ETRI Journal

  • 제20권3호
  • /
  • Pages.272-283
  • /
  • 1998
  • /
  • 1225-6463(pISSN)
  • /
  • 2233-7326(eISSN)
한국전자통신연구원 (Electronics and Telecommunications Research Institute)
권호 표지

Efficient Content-Based Image Retrieval Methods Using Color and Texture

  • 발행 : 1998.09.30
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

In this paper, we propose efficient content-based image retrieval methods using the automatic extraction of the low-level visual features as image content. Two new feature extraction methods are presented. The first one os an advanced color feature extraction derived from the modification of Stricker's method. The second one is a texture feature extraction using some DCT coefficients which represent some dominant directions and gray level variations of the image. In the experiment with an image database of 200 natural images, the proposed methods show higher performance than other methods. They can be combined into an efficient hierarchical retrieval method.

키워드

참고문헌

  1. ISO/IEC JTC1/SC29/WG11 N1920, MPEG-7: Context and Objectives
  2. Proceedings of Multimedia '96 A Flexible Content-Based Image Retrieval System with Combined Scene Description Keyword Atsushi Ono;Masashi Amano;Mituhiro Hakaridani;Takashi Satou;Masao Sakauchi
  3. Association for Computing Machinery (ACM) Multimedia '94 Content-Based Retrieval of Segmented Images Chua, Tat-Seng;Lim, Swee-Kiew;Pung, Hung-Keng
  4. Proceedings of ICPR '96 IEEE Retrieval of Paintings Using Principal Color Information Kozaburo Hachimura
  5. Proceedings of International Symposium on Digital Libraries 1995 Image Query and Retrieval: A Case Study Rasmussen, E.M.;McLean, S.A.
  6. Proceedings of ICPR '96 IEEE v.3 Image Indexing Using Shape-Based Visual Features Del Bimbo, A.;Pala, P.
  7. 9th International Conference on Data Engineering Feature-Based Retrieval of Similar Shapes Mehrotra, Rajiv;Gray, James E.
  8. International Journal of Computer Vision v.7 no.1 Color Indexing Swain, M.J.;Ballard, D.H.
  9. Association for Computing Machinery (ACM) Multimedia '96 Comparing Images Using Color Coherence Vectors Pass, Greg;Zabih, Ramin;Miller, Justin
  10. Proceedings of The International Society for Optical Engineering (SPIE) v.2220 no.1 Similarity of Color Images Stricker, M.;Orengo, M.
  11. Video and Image Processing in Multimedia Systems Furht, Borko
  12. IEEE Trans. Pattern Ananysis and Machine Intelligence v.17 no.5 Color Constant Color Indexing Funt, B.;Finlayson, G.
  13. Optics v.26 no.23 ART 2: Self-Organization of Stable Category Recognition Code for Analog Input Pattern Carpenter, Gail A.;Grossberg, Stephen
  14. Neural Networks Algorithms, Applications, and Programming Techniques Freeman, J.A.;Skapura, D.M.
  15. Proceedings of ICICS '97 v.2 Image Retrieval Using Texture Based on DCT Bae, Hee-Jung;Jung, Sung-Hwan
  16. SPIE v.1244 Overview of the JPEG Still Image Compression Standard Wallace, G.K.
  17. SPIE v.1452 The MPEG Video Compression Algorithm: A Review Le Gall, D.J.
  18. IEEE Trans. on Circuit and Systems for Video Tech. v.6 no.3 Subband DCT: Definition, Analysis, and Applications Jung, Sung-Hwan;Mitra, S.K.;Mukherjee, D.
  19. Improving Retrieval Performance by Relevance Feedback, the Research Report of Cornell University Salton, G.;Buckley, C.
  20. IEEE Trans. Syst. Man Cybern v.SMC-8 no.6 Textures Corresponding to Visual Perception Tamura, H.;Mori, S.;Yamawaki, T.