Accelerating Non-Maximum Suppression: A Graph Theory Perspective

Neural Information Processing Systems 

Non-maximum suppression (NMS) is an indispensable post-processing step in object detection. With the continuous optimization of network models, NMS has become the ``last mile'' to enhance the efficiency of object detection.