A novel image retrieval method based on multi-trend structure descriptor

Journal of Visual Communication and Image Representation

Volumn 38, Issue , 2016, Pages 73-81

  Zhao, Meng ^a   Zhang, Huaxiang ^a   Sun, Jiande ^a  

^a SHANDONG NORMAL UNIVERSITY   (China)

Author keywords

Image retrieval; Local descriptor; Multi trend structure descriptor; Visual perception mechanism

Indexed keywords

COLOR; FEATURE EXTRACTION; GRAPHIC METHODS; PIXELS;

DESCRIPTORS; IMAGE FEATURE REPRESENTATION; LOCAL DESCRIPTORS; LOW-LEVEL FEATURES; SHAPE AND TEXTURES; SPATIAL STRUCTURE INFORMATION; TEXTON CO-OCCURRENCE MATRIX; VISUAL PERCEPTION MECHANISMS;

IMAGE RETRIEVAL;

EID: 84959489525     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2016.02.016     Document Type: Article

References (38)

1. A. Vailaya, M.A. Figueiredo, A.K. Jain, and H.J. Zhang Image classification for content-based indexing IEEE Trans. Image Process. 10 1 2001 117 130
2. Y. Liu, D. Zhang, G. Lu, and W.Y. Ma A survey of content-based image retrieval with high-level semantics Pattern Recogn. 40 1 2007 262 282
3. M. Heikkilä, M. Pietikaïnen, and C. Schmid Description of interest regions with local binary patterns Pattern Recogn. 42 3 2009 425 436
4. C.H. Lin, D.C. Huang, Y.K. Chan, K.H. Chen, and Y.J. Chang Fast color-spatial feature based image retrieval methods Expert Syst. Appl. 38 9 2011 11412 11420
5. T. Celik, and T. Tjahjadi Bayesian texture classification and retrieval based on multiscale feature vector Pattern Recogn. Lett. 32 2 2011 159 167
6. L. Junling, K. Degang, Z.H. Wei, and C. Chongxu Image retrieval based on weighted blocks and color feature 2011 International Conference on Mechatronic Science, Electric Engineering and Computer (MEC) 2011 IEEE 921 924
7. D. Zhang, M.M. Islam, and G. Lu A review on automatic image annotation techniques Pattern Recogn. 45 1 2012 346 362
8. C.H. Yao, and S.Y. Chen Retrieval of translated, rotated and scaled color textures Pattern Recogn. 36 4 2003 913 929
9. Y. Rui, T.S. Huang, M. Ortega, and S. Mehrotra Relevance feedback: A power tool for interactive content-based image retrieval IEEE Trans. Circ. Syst. Video Technol. 8 5 1998 644 655
10. Q. Zhang, and B. Li Discriminative K-SVD for dictionary learning in face recognition 2010 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2010 IEEE 2691 2698
11. G. Qiu, J. Morris, and X. Fan Visual guided navigation for image retrieval Pattern Recogn. 40 6 2007 1711 1721
12. A.M. Treisman, and G. Gelade A feature-integration theory of attention Cogn. Psychol. 12 1 1980 97 136
13. J. Theeuwes Visual selective attention: A theoretical analysis Acta Psychol. 83 2 1993 93 154
14. V.S. Rallabandi, and S. Sett Knowledge-based image retrieval system Knowl.-Based Syst. 21 2 2008 89 100
15. J. Huang, S.R. Kumar, M. Mitra, W.J. Zhu, and R. Zabih Image indexing using color correlograms Proceedings of the 1997 IEEE Computer Society Conference on Computer Vision and Pattern Recognition 1997 IEEE 762 768
16. B.S. Manjunath, J.R. Ohm, V.V. Vasudevan, and A. Yamada Color and texture descriptors IEEE Trans. Circ. Syst. Video Technol. 11 6 2001 703 715
17. R.C. Gonzales, R.E. Woods, and S.L. Eddins Digital Image Processing using MATLAB 2004 Pearson Prentice Hall
18. M. Partio, B. Cramariuc, M. Gabbouj, and A. Visa Rock texture retrieval using gray level co-occurrence matrix Proc. of 5th Nordic Signal Processing Symposium vol. 75 2002 Citeseer
19. Y. Zhang, M. Brady, and S. Smith Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm IEEE Trans. Med. Imaging 20 1 2001 45 57
20. B.S. Manjunath, and W.Y. Ma Texture features for browsing and retrieval of image data IEEE Trans. Pattern Anal. Mach. Intell. 18 8 1996 837 842
21. T. Ojala, M. Pietikaïnen, and T. Maënpaä Multiresolution gray-scale and rotation invariant texture classification with local binary patterns IEEE Trans. Pattern Anal. Mach. Intell. 24 7 2002 971 987
22. B.S. Manjunath, P. Salembier, and T. Sikora Introduction to MPEG-7: Multimedia Content Description Interface vol. 1 2002 John Wiley & Sons
23. J. Flusser, and T. Suk Pattern recognition by affine moment invariants Pattern Recogn. 26 1 1993 167 174
24. T. Ahonen, J. Matas, C. He, and M. Pietikaïnen Rotation invariant image description with local binary pattern histogram fourier features Image Analysis 2009 Springer 61 70
25. D.G. Lowe Distinctive image features from scale-invariant keypoints Int. J. Comput. Vision 60 2 2004 91 110
26. Y. Ke, and R. Sukthankar PCA-SIFT: A more distinctive representation for local image descriptors Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004 vol. 2 2004 IEEE II-506
27. H. Bay, A. Ess, T. Tuytelaars, and L. Van Gool Speeded-up robust features (SURF) Comput. Vision Image Underst. 110 3 2008 346 359
28. Y. Su, and F. Jurie Improving image classification using semantic attributes Int. J. Comput. Vision 100 1 2012 59 77
29. L. Zheng, S. Wang, and Q. Tian Coupled binary embedding for large-scale image retrieval IEEE Trans. Image Process. 23 8 2014 3368 3380
30. C. Wengert, M. Douze, and H. Jégou Bag-of-colors for improved image search Proceedings of the 19th ACM International Conference on Multimedia 2011 ACM 1437 1440
31. T. Ge, K. He, Q. Ke, and J. Sun Optimized product quantization IEEE Trans. Pattern Anal. Mach. Intell. 36 4 2014 744 755
32. L. Zheng, S. Wang, Z. Liu, and Q. Tian Fast image retrieval: Query pruning and early termination IEEE Trans. Multimedia 17 5 2015 648 659
33. K. Mikolajczyk, and C. Schmid A performance evaluation of local descriptors IEEE Trans. Pattern Anal. Mach. Intell. 27 10 2005 1615 1630
34. G.H. Liu, and J.Y. Yang Image retrieval based on the texton co-occurrence matrix Pattern Recogn. 41 12 2008 3521 3527
35. G.H. Liu, L. Zhang, Y.K. Hou, Z.Y. Li, and J.Y. Yang Image retrieval based on multi-texton histogram Pattern Recogn. 43 7 2010 2380 2389
36. G.H. Liu, Z.Y. Li, L. Zhang, and Y. Xu Image retrieval based on micro-structure descriptor Pattern Recogn. 44 9 2011 2123 2133
37. X. Wang, and Z. Wang A novel method for image retrieval based on structure elements descriptor J. Visual Commun. Image Represent. 24 1 2013 63 74
38. G.H. Liu, and J.Y. Yang Content-based image retrieval using color difference histogram Pattern Recogn. 46 1 2013 188 198