2013 International Conference on Machine Learning and Cybernetics 2013
DOI: 10.1109/icmlc.2013.6890849
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Graph-Based image segmentation with bag-of-pixels

Abstract: Image segmentation can help us with a better understanding of the image content, and thus plays an important role in many fields of image processing including image retrieval, object recog nition and image compression. We propose a novel method based on an efficient Graph-Based segmentation after analyzing its ir rationalities. The proposed method with bag-of-pixels is sim ple and effective. In the evaluation using a large public image database that contains a lot of natural images, our method out performs the… Show more

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