期刊文献+

融合空间及邻域信息的色彩直方图检索方法 被引量:1

Color histogram image retrieval based on spatial and neighboring information
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摘要 针对直方图无法反映色彩分布的空间信息这一缺陷,提出一种融合了空间及邻域信息的色彩直方图检索方法。以同一色彩构成的最大连通区域及其边缘区域的颜色粗糙度来反映同一颜色像素形成的区域特点及邻域信息,从而降低检索结果对色彩的绝对依赖,提高了检索的准确性。 In order to overcome the defect that the conventional color histogram retrieval method is prone to lose the spatial information of colors,this paper presents a color histogram image retrieval method based on spatial and neighboring information. We use the biggest prominent region's area in one color and its neighboring area's color roughness to capture the regional traits and its neighboring information.By doing that,the absolute dependence on color can be reduced and the accuracy of the image retrieval can be improved.
出处 《计算机工程与应用》 CSCD 北大核心 2007年第27期158-160,共3页 Computer Engineering and Applications
关键词 基于内容的图像检索 色彩直方图 空间信息 Content-Based Image Retrieval(CBIR ) color histogram spatial information
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参考文献12

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二级参考文献11

  • 1Mostafa T Abbas H M Wahdan A A. On the use of hierarchical color moments for image indexing and retrieval[C].Systems Man and Cybernetics 2002 IEEE International Conference on 2002,7(6):6-9.
  • 2Swain M J Ballard D H. Color indexing[J]. International Journal of Computer. 1991,7(1):11-32.
  • 3Smeulders A WM,Worring M,Santini S,Gupta A Jain R.Content-base dimage retrieval at the end of the early years[J]. Patten Analysis and Machine Intelligence,IEEE Transaction on December 2000,22(12):1349-1380.
  • 4Androutsos D,Plataniotiss K N Venetsanopoulos A N. Distance measures for color image retrieval[C]. Image Processing ICIP 98. Proceedings. 1998 International Conference on 1998,2:770 -774.
  • 5Pass G,Zabih R.Histogram refinement for content-based image retrieval[J]. IEEE Workshop on Applications of Computer Vision,December 1996,96-102.
  • 6Stricker M Dimai A. Color indexing with weak spatial constraints[C]. SPIE Proceedings.2670: 29-40.February 1996.
  • 7Colombo C Del Bimbo A. Genovesi I. Interactive image retrieval by color distributions. Multimedia Computing and Systems 1998[C]. Proceedings. IEEE International Conference on 28 Jun-1 Jul 1998,255 -258.
  • 8Cinque L Levialdi S,Olsen K A Pellicano A.Color-based image retrieval using spatial-chromatic histograms[J]. Multimedia Computing and Systems 1999. IEEE International Conference on 1999,2:969 -973.
  • 9Dong Kwon Park Yoon Seok Jeon Chee Sun Won Soo-Jun Park and Seong-Joon Yoo.A composite histogram for image retrieval[C]. Multimedia and Expo 2000. IEEE International Conference on 2000,1:355 -358.
  • 10Kageyama Yoshiteru and Saito Hideo.Image retrieval system capable of learning the users sensibility using neural networks[C]. International Conference on Neural networks 1997,3:1563-1567.

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