A spatial filter for similarity retrieval

被引:6
|
作者
Chang, CC [1 ]
Jiang, JH [1 ]
机构
[1] NATL CHUNG CHENG UNIV,INST COMP SCI & INFORMAT ENGN,CHIAYI 62107,TAIWAN
关键词
similarity retrieval; 2D-string; 2D B-string; two-level signature; disjoint coding; superimposed coding;
D O I
10.1142/S0218001496000426
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recently, Yang and Lee(13) proposed a powerful data structure, the 2D B-string, to express the spatial knowledge embedded in iconic images. The data structure can be used to describe images with partly- or completely- overlapping objects without the need for partitioning the objects. We propose a signature file method for similarity retrieval of symbolic images described in 2D B-strings. The signatures of images are extracted by the disjoint coding and the superimposed coding techniques. A linear hashing function is adopted to organise the signature file. The experimental results show that the method has better performance than the one proposed by Lee, Yang and Chen.(11)
引用
收藏
页码:711 / 730
页数:20
相关论文
共 50 条
  • [1] Spatial similarity retrieval in video databases
    Chan, YK
    Chang, CC
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2001, 12 (02) : 107 - 122
  • [2] Face indexing and retrieval by spatial similarity
    Vikram, T. N.
    Chidananda, Gowda K.
    Guru, D. S.
    Urs, Shalini R.
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2008, : 543 - 547
  • [3] Spatial arrangement of color in retrieval by visual similarity
    Berretti, S
    Del Bimbo, A
    Vicario, E
    PATTERN RECOGNITION, 2002, 35 (08) : 1661 - 1674
  • [4] Retrieval by spatial similarity: an algorithm and a comparative evaluation
    Di Sciascio, E
    Mongiello, M
    Donini, FM
    Allegretti, L
    PATTERN RECOGNITION LETTERS, 2004, 25 (14) : 1633 - 1645
  • [5] Cervicographic Image Retrieval by Spatial Similarity of Lesions
    Xue, Zhiyun
    Long, L. Rodney
    Antani, Sameer
    Thoma, George R.
    Jeronimo, Jose
    19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 2230 - 2233
  • [6] Spatial-scene similarity retrieval based on shape and spatial relation
    Tian Z.-Y.
    Men C.-G.
    Tang Y.-N.
    1892, Chinese Institute of Electronics (44): : 1892 - 1898
  • [7] Design and evaluation of spatial similarity approaches for image retrieval
    Petrakis, EGM
    IMAGE AND VISION COMPUTING, 2002, 20 (01) : 59 - 76
  • [8] A stepwise similarity approximation of spatial constraints for image retrieval
    Zhang, QL
    Yau, SST
    Visual Communications and Image Processing 2005, Pts 1-4, 2005, 5960 : 1550 - 1561
  • [9] DESIGN AND EVALUATION OF ALGORITHMS FOR IMAGE RETRIEVAL BY SPATIAL SIMILARITY
    GUDIVADA, VN
    RAGHAVAN, VV
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, 1995, 13 (02) : 115 - 144
  • [10] Spatial relation model for image indexing and similarity retrieval
    Wang, YH
    Vazhenin, AP
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL III, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING I, 2002, : 189 - 194