30Hz Object Detection with DPM V5

@inproceedings{Sadeghi201430HzOD,
  title={30Hz Object Detection with DPM V5},
  author={M. Sadeghi and D. Forsyth},
  booktitle={ECCV},
  year={2014}
}
  • M. Sadeghi, D. Forsyth
  • Published in ECCV 2014
  • Computer Science
  • We describe an implementation of the Deformable Parts Model [1] that operates in a user-defined time-frame. [...] Key Method A hierarchical vector quantization method is used to compress HOG features for fast template evaluation. An object proposal step uses hash-table methods to identify locations where evaluating templates would be most useful; these locations are inserted into a priority queue, and processed in a detection phase. Both proposal and detection phases have an any-time property. Our method…Expand Abstract
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