Grouping in the normalized cut framework
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Grouping in the normalized cut framework. / Malik, Jitendra; Shi, Jianbo; Belongie, Serge; Leung, Thomas.
In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 1999, p. 155-164.Research output: Contribution to journal › Conference article › Research › peer-review
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TY - GEN
T1 - Grouping in the normalized cut framework
AU - Malik, Jitendra
AU - Shi, Jianbo
AU - Belongie, Serge
AU - Leung, Thomas
N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 1999.
PY - 1999
Y1 - 1999
N2 - In this paper, we study low-level image segmentation in the normalized cut framework proposed by Shi and Malik (1997). The goal is to partition the image from a big picture point of view. Perceptually signicant groups are detected rst while small variations and details are treated later. Dierent image features-intensity, color, texture, con-tour continuity, motion and stereo disparity are treated in one uniform framework. We suggest directions for intermediate-level grouping on the output of this low-level segmentation.
AB - In this paper, we study low-level image segmentation in the normalized cut framework proposed by Shi and Malik (1997). The goal is to partition the image from a big picture point of view. Perceptually signicant groups are detected rst while small variations and details are treated later. Dierent image features-intensity, color, texture, con-tour continuity, motion and stereo disparity are treated in one uniform framework. We suggest directions for intermediate-level grouping on the output of this low-level segmentation.
UR - http://www.scopus.com/inward/record.url?scp=46249116512&partnerID=8YFLogxK
U2 - 10.1007/3-540-46805-6_9
DO - 10.1007/3-540-46805-6_9
M3 - Conference article
AN - SCOPUS:46249116512
SP - 155
EP - 164
JO - Lecture Notes in Computer Science
JF - Lecture Notes in Computer Science
SN - 0302-9743
T2 - International Workshop on Shape, Contour and Grouping in Computer Vision
Y2 - 26 May 1998 through 29 May 1998
ER -
ID: 302060460