Efficient real-time face detection for high resolution surveillance applications

@article{Cheng2012EfficientRF,
  title={Efficient real-time face detection for high resolution surveillance applications},
  author={Xin Cheng and Ruan Lakemond and Clinton Fookes and Sridha Sridharan},
  journal={2012 6th International Conference on Signal Processing and Communication Systems},
  year={2012},
  pages={1-6}
}
  • Xin Cheng, Ruan Lakemond, +1 author Sridha Sridharan
  • Published in
    6th International Conference…
    2012
  • Computer Science
  • This paper presents an efficient face detection method suitable for real-time surveillance applications. Improved efficiency is achieved by constraining the search window of an AdaBoost face detector to pre-selected regions. Firstly, the proposed method takes a sparse grid of sample pixels from the image to reduce whole image scan time. A fusion of foreground segmentation and skin colour segmentation is then used to select candidate face regions. Finally, a classifier-based face detector is… CONTINUE READING

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