Yet Even Faster (YEF) real-time object detection Online publication date: Mon, 19-Feb-2007
by Yotam Abramson, Bruno Steux, Hicham Ghorayeb
International Journal of Intelligent Systems Technologies and Applications (IJISTA), Vol. 2, No. 2/3, 2007
Abstract: We present an improvement to the object detection scheme of Viola and Jones (2004), using the example of face detection. We present a new kind of visual features that is based on sampling individual pixels within the examined sub-window, instead of comparing the sums of pixel values in rectangular regions. Our features are faster and do not demand the preparation of an integral image, nor variance-normalisation of each sub-window. The result is an improved system that detects faces in quarter-PAL images in only 9 milliseconds per image on a 2.4-GHz pentium computer.
Online publication date: Mon, 19-Feb-2007
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