Share Email Print
cover

Proceedings Paper • new

Automatic system for life-stage detection of drosophila with single animal resolution toward high-throughput screening
Format Member Price Non-Member Price
PDF $17.00 $21.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

Drosophila, as known as fruit fly, is a holometabolous insect typically showing four life-stages ― embryo, larva, pupa, and adult. A fruit fly is often used as a model animal in gene manipulation research since it is easily bred and manipulated with genetic operation. However, detection of the life-stages is manually performed in laboratories. In this paper, we propose the automatic life-stage detection system. We trained the neural network specializing in a semantic segmentation task. As a result, the network could detect pixel-wise an animal in a picture. Moreover, simple signal processing achieved precise detection of life-stage transition comparable with manual operation. It is expected that our system promotes high-throughput screening in genetic research manipulating drosophila.

Paper Details

Date Published: 22 March 2019
PDF: 6 pages
Proc. SPIE 11049, International Workshop on Advanced Image Technology (IWAIT) 2019, 1104927 (22 March 2019); doi: 10.1117/12.2521257
Show Author Affiliations
Taishi Matsumura, Yamagata Univ. (Japan)
Ki-Hyeon Seong, RIKEN Tsukuba Institute (Japan)
Maki Otori, Yamagata Univ. (Japan)
Mayu Kudo, Yamagata Univ. (Japan)
Manae Kashimura, Yamagata Univ. (Japan)
Tetsuya Yuasa, Yamagata Univ. (Japan)
Siu Kang, Yamagata Univ. (Japan)


Published in SPIE Proceedings Vol. 11049:
International Workshop on Advanced Image Technology (IWAIT) 2019
Qian Kemao; Kazuya Hayase; Phooi Yee Lau; Wen-Nung Lie; Yung-Lyul Lee; Sanun Srisuk; Lu Yu, Editor(s)

© SPIE. Terms of Use
Back to Top