发明名称 SELF-OPTIMIZED OBJECT DETECTION USING ONLINE DETECTOR SELECTION
摘要 Embodiments are directed to an object detection system having at least one processor circuit configured to receive a series of image regions and apply to each image region in the series a detector, which is configured to determine a presence of a predetermined object in the image region. The object detection system performs a method of selecting and applying the detector from among a plurality of foreground detectors and a plurality of background detectors in a repeated pattern that includes sequentially selecting a selected one of the plurality of foreground detectors; sequentially applying the selected one of the plurality of foreground detectors to one of the series of image regions until all of the plurality of foreground detectors have been applied; selecting a selected one of the plurality of background detectors; and applying the selected one of the plurality of background detectors to one of the series of image regions.
申请公布号 US2017046596(A1) 申请公布日期 2017.02.16
申请号 US201514824341 申请日期 2015.08.12
申请人 International Business Machines Corporation 发明人 Bobbitt Russell P.;Feris Rogerio S.;Shu Chiao-Fe;Zhai Yun
分类号 G06K9/62;G06T7/20;H04N7/18;G06K9/00 主分类号 G06K9/62
代理机构 代理人
主权项 1. In an object detection system having at least one processor circuit configured to receive a series of image regions and apply to each image region in the series a detector, the detector configured to determine a presence of a predetermined object in the image region, a computer implemented method of selecting and applying the detector, the method comprising: selecting and applying, by the at least one processor circuit, the detector from among a plurality of foreground detectors and a plurality of background detectors in a repeated pattern comprising: sequentially selecting, by the at least one processor circuit, a selected one of the plurality of foreground detectors; sequentially applying, by the at least one processor circuit, the selected one of the plurality of foreground detectors to one of the series of image regions until all of the plurality of foreground detectors have been applied; selecting, by the at least one processor circuit, a selected one of the plurality of background detectors; and applying, by the at least one processor circuit, the selected one of the plurality of background detectors to one of the series of image regions.
地址 Armonk NY US