Corpus ID: 60853172

Object Detection with Pixel Intensity Comparisons Organized in Decision Trees

@article{Markuvs2013ObjectDW,
  title={Object Detection with Pixel Intensity Comparisons Organized in Decision Trees},
  author={Nenad Markuvs and Miroslav Frljak and Igor S. Pandvzi'c and Jorgen Ahlberg and R. Forchheimer},
  journal={arXiv: Computer Vision and Pattern Recognition},
  year={2013}
}
  • Nenad Markuvs, Miroslav Frljak, +2 authors R. Forchheimer
  • Published 2013
  • Computer Science
  • arXiv: Computer Vision and Pattern Recognition
  • We describe a method for visual object detection based on an ensemble of optimized decision trees organized in a cascade of rejectors. The trees use pixel intensity comparisons in their internal nodes and this makes them able to process image regions very fast. Experimental analysis is provided through a face detection problem. The obtained results are encouraging and demonstrate that the method has practical value. Additionally, we analyse its sensitivity to noise and show how to perform fast… CONTINUE READING

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