Image classification using color, texture and regions

Image and Vision Computing

Volumn 21, Issue 9, 2003, Pages 759-776

  Cheng, Ya Chun ^a   Chen, Shu Yuan ^a  

^a YUAN ZE UNIVERSITY   (Taiwan)

Author keywords

Color texture segmentation; Content based retrieval; Dissimilarity measure; Histogram; Homogeneous region; Image classification; K NN rule; Local edge pattern

Indexed keywords

CONTENT BASED RETRIEVAL; DATABASE SYSTEMS; IMAGE SEGMENTATION; TEXTURES;

HISTOGRAMS; IMAGE CLASSIFICATION;

COLOR IMAGE PROCESSING;

EID: 0042170069     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0262-8856(03)00069-6     Document Type: Article

References (18)

1. Swain M.J., Ballard D.H. Color indexing. International Journal of Computer Vision. 7:1991;11-32.
2. Flickner M., Sawhney H., Niblack W., Ashley J., Huang Q., Dom B., Gorkani M., Hafner J., Lee D., Petkovic D., Steele D., Yanker P. Query by image and video content: the QBIC system. IEEE Computers. 28:1995;23-32.
3. Pentland A., Picard R.W., Sclaroff S. Photobook: content-based manipulation of image databases. International Journal of Computer Vision. 18:1996;233-254.
4. Bach J.R., Fuller C., Gupta A., Hampapur A., Horowitz B., Humphrey R., Jain R.C., Shu C. The Virage image search engine: An open framework for image management. Proceedings of SPIE Storage and Retrieval for Image and Video Databases. 1996;. pp.76-87.
5. Smith J.R., Chang S.F. VisualSEEK: A fully automated content-based image query system. Proceedings of ACM International Conference on Multimedia. 1996;. pp. 87-98.
6. Ma W.Y., Manjunath B.S. Netra: A toolbox for navigating large image databas. Proceedings of IEEE International Conference on Image Processing. 1:1997;. pp. 568-571.
7. Rui Y., Huang T.S., Ortega M., Mehrotra S. Relevance feedback: a power tool for interactive content-based image retrieval. IEEE Transactions on Circuits and Systems for Video Technology. 8:1998;644-655.
8. Szummer M., Picard R.W. Indoor-outdoor image classification. IEEE International Workshop on Content-based Access of Image and Video Databases. 1998;42-51.
9. Vailaya A., Jain A.K., Zhang H.J. On image classification: city images vs. landscapes. Pattern Recognition. 31:1998;1921-1935.
10. Vailaya A., Figueiredo M.A.T., Jain A.K., Zhang H.J. Image classification for content-based indexing. IEEE Transactions on Image Processing. 10:2001;117-130.
11. Smith J.R., Li C.S. Image classification and querying using composite region templates. Computer Vision and Image Understanding. 75:1999;165-174.
12. Lo C.H., Chen S.Y. General image classification using adaptive cellular color quantization. International Journal of Pattern Recognition and Artificial Intelligence. 2003;2003. in press.
13. Pass G., Zabih R. Histogram refinement for content-based image retrieval. IEEE International Workshop on Applications of Computer Vision. 1996;96-102.
14. Park I.K., Yun I.D., Lee S.U. Color image retrieval using hybrid graph representation. Image Vision Computing. 17:1999;465-474.
15. Fuh C.S., Cho S.W., Essig K. Hierarchical color image region segmentation for content-based image retrieval system. IEEE Transactions on Image Processing. 9:2000;156-162.
16. Carson C., Belongie S., Greenspan H., Malik J. Region-based image querying, Proceedings of IEEE Workshop on Content-based Access of Image and Video Libraries. 1997;. pp. 42-49.
17. Chen K.M., Chen S.Y. Color texture segmentation using feature distributions. Pattern Recognition Letters. 23:2002;755-771.
18. Ojala T., Pietikainen M. Unsupervised texture segmentation using features distributions. Pattern Recognition. 32:1999;477-486.