ML Anthology

Tracking Non-Rigid Objects in Complex Scenes

Daniel P. Huttenlocher, Jae J. Noh, William Rucklidge
ICCV 1993 pp. 93-101
doi:10.1109/ICCV.1993.378231 /iccv/1993/huttenlocher1993iccv-tracking/

Abstract

The authors describe a model-based method for tracking nonrigid objects moving in a complex scene. The method operates by extracting two-dimensional models of an object from a sequence of images. The basic idea underlying the technique is to decompose the image of a solid object moving in space into two components: a two-dimensional motion and a two-dimensional shape change. The motion component is factored out and the shape change is represented explicitly by a sequence of two-dimensional models, one corresponding to each image frame. The major assumption underlying the method is that the two-dimensional shape of an object will change slowly from one frame to the next. There is no assumption, however, that the two-dimensional image motion between successive frames will be small.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">&gt;</ETX>

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Text

Huttenlocher et al. "Tracking Non-Rigid Objects in Complex Scenes." IEEE/CVF International Conference on Computer Vision, 1993. doi:10.1109/ICCV.1993.378231

Markdown

[Huttenlocher et al. "Tracking Non-Rigid Objects in Complex Scenes." IEEE/CVF International Conference on Computer Vision, 1993.](https://mlanthology.org/iccv/1993/huttenlocher1993iccv-tracking/) doi:10.1109/ICCV.1993.378231

BibTeX

@inproceedings{huttenlocher1993iccv-tracking,
  title     = {{Tracking Non-Rigid Objects in Complex Scenes}},
  author    = {Huttenlocher, Daniel P. and Noh, Jae J. and Rucklidge, William},
  booktitle = {IEEE/CVF International Conference on Computer Vision},
  year      = {1993},
  pages     = {93-101},
  doi       = {10.1109/ICCV.1993.378231},
  url       = {https://mlanthology.org/iccv/1993/huttenlocher1993iccv-tracking/}
}