Analysing Domain Shift Factors between Videos and Images for Object Detection

Object detection is one of the most important challenges in computer vision. Object detectors are usually trained on bounding-boxes from still images. Recently, video has been used as an alternative source of data. Yet, for a given test domain (image or video), the performance of the detector depend...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2016-11, Vol.38 (11), p.2327-2334
Hauptverfasser:	Kalogeiton, Vicky, Ferrari, Vittorio, Schmid, Cordelia
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science Computer vision Computer Vision and Pattern Recognition Detectors domain adaptation Electronic mail Image quality Object detection Training video and image analysis Videos
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