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The authors discuss the application of neural networks on scene segmentation problems. They demonstrate that a multiresolution image analysis followed by a scanning of smoothed images using a time delay neural network can provide solutions. This approach was applied on a task of human facial detection and localization in scenes. The system allowed the detection of 90% of the faces present in the scene. Current work on the integration of this segmentation module into a global system is discussed.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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Viennet et al. (2003) studied this question.