Noninvasive Diagnosis of Seedless Fruit Using Deep Learning in Persimmon
Author:
Affiliation:
1. Graduate School of Environmental and Life Science, Okayama University
2. Department of Advanced Information Technology, Kyushu University
3. Gifu Prefectural Agricultural Technology Center
Publisher
Japanese Society for Horticultural Science
Subject
Horticulture,Plant Science
Link
https://www.jstage.jst.go.jp/article/hortj/90/2/90_UTD-248/_pdf
Reference36 articles.
1. Akagi, T., M. Onishi, K. Masuda, R. Kuroki, K. Baba, K. Takeshita, T. Suzuki, T. Niikawa, S. Uchida and T. Ise. 2020. Explainable deep learning reproduce a “professional eye” on the diagnosis of internal disorders in persimmon fruit. Plant Cell Physiol. 61: 1967–1973.
2. Alber, M., S. Lapuschkin, P. Seegerer, M. Hägele, K. T. Schütt, G. Montavon, W. Samek, K. R. Muller, S. Dähne and P. J. Kindermans. 2019. iNNvestigate neural networks!. J. Mach. Learn. Res. 20: 1–8.
3. Ariana, D. P. and R. Lu. 2010. Hyperspectral waveband selection for internal defect detection of pickling cucumbers and whole pickles. Comput. Electron. Agri. 74: 137–144.
4. Bach, S., A. Binder, G. Montavon, F. Klauschen, K. R. Müller and W. Samek. 2015. On pixel-wise explanations for non-linear classifier decisions by layer-wise relevance propagation. PLoS One. DOI: 10.1371/journal.pone.0130140.
5. Cubero, S., N. Aleixos, E. Moltó, J. Gómez-Sanchis and J. Blasco. 2011. Advances in machine vision applications for automatic inspection and quality evaluation of fruits and vegetables. Food Bioproc. Technol. 4: 487–504.
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