Identification of male and female pupal characteristics of Zeugodacus cucurbitae (Coquillett) via machine vision

• Published in: PloS one Vol. 17; no. 3; p. e0264227
• Main Authors: Lian, Yuyang, Wang, Aqiang, Zeng, Bei, Yang, Heming, Li, Jinlei, Peng, Sihua, Zhou, Shihao
• Format: Journal Article
• Language: English
• Published: United States Public Library of Science 24-03-2022; Public Library of Science (PLoS)
• Subjects: Animals; Backplanes; Biology and Life Sciences; Diptera; Eclosion; Engineering and Technology; Evaluation; Female; Females; Fruits; Hydrochloric acid; Identification; Identification and classification; Insects; Laboratories; Machine vision; Male; Males; Medicine and Health Sciences; Pupa; Pupae; Setae; Sexes; Sucrose; Surface layers; Tephritidae; Texture; Vision systems; Yeast; Zeugodacus cucurbitae; China; Hainan China
• ISSN: 1932-6203; 1932-6203
• DOI: 10.1371/journal.pone.0264227

Images of original pupae of Zeugodacus cucurbitae (Coquillett) were normalized, grayed, and segmented to identify male and female pupae of this species via machine vision. The image of each pupa was divided into 25 small areas. The differences in surface texture features in each small area within 11 days were compared. The texture characteristics of both male and female pupae were screened by combining the eclosion of both sexes of Z. cucurbitae (Coquillett). Results indicated that the pectinate setae on the abdominal backplane could be used as a basis for the identification of the male and female pupa of Z. cucurbitae (Coquillett). Moreover, machine vision correctly identified these characteristics with an accuracy of 96.0%. This study lays a foundation for the identification of male and female pupae using machine vision and also for the comprehensive control of Z. cucurbitae (Coquillett).