DocumentCode :
1206138
Title :
Multiple paths extraction in images using a constrained expanded trellis
Author :
Sun, Changming ; Appleton, Ben
Author_Institution :
CSIRO Math. & Inf. Sci., North Ryde, NSW, Australia
Volume :
27
Issue :
12
fYear :
2005
Firstpage :
1923
Lastpage :
1933
Abstract :
Single shortest path extraction algorithms have been used in a number of areas such as network flow and image analysis. In image analysis, shortest path techniques can be used for object boundary detection, crack detection, or stereo disparity estimation. Sometimes one needs to find multiple paths as opposed to a single path in a network or an image where the paths must satisfy certain constraints. In this paper, we propose a new algorithm to extract multiple paths simultaneously within an image using a constrained expanded trellis (CET) for feature extraction and object segmentation. We also give a number of application examples for our multiple paths extraction algorithm.
Keywords :
feature extraction; image segmentation; constrained expanded trellis; feature extraction; image extraction; multiple paths extraction; object segmentation; Cost function; Dynamic programming; Feature extraction; Image analysis; Intelligent networks; Object detection; Object segmentation; Radar tracking; Roads; Sun; Index Terms- Multiple paths extraction; constrained expanded trellis; feature extraction; object segmentation.; Algorithms; Artificial Intelligence; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Information Storage and Retrieval; Pattern Recognition, Automated;
fLanguage :
English
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on
Publisher :
ieee
ISSN :
0162-8828
Type :
jour
DOI :
10.1109/TPAMI.2005.247
Filename :
1524985
Link To Document :
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