Content-Based Image Retrieval Using Rectangular Segmentation - Versionsgeschichte

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‎Used References

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== Referenz ==
Chi-Man Pun and Chan-Fong Wong: Content-Based Image Retrieval Using Rectangular Segmentation. International Journal of Computers, Vol.2, No.1, pp.72-79, 2008
== DOI ==

== Abstract ==
In this paper, we present a new framework for effective content-based image retrieval (CBIR) based on rectangular segmentation. In image segmentation, speed is more important than accuracy in CBIR. We propose a new rectangular approximate image segmentation to solve the problem. We also develop a significance function to reflect the importance of different position in image, and improve the segmentation and retrieval performance. Finally, we present a similarity measure between images with multi-objects. Experimental results show that the proposed method is more efficient and achieves higher precision on image retrieval of a large dataset.

== Extended Abstract ==

== Bibtex ==
@inproceedings{Wong:2008:CIR:1404086.1404100,
author = {Wong, Chan-Fong and Pun, Chi-Man},
title = {Content-based Image Retrieval Based on Rectangular Segmentation},
booktitle = {Proceedings of the 7th WSEAS International Conference on Signal Processing},
series = {SIP'08},
year = {2008},
isbn = {978-960-6766-66-4},
location = {Istanbul, Turkey},
pages = {75--80},
numpages = {6},
url = {http://dl.acm.org/citation.cfm?id=1404086.1404100 http://de.evo-art.org/index.php?title=Content-Based_Image_Retrieval_Using_Rectangular_Segmentation },
acmid = {1404100},
publisher = {World Scientific and Engineering Academy and Society (WSEAS)},
address = {Stevens Point, Wisconsin, USA},
keywords = {color quantization, color similarity, image retrieval, image segmentation, rectangular segmentation},
}

== Used References ==
1 Swain, M.J. and D.H. Ballard, Color Indexing. International Journal of Computer Vision, 1991. 7(1).

2 Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 1, IEEE Computer Graphics and Applications, v.15 n.3, p.76-84, May 1995 [doi>10.1109/38.376616]

3 Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 2, IEEE Computer Graphics and Applications, v.15 n.4, p.75-85, July 1995 [doi>10.1109/38.391497]

4 Chang, T. and C.-C.J. Kuo, Texture Analysis and Classification with Tree-Structured Wavelet Transform. IEEE Transactions on image processing, 1993. 2(4).

5 M. Unser, Texture classification and segmentation using wavelet frames, IEEE Transactions on Image Processing, v.4 n.11, p.1549-1560, November 1995 [doi>10.1109/83.469936]

6 Rahman, M.M., B.C. Desai, and P. Bhattacharya. A Feature Level Fusion in Similarity Matching to Content-Based Image Retrieval. in Information Fusion, 2006. ICIF '06. 9th International Conference. 2006.

7 Lei, Z., L. Fuzong, and Z. Bo, A CBIR method based on color-spatial feature, in TENCON 99. Proceedings of the IEEE Region 10 Conference. 1999. p. 166-169.

8 Pappas, T.N., An Adaptive Clustering Algorithm for Image Segmentation. IEEE Transactions on signal processing, 1992. 40(4).

9 James Z. Wang , Jia Li , Gio Wiederhold, SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.9, p.947-963, September 2001 [doi>10.1109/34.955109]

10 Jianbo Shi , Jitendra Malik, Normalized Cuts and Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.22 n.8, p.888-905, August 2000 [doi>10.1109/34.868688]

11 Wei-Ying Ma , B. S. Manjunath, EdgeFlow: a technique for boundary detection and image segmentation, IEEE Transactions on Image Processing, v.9 n.8, p.1375-1388, August 2000 [doi>10.1109/83.855433]

12 Yining Deng , b. s. Manjunath, Unsupervised Segmentation of Color-Texture Regions in Images and Video, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.8, p.800-810, August 2001 [doi>10.1109/34.946985]

13 Pratikakis, I., et al., Unsupervised watershed-driven region-based image retrieval. Digital Object Identifier, 2006. 135(3): p. 313-322.

14 Myron Flickner , Harpreet Sawhney , Wayne Niblack , Jonathan Ashley , Qian Huang , Byron Dom , Monika Gorkani , Jim Hafner , Denis Lee , Dragutin Petkovic , David Steele , Peter Yanker, Query by Image and Video Content: The QBIC System, Computer, v.28 n.9, p.23-32, September 1995 [doi>10.1109/2.410146]

15 Charles E. Jacobs , Adam Finkelstein , David H. Salesin, Fast multiresolution image querying, Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, p.277-286, September 1995 [doi>10.1145/218380.218454]

16 John R. Smith , Shih-Fu Chang, VisualSEEk: a fully automated content-based image query system, Proceedings of the fourth ACM international conference on Multimedia, p.87-98, November 18-22, 1996, Boston, Massachusetts, USA [doi>10.1145/244130.244151]

17 Till Quack , Ullrich Mönich , Lars Thiele , B. S. Manjunath, Cortina: a system for large-scale, content-based web image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA [doi>10.1145/1027527.1027650]

18 Nuno Vasconcelos, From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval, Computer, v.40 n.7, p.20-26, July 2007 [doi>10.1109/MC.2007.239]

19 Ritendra Datta , Dhiraj Joshi , Jia Li , James Z. Wang, Image retrieval: Ideas, influences, and trends of the new age, ACM Computing Surveys (CSUR), v.40 n.2, p.1-60, April 2008 [doi>10.1145/1348246.1348248]

20 A Unifying View of Image Similarity, Proceedings of the International Conference on Pattern Recognition, p.1038, September 03-08, 2000

== Links ==

=== Full Text ===
http://www.wseas.us/e-library/conferences/2008/istanbul/sip-wave/13-587-337.pdf

[[internal file]]

=== Sonstige Links ===
http://dl.acm.org/citation.cfm?id=1404100

@@ Zeile 31: / Zeile 31: @@
 Swain, M.J. and D.H. Ballard, Color Indexing. International Journal of Computer Vision, 1991. 7(1).
-Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 1, IEEE Computer Graphics and Applications, v.15 n.3, p.76-84, May 1995  [doi>10.1109/38.376616]
+Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 1, IEEE Computer Graphics and Applications, v.15 n.3, p.76-84, May 1995  http://dx.doi.org/10.1109/38.376616
-Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 2, IEEE Computer Graphics and Applications, v.15 n.4, p.75-85, July 1995  [doi>10.1109/38.391497]
+Eric J. Stollnitz , Tony D. DeRose , David H. Salesin, Wavelets for Computer Graphics: A Primer, Part 2, IEEE Computer Graphics and Applications, v.15 n.4, p.75-85, July 1995  http://dx.doi.org/10.1109/38.391497
 Chang, T. and C.-C.J. Kuo, Texture Analysis and Classification with Tree-Structured Wavelet Transform. IEEE Transactions on image processing, 1993. 2(4).
-M. Unser, Texture classification and segmentation using wavelet frames, IEEE Transactions on Image Processing, v.4 n.11, p.1549-1560, November 1995  [doi>10.1109/83.469936]
+M. Unser, Texture classification and segmentation using wavelet frames, IEEE Transactions on Image Processing, v.4 n.11, p.1549-1560, November 1995  http://dx.doi.org/10.1109/83.469936
 Rahman, M.M., B.C. Desai, and P. Bhattacharya. A Feature Level Fusion in Similarity Matching to Content-Based Image Retrieval. in Information Fusion, 2006. ICIF '06. 9th International Conference. 2006.
@@ Zeile 45: / Zeile 45: @@
 Pappas, T.N., An Adaptive Clustering Algorithm for Image Segmentation. IEEE Transactions on signal processing, 1992. 40(4).
-James Z. Wang , Jia Li , Gio Wiederhold, SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.9, p.947-963, September 2001  [doi>10.1109/34.955109]
+James Z. Wang , Jia Li , Gio Wiederhold, SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.9, p.947-963, September 2001  http://dx.doi.org/10.1109/34.955109
-Jianbo Shi , Jitendra Malik, Normalized Cuts and Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.22 n.8, p.888-905, August 2000  [doi>10.1109/34.868688]
+Jianbo Shi , Jitendra Malik, Normalized Cuts and Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.22 n.8, p.888-905, August 2000  http://dx.doi.org/10.1109/34.868688
-Wei-Ying Ma , B. S. Manjunath, EdgeFlow: a technique for boundary detection and image segmentation, IEEE Transactions on Image Processing, v.9 n.8, p.1375-1388, August 2000  [doi>10.1109/83.855433]
+Wei-Ying Ma , B. S. Manjunath, EdgeFlow: a technique for boundary detection and image segmentation, IEEE Transactions on Image Processing, v.9 n.8, p.1375-1388, August 2000  http://dx.doi.org/10.1109/83.855433
-Yining Deng , b. s. Manjunath, Unsupervised Segmentation of Color-Texture Regions in Images and Video, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.8, p.800-810, August 2001  [doi>10.1109/34.946985]
+Yining Deng , b. s. Manjunath, Unsupervised Segmentation of Color-Texture Regions in Images and Video, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.8, p.800-810, August 2001  http://dx.doi.org/10.1109/34.946985
 Pratikakis, I., et al., Unsupervised watershed-driven region-based image retrieval. Digital Object Identifier, 2006. 135(3): p. 313-322.
-Myron Flickner , Harpreet Sawhney , Wayne Niblack , Jonathan Ashley , Qian Huang , Byron Dom , Monika Gorkani , Jim Hafner , Denis Lee , Dragutin Petkovic , David Steele , Peter Yanker, Query by Image and Video Content: The QBIC System, Computer, v.28 n.9, p.23-32, September 1995  [doi>10.1109/2.410146]
+Myron Flickner , Harpreet Sawhney , Wayne Niblack , Jonathan Ashley , Qian Huang , Byron Dom , Monika Gorkani , Jim Hafner , Denis Lee , Dragutin Petkovic , David Steele , Peter Yanker, Query by Image and Video Content: The QBIC System, Computer, v.28 n.9, p.23-32, September 1995  http://dx.doi.org/10.1109/2.410146
-Charles E. Jacobs , Adam Finkelstein , David H. Salesin, Fast multiresolution image querying, Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, p.277-286, September 1995  [doi>10.1145/218380.218454]
+Charles E. Jacobs , Adam Finkelstein , David H. Salesin, Fast multiresolution image querying, Proceedings of the 22nd annual conference on Computer graphics and interactive techniques, p.277-286, September 1995  http://doi.acm.org/10.1145/218380.218454
-John R. Smith , Shih-Fu Chang, VisualSEEk: a fully automated content-based image query system, Proceedings of the fourth ACM international conference on Multimedia, p.87-98, November 18-22, 1996, Boston, Massachusetts, USA  [doi>10.1145/244130.244151]
+John R. Smith , Shih-Fu Chang, VisualSEEk: a fully automated content-based image query system, Proceedings of the fourth ACM international conference on Multimedia, p.87-98, November 18-22, 1996, Boston, Massachusetts, USA  http://doi.acm.org/10.1145/244130.244151
-Till Quack , Ullrich Mönich , Lars Thiele , B. S. Manjunath, Cortina: a system for large-scale, content-based web image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA  [doi>10.1145/1027527.1027650]
+Till Quack , Ullrich Mönich , Lars Thiele , B. S. Manjunath, Cortina: a system for large-scale, content-based web image retrieval, Proceedings of the 12th annual ACM international conference on Multimedia, October 10-16, 2004, New York, NY, USA  http://doi.acm.org/10.1145/1027527.1027650
-Nuno Vasconcelos, From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval, Computer, v.40 n.7, p.20-26, July 2007  [doi>10.1109/MC.2007.239]
+Nuno Vasconcelos, From Pixels to Semantic Spaces: Advances in Content-Based Image Retrieval, Computer, v.40 n.7, p.20-26, July 2007 http://dx.doi.org/10.1109/MC.2007.239
-Ritendra Datta , Dhiraj Joshi , Jia Li , James Z. Wang, Image retrieval: Ideas, influences, and trends of the new age, ACM Computing Surveys (CSUR), v.40 n.2, p.1-60, April 2008  [doi>10.1145/1348246.1348248]
+Ritendra Datta , Dhiraj Joshi , Jia Li , James Z. Wang, Image retrieval: Ideas, influences, and trends of the new age, ACM Computing Surveys (CSUR), v.40 n.2, p.1-60, April 2008  http://doi.acm.org/10.1145/1348246.1348248
-A Unifying View of Image Similarity, Proceedings of the International Conference on Pattern Recognition, p.1038, September 03-08, 2000
+A Unifying View of Image Similarity, Proceedings of the International Conference on Pattern Recognition, p.1038, September 03-08, 2000 http://dl.acm.org/citation.cfm?id=877330&CFID=558819604&CFTOKEN=68186175
 == Links ==