Improved color texture descriptors for remote sensing image retrieval

Journal of Applied Remote Sensing

Volumn 8, Issue 1, 2014, Pages

  Shao, Zhenfeng ^a   Zhou, Weixun ^a   Zhang, Lei ^a   Hou, Jihu ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

color texture; Gabor wavelets; grayscale texture; remote sensing image retrieval; texture feature

Indexed keywords

COLOR; IMAGE ENHANCEMENT; IMAGE RETRIEVAL; REMOTE SENSING; TEXTURES;

COLOR TEXTURES; GABOR WAVELETS; GRAY SCALE; REMOTE SENSING IMAGE RETRIEVAL; TEXTURE FEATURES;

IMAGE TEXTURE;

EID: 84905750182     PISSN: None     EISSN: 19313195     Source Type: Journal    
DOI: 10.1117/1.JRS.8.083584     Document Type: Article

References (27)

1. T. Ojala, M. Pietikäinen, and D. Harwood, "A comparative study of texture measures with classification based on featured distributions," Pattern Recognit. 29(1), 51-59 (1996).
2. J. H. du Buf, M. Kardan, and M. Spann, "Texture feature performance for image segmentation," Pattern Recognit. 23(3), 291-309 (1990).
3. A. W. Smeulders et al., "Content-based image retrieval at the end of the early years," IEEE Trans. Pattern Anal. Mach. Intell. 22(12), 1349-1380 (2000). (Pubitemid 32088465)
4. R. Datta et al., "Image retrieval: ideas, influences, and trends of the new age," ACM Comput. Surv. 40(2), 5:1-5:60 (2008).
5. R. M. Haralick, K. Shanmugam, and I. H. Dinstein, "Textural features for image classification," IEEE Trans. Syst. Man Cybern. SMC-3(6), 610-621 (1973).
6. B. S. Manjunath and W. Y. Ma, "Texture features for browsing and retrieval of image data," IEEE Trans. Pattern Anal. Mach. Intell. 18(8), 837-842 (1996). (Pubitemid 126772825)
7. T. Chang and C. C. Kuo, "Texture analysis and classification with tree-structured wavelet transform," IEEE Trans. Image Process. 2(4), 429-441 (1993).
8. T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971-987 (2002). (Pubitemid 34835471)
9. C. H. Lin, R. T. Chen, and Y. K. Chan, "A smart content-based image retrieval system based on color and texture feature," Image Vision Comput. 27(6), 658-665 (2009).
10. Y. D. Chun, N. C. Kim, and I. H. Jang, "Content-based image retrieval using multiresolution color and texture features," IEEE Trans. Multimedia 10(6), 1073-1084 (2008).
11. S. Liapis and G. Tziritas, "Color and texture image retrieval using chromaticity histograms and wavelet frames," IEEE Trans. Multimedia 6(5), 676-686 (2004).
12. M. Flickner et al., "Query by image and video content: the QBIC system," Computer 28(9), 23-32 (1995).
13. C. W. Niblack et al., "QBIC project: querying images by content, using color, texture, and shape," Proc. SPIE 1908, 173-187 (1993).
14. J. Yue et al., "Content-based image retrieval using color and texture fused features," Math. Comput. Modell. 54(3), 1121-1127 (2011).
15. M. Singha and K. Hemachandran, "Content based image retrieval using color and texture," SIPIJ 3(1), 39-57 (2012).
16. M. H. Tsai et al., "Color-texture-based image retrieval system using Gaussian Markov random field model," Math. Prob. Eng. 2009, 1-17 (2010).
17. T. Mäenpää and M. Pietikäinen, "Classification with color and texture: jointly or separately," Pattern Recognit. 37(8), 1629-1640 (2004). (Pubitemid 38728577)
18. L. M. Hurvich and D. Jameson, "An opponent-process theory of color vision," Psychol. Rev. 64(6), 384-404 (1957).
19. A. Jain and G. Healey, "A multiscale representation including opponent color features for texture recognition," IEEE Trans. Image Process. 7(1), 124-128 (1998). (Pubitemid 128745330)
20. M. Shi and G. Healey, "Hyperspectral texture recognition using a multiscale opponent representation," IEEE Trans. Geosci. Remote Sens. 41(5), 1090-1095 (2003). (Pubitemid 351466571)
21. J. Y. Choi, Y. M. Ro, and K. N. Plataniotis, "Color local texture features for color face recognition," IEEE Trans. Image Process. 21(3), 1366-1380 (2012).
22. C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," IEEE Trans. Image Process. 11(4), 467-476 (2002). (Pubitemid 34692396)
23. Y. Yang and S. Newsam, "Geographic image retrieval using local invariant features," IEEE Trans. Geosci. Remote Sens. 51(2), 818-832 (2013).
24. V. Risojević and Z. Babić, "Fusion of global and local descriptors for remote sensing image classification," IEEE Geosci. Remote Sens. Lett. 10(4), 836-840 (2013).
25. E. Aptoula, "Remote sensing image retrieval with global morphological texture descriptors," IEEE Trans. Geosci. Remote Sens. 52(5), 3023-3034 (2013).
26. H. Müller, S. Marchand-Maillet, and T. Pun, "The truth about corel-evaluation in image retrieval," in Image and Video Retrieval, pp. 38-49, Springer, Berlin Heidelberg (2002).
27. Y. Rubner, C. Tomasi, and L. J. Guibas, "The earth mover's distance as a metric for image retrieval," Int. J. Comput. Vision 40(2), 99-121 (2000). (Pubitemid 32136368)