{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/objects-as-points","title":"Objects as Points","arxiv_id":"1904.07850","date":"2019-04-16","proceeding":null,"authors":["Xingyi Zhou","Dequan Wang","Philipp Krähenbühl"],"abstract":"Detection identifies objects as axis-aligned boxes in an image. Most\nsuccessful object detectors enumerate a nearly exhaustive list of potential\nobject locations and classify each. This is wasteful, inefficient, and requires\nadditional post-processing. In this paper, we take a different approach. We\nmodel an object as a single point --- the center point of its bounding box. Our\ndetector uses keypoint estimation to find center points and regresses to all\nother object properties, such as size, 3D location, orientation, and even pose.\nOur center point based approach, CenterNet, is end-to-end differentiable,\nsimpler, faster, and more accurate than corresponding bounding box based\ndetectors. CenterNet achieves the best speed-accuracy trade-off on the MS COCO\ndataset, with 28.1% AP at 142 FPS, 37.4% AP at 52 FPS, and 45.1% AP with\nmulti-scale testing at 1.4 FPS. We use the same approach to estimate 3D\nbounding box in the KITTI benchmark and human pose on the COCO keypoint\ndataset. 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