Image retrieval using dynamic spatial chromatic histograms

被引:1
作者
Ciocca, G [1 ]
Schettini, R [1 ]
机构
[1] Univ Milano Bicocca, DISCo, I-20126 Milan, Italy
来源
VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2003, PTS 1-3 | 2003年 / 5150卷
关键词
image retrieval; color image indexing; dynamic color quantization; spatial chromatic histograms;
D O I
10.1117/12.503344
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Image retrieval is a two steps process: 1) indexing, in which a set or a vector of features summarizing the properties of each image in the database, is computed and stored; and 2) retrieval, in which the features of the query image are extracted and compared with the others in the database. The database images are then ranked in order of their similarity. We introduce an innovative image retrieval strategy, the Dynamic Spatial Chromatic Histogram, which makes it possible to take into account spatial information in a flexible way without greatly adding to computation costs. Our preliminary results on a database of about 3000 images show that the proposed indexing and retrieval strategy is a powerful approach.
引用
收藏
页码:1829 / 1837
页数:9
相关论文
共 18 条
  • [1] Binaghi E., 1994, International Journal of Pattern Recognition and Artificial Intelligence, V8, P945, DOI 10.1142/S0218001494000486
  • [2] Quantitative evaluation of color image segmentation results
    Borsotti, M
    Campadelli, P
    Schettini, R
    [J]. PATTERN RECOGNITION LETTERS, 1998, 19 (08) : 741 - 747
  • [3] Color-based image retrieval using spatial-chromatic histograms
    Cinque, L
    Ciocca, G
    Levialdi, S
    Pellicanò, A
    Schettini, R
    [J]. IMAGE AND VISION COMPUTING, 2001, 19 (13) : 979 - 986
  • [4] Ciocca G, 2002, PROC SPIE, V4672, P243
  • [5] Quicklook2:: An integrated multimedia system
    Ciocca, G
    Gagliardi, I
    Schettini, R
    [J]. JOURNAL OF VISUAL LANGUAGES AND COMPUTING, 2001, 12 (01) : 81 - 103
  • [6] CIOCCA G, 2000, J IMAGE GRAPHICS, V5, P645
  • [7] Image indexing and retrieval based on color histograms
    Gong, YH
    Chuan, CH
    Guo, XY
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 1996, 2 (02) : 133 - 156
  • [8] EFFICIENT COLOR HISTOGRAM INDEXING FOR QUADRATIC FORM DISTANCE FUNCTIONS
    HAFNER, J
    SAWHNEY, HS
    EQUITZ, W
    FLICKNER, M
    NIBLACK, W
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1995, 17 (07) : 729 - 736
  • [9] IMAGE SEGMENTATION TECHNIQUES
    HARALICK, RM
    SHAPIRO, LG
    [J]. COMPUTER VISION GRAPHICS AND IMAGE PROCESSING, 1985, 29 (01): : 100 - 132
  • [10] COLOR MATCHING FOR IMAGE RETRIEVAL
    MEHTRE, BM
    KANKANHALLI, MS
    NARASIMHALU, AD
    MAN, GC
    [J]. PATTERN RECOGNITION LETTERS, 1995, 16 (03) : 325 - 331