METHOD AND APPARATUS WITH OBJECT DETECTION

Abstract: a method of training an object detector including obtaining a first tracklet set based on an object detection result output corresponding to a plurality of frames, obtaining a second tracklet set from ground truth data predetermined corresponding to the plurality of frames, obtaining a first bipartite matching result of a bounding box level, the bounding box level corresponding to each of first tracklets included in the first tracklet set and each of second tracklets included in the second tracklet set, obtaining a second bipartite matching result of a tracklet level, the tracklet level corresponding to the first tracklet set and the second tracklet set, based on the first bipartite matching result, and assigning a second tracklet determined to be one of a pair including a first tracklet, as a paired first tracklet and second tracklet, to ground truth data of the first tracklet, based on the second bipartite matching result.

Inventor(s): Ju Hwan SONG, Seungin PARK, Byung In YOO, Sangil JUNG

CPC Classification: G06V10/759 (IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING)

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