Hierarchical spatial reasoning in image segmentation

Fenglei Yang; Baomin Li

doi:10.1109/PIC.2010.5687427

Hierarchical spatial reasoning in image segmentation

Fenglei Yang^*
, Baomin Li

^*Corresponding author for this work

Faculty of Education

Shanghai University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, we propose a hierarchical image presentation which composes of multi-scale regions and spatial relationships among them. A four-step process, combined with image segmentation, is introduced to construct a hierarchical presentation for an image. Hierarchical spatial reasoning with several reasoning rules proposed is used to reconstruct the presentation and guide image segmentation. Experiment results demonstrate the advantage of our approach.

Original language	English
Title of host publication	Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010
Pages	76-80
Number of pages	5
DOIs	https://doi.org/10.1109/PIC.2010.5687427
State	Published - 2010
Event	2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 - Shanghai, China Duration: 10 Dec 2010 → 12 Dec 2010

Publication series

Name	Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010
Volume	1

Conference

Conference	2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010
Country/Territory	China
City	Shanghai
Period	10/12/10 → 12/12/10

Keywords

Hierarchical spatial reasoning
Image segmentation
Spatial hierarchy

Access to Document

10.1109/PIC.2010.5687427

Cite this

Yang, F., & Li, B. (2010). Hierarchical spatial reasoning in image segmentation. In Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010 (pp. 76-80). Article 5687427 (Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010; Vol. 1). https://doi.org/10.1109/PIC.2010.5687427

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title = "Hierarchical spatial reasoning in image segmentation",

abstract = "In this paper, we propose a hierarchical image presentation which composes of multi-scale regions and spatial relationships among them. A four-step process, combined with image segmentation, is introduced to construct a hierarchical presentation for an image. Hierarchical spatial reasoning with several reasoning rules proposed is used to reconstruct the presentation and guide image segmentation. Experiment results demonstrate the advantage of our approach.",

keywords = "Hierarchical spatial reasoning, Image segmentation, Spatial hierarchy",

author = "Fenglei Yang and Baomin Li",

year = "2010",

doi = "10.1109/PIC.2010.5687427",

language = "英语",

isbn = "9781424467860",

series = "Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010",

pages = "76--80",

booktitle = "Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010",

note = "2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010 ; Conference date: 10-12-2010 Through 12-12-2010",

}

Yang, F & Li, B 2010, Hierarchical spatial reasoning in image segmentation. in Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010., 5687427, Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010, vol. 1, pp. 76-80, 2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010, Shanghai, China, 10/12/10. https://doi.org/10.1109/PIC.2010.5687427

Hierarchical spatial reasoning in image segmentation. / Yang, Fenglei; Li, Baomin.
Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010. 2010. p. 76-80 5687427 (Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Li, Baomin

PY - 2010

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AB - In this paper, we propose a hierarchical image presentation which composes of multi-scale regions and spatial relationships among them. A four-step process, combined with image segmentation, is introduced to construct a hierarchical presentation for an image. Hierarchical spatial reasoning with several reasoning rules proposed is used to reconstruct the presentation and guide image segmentation. Experiment results demonstrate the advantage of our approach.

KW - Hierarchical spatial reasoning

KW - Image segmentation

KW - Spatial hierarchy

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DO - 10.1109/PIC.2010.5687427

M3 - 会议稿件

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SN - 9781424467860

T3 - Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010

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BT - Proceedings of the 2010 IEEE International Conference on Progress in Informatics and Computing, PIC 2010

T2 - 2010 1st IEEE International Conference on Progress in Informatics and Computing, PIC 2010

Y2 - 10 December 2010 through 12 December 2010

ER -

Hierarchical spatial reasoning in image segmentation

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Keywords

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