for High-Resolution Images with Sparse Objects

To detect sparse small objects in high resolution images at a low cost is significantly more challenging than regular detection tasks. Compared to the overall detection accuracy, the recall rate is much less affected when using properly downsampled images for detection. Based on this fact, we propose a clustering-based coarse-to-fine object detection framework to enhance the object detection of sp...