Detecting Carried Objects from Sequences of Walking Pedestrians

@article{Damen2012DetectingCO,
  title={Detecting Carried Objects from Sequences of Walking Pedestrians},
  author={Dima Damen and David C. Hogg},
  journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year={2012},
  volume={34},
  pages={1056-1067}
}
This paper proposes a method for detecting objects carried by pedestrians, such as backpacks and suitcases, from video sequences. In common with earlier work [14], [16] on the same problem, the method produces a representation of motion and shape (known as a temporal template) that has some immunity to noise in foreground segmentations and phase of the walking cycle. Our key novelty is for carried objects to be revealed by comparing the temporal templates against view-specific exemplars… CONTINUE READING
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The PASCAL visual object classes challenge ( VOC

  • J. Ferryman
  • 2007

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