7 June 2013 Improvement of light penetration based silkworm gender identification with confined regions of interest
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Proceedings Volume 8883, ICPS 2013: International Conference on Photonics Solutions; 88830H (2013) https://doi.org/10.1117/12.2020115
Event: International Conference on Photonics Solutions 2013, 2013, Pattaya City, Thailand
Abstract
Based on our previous work on light penetration-based silkworm gender identification, we find that unwanted optical noises scattering from the surrounding area near the silkworm pupa and the transparent support are sometimes analyzed and misinterpreted leading to incorrect silkworm gender identification. To alleviate this issue, we place a small rectangular hole on a transparent support so that it not only helps the user precisely place the silkworm pupa but also functions as a region of interest (ROI) for blocking unwanted optical noises and for roughly locating the abdomen region in the image for ease of image processing. Apart from the external ROI, we also assign a smaller ROI inside the image in order to remove strong scattering light from all edges of the external ROI and at the same time speed up our image processing operations. With only the external ROI in function, our experiment shows a measured 86% total accuracy in identifying gender of 120 silkworm pupae with a measured average processing time of 38 ms. Combining the external ROI and the image ROI together revamps the total accuracy in identifying the silkworm gender to 95% with a measured faster 18 ms processing time.
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Chakkrit Kamtongdee, Chakkrit Kamtongdee, Sarun Sumriddetchkajorn, Sarun Sumriddetchkajorn, Chiranut Sa-ngiamsak, Chiranut Sa-ngiamsak, } "Improvement of light penetration based silkworm gender identification with confined regions of interest", Proc. SPIE 8883, ICPS 2013: International Conference on Photonics Solutions, 88830H (7 June 2013); doi: 10.1117/12.2020115; https://doi.org/10.1117/12.2020115
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