Application of a multi-layer convolutional neural network model to classify major insect pests in stored rice detected by an acoustic device

Author:

Balingbing Carlito B.,Kirchner Sascha,Siebald Hubertus,Kaufmann Hans-Hermann,Gummert Martin,Van Hung Nguyen,Hensel Oliver

Publisher

Elsevier BV

Reference49 articles.

1. Banga, S.; Kotwaliwale, N.; Mohapatra, D.; Babu, V.B.; Giri, S.K., Bargale, P.C., 2020. Assessment of bruchnids density through bio-acoustic detection and artificial neural network (ANN) in bulk stored chickpea and green gram. J. Stored Prod. Res. 88, 101667. doi: 10.1016/j.jspr.2020.101667.

2. Buzz-based honeybee colony fingerprint;Cejrowski;Comput. Electron. Agric.,2021

3. Classifying heart-sound signals based on CNN trained on melspectrum and log-melspectrum features;Chen;Bioengineering,2023

4. Cireşan, D.C., Meier, U., Masci, J., Gambardella, L.M., and Schmidhuber, J., 2011. Flexible, high performance convolutional neural networks for image classification. In: Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence. Volume 2, July 2011, 1237–1242. .

5. Explainable deep convolutional neural networks for insect pest recognition;Coulibaly;J. Clean. Prod.,2022

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