Spectral segmentation with multiscale graph decomposition

• Published in: 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) Vol. 2; pp. 1124 - 1131 vol. 2
• Main Authors: Cour, T., Benezit, F., Shi, J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 2005
• Subjects: Animals; Image coding; Image processing; Image segmentation; Information science; Mathematics; Partitioning algorithms; Pixel; Signal processing algorithms; Statistics

We present a multiscale spectral image segmentation algorithm. In contrast to most multiscale image processing, this algorithm works on multiple scales of the image in parallel, without iteration, to capture both coarse and fine level details. The algorithm is computationally efficient, allowing to...