USE OF TEXTURE OPERATORS IN SEGMENTATION

被引:15
作者
HARLOW, CA
TRIVEDI, MM
CONNERS, RW
机构
[1] Louisiana State Univ, Baton Rouge,, LA, USA, Louisiana State Univ, Baton Rouge, LA, USA
关键词
PATTERN RECOGNITION - REMOTE SENSING - VISION - Artificial;
D O I
10.1117/12.7973982
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Computer vision systems applicable for the analysis of complex high resolution aerial images require reliable and robust operators for extracting information from the images. These operators should be able to interrogate the image data and derive meaningful information about the presence of various objects appearing in the scene. In this paper we describe the development of operators that are derived from a texture analysis methodology for performing segmentation of high resolution imagery. The utility of these operators for characterizing various perceptually meaningful properties is demonstrated by performing experimental analysis of urban scenes.
引用
收藏
页码:1200 / 1206
页数:7
相关论文
共 20 条
[1]  
ANDERSON JR, 1976, 964 GEOL SURV PROF P
[2]  
Binford T. O., 1982, INT J ROBOT RES, V1, P18
[3]   TOWARD A STRUCTURAL TEXTURAL ANALYZER BASED ON STATISTICAL-METHODS [J].
CONNERS, RW ;
HARLOW, CA .
COMPUTER GRAPHICS AND IMAGE PROCESSING, 1980, 12 (03) :224-256
[4]   A THEORETICAL COMPARISON OF TEXTURE ALGORITHMS [J].
CONNERS, RW ;
HARLOW, CA .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1980, 2 (03) :204-222
[5]  
GAGALOWICZ A, 1982, 6TH P INT C PATT REC, P1081
[6]  
GAGALOWITZ A, 1980, IEEE T PATTERN ANAL, V3, P520
[7]   TEXTURAL FEATURES FOR IMAGE CLASSIFICATION [J].
HARALICK, RM ;
SHANMUGAM, K ;
DINSTEIN, I .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (06) :610-621
[8]  
HARLOW CA, IMAGE ANAL SEGMENTAT
[9]  
HAVENS W, 1983, COMPUTER, P90