Identification of Green Gram (Vigna radiata) Grains Infested by Callosobruchus maculatus Through X-ray Imaging and GAN-Based Image Augmentation-Reference-Cited by-同舟云学术

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Identification of Green Gram (Vigna radiata) Grains Infested by Callosobruchus maculatus Through X-ray Imaging and GAN-Based Image Augmentation

Published:2022-07-01 Issue:3 Volume:47 Page:302-317
ISSN:1738-1266
Container-title:Journal of Biosystems Engineering
language:en
Short-container-title:J. Biosyst. Eng.

Author:

Divyanth L.G.,Chelladurai V.,Loganathan M.,Jayas Digvir S.^ORCID,Soni Peeyush

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

Springer Science and Business Media LLC

Subject

Computer Science Applications,Mechanical Engineering,Engineering (miscellaneous),Agricultural and Biological Sciences (miscellaneous)

Link

https://link.springer.com/content/pdf/10.1007/s42853-022-00147-9.pdf

Reference50 articles.

1. Abbas, A., Jain, S., Gour, M., & Vankudothu, S. (2021). Tomato plant disease detection using transfer learning with C-GAN synthetic images. Computers and Electronics in Agriculture, 187, 106279. https://doi.org/10.1016/j.compag.2021.106279

2. Al-Mezeini, N., Manickavasagan, A., Al-Yahyai, R., Al-Wahaibi, A. K., Al-Raeesi, A. A., & Khriji, L. (2016). X-ray imaging of stored dates to detect infestation by saw-toothed beetles. International Journal of Fruit Science, 16(1), 42–56. https://doi.org/10.1080/15538362.2015.1044692

3. Arsenovic, M., Karanovic, M., Sladojevic, S., Anderla, A., & Stefanovic, D. (2019). Solving current limitations of deep learning based approaches for plant disease detection. Symmetry, 11(7), 939. https://doi.org/10.3390/sym11070939

4. Banga, K. S., Kotwaliwale, N., Mohapatra, D., & Giri, S. K. (2018). Techniques for insect detection in stored food grains: An overview. Food Control, 94, 167–176. https://doi.org/10.1016/j.foodcont.2018.07.008

5. Banga, K. S., Kotwaliwale, N., Mohapatra, D., Giri, S. K., & Babu, V. B. (2019). Bioacoustic detection of Callosobruchus chinensis and Callosobruchus maculatus in bulk stored chickpea (Cicer arietinum) and green gram (Vigna radiata). Food Control, 104, 278–287. https://doi.org/10.1016/j.foodcont.2019.02.026

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