A histogram-based approach for object-based query-by-shape-and-color in image and video databases

作者: Ediz Şaykol , Uğur Güdükbay , Özgür Ulusoy

DOI: 10.1016/J.IMAVIS.2005.07.015

关键词:

摘要: Considering the fact that querying by low-level object features is essential in image and video data, an efficient approach for retrieval shape color proposed. The employs three specialized histograms, (i.e. distance, angle, histograms) to store feature-based information extracted from objects. objects can be images or frames. proposed histogram-based used as a component query-by-feature subsystem of database management system. handled together enrich capabilities content-based retrieval. evaluation effectiveness robustness presented via performance experiments.

参考文章(33)
Karen Sparck Jones, Information Retrieval Experiment ,(1971)
Chad Carson, Megan Thomas, Serge Belongie, Joseph M. Hellerstein, Jitendra Malik, Blobworld: A System for Region-Based Image Indexing and Retrieval Lecture Notes in Computer Science. pp. 509- 516 ,(1999) , 10.1007/3-540-48762-X_63
Joseph L. Mundy, Andrew Zisserman, Geometric invariance in computer vision MIT Press. ,(1992)
Jing Huang, S.R. Kumar, M. Mitra, Wei-Jing Zhu, R. Zabih, Image indexing using color correlograms computer vision and pattern recognition. pp. 762- 768 ,(1997) , 10.1109/CVPR.1997.609412
M. Safar, C. Shahabi, X. Sun, Image retrieval by shape: a comparative study international conference on multimedia and expo. ,vol. 1, pp. 141- 144 ,(2000) , 10.1109/ICME.2000.869564
Shih-Fu Chang, William Chen, Horace J. Meng, Hari Sundaram, Di Zhong, VideoQ: an automated content based video search system using visual cues acm multimedia. pp. 313- 324 ,(1997) , 10.1145/266180.266382
A. Pentland, R. W. Picard, S. Sclaroff, Photobook: content-based manipulation of image databases International Journal of Computer Vision. ,vol. 18, pp. 233- 254 ,(1996) , 10.1007/BF00123143
Dengsheng Zhang, Guojun Lu, Shape-based image retrieval using generic Fourier descriptor Signal Processing-image Communication. ,vol. 17, pp. 825- 848 ,(2002) , 10.1016/S0923-5965(02)00084-X
John R. Smith, Shih-Fu Chang, Tools and techniques for color image retrieval Storage and Retrieval for Still Image and Video Databases IV. ,vol. 2670, pp. 426- 437 ,(1996) , 10.1117/12.234781