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THE EXPERT SYSTEM FOR IDENTIFICATION OF TORTRICINAE (LEPIDOPTERA) USING IMAGE ANALYSIS OF VENATION
Author(s) -
Liu Jingdong
Publication year - 1996
Publication title -
insect science
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.991
H-Index - 45
eISSN - 1744-7917
pISSN - 1672-9609
DOI - 10.1111/j.1744-7917.1996.tb00394.x
Subject(s) - biology , identification (biology) , character (mathematics) , point (geometry) , lepidoptera genitalia , literal (mathematical logic) , image (mathematics) , artificial intelligence , computer image , vein , pixel , order (exchange) , anatomy , pattern recognition (psychology) , computer science , ecology , mathematics , geometry , algorithm , finance , psychiatry , economics , psychology
In the present research, the venation of 53 species of Tortricinae (Lepidoptera) known from Japan was analyzed using image analysis technique. A method to use the new character “vein points” for species identification was established, and a corresponding expert system was developed. In this method, the X and Y pixel coordinates of 22 “vein points” of the forewing of Tortricinae were measured and then used as a main character. By statistical analysis, the “vein points” were proved to be able to reflect the venation pattern stably and accurately. These “vein points” were input into a personal computer. Let the computer measure the X and Y coordinates of each “vein point” automatically, and calculate the dissimilarity among 22 “vein points” of the specimen and those of the known Operational Taxonomic Units (OTUs), and display the names of the known OTUs in order of increasing dissimilarity. As a result of simulation tests on the expert system, 98. 2 percent of the correct answers ranked Ist, the remaining 1.8 percent ranked 2nd and 3rd. In order to reach a 100 percentage of correct answers, other image and literal information of the 53 species were also input into the identification system as references. These informations include morphological figures of adult Tortricids, genitalia of males and females, literal description about morphology, habitat, distribution, host and so on. Using this expert system, people other than taxonomists can also identify specimen of Tortricinae to species accurately, rapidly and simply.