CNN and transfer learning methods with augmentation for citrus leaf diseases detection using PaaS cloud on mobile
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Software
Link
https://link.springer.com/content/pdf/10.1007/s11042-023-16886-6.pdf
Reference65 articles.
1. Zhang S, You Z, Wu X (2019) Plant disease leaf image segmentation based on superpixel clustering and EM algorithm. Neural Comput & Applic 31:1225–1232. https://doi.org/10.1007/s00521-017-3067-8
2. Iqbal Z, Khan MA, Sharif M et al (2018) An automated detection and classification of citrus plant diseases using image processing techniques: a review. Comput Electron Agric 153:12–32. https://doi.org/10.1016/j.compag.2018.07.032
3. Vishnoi VK, Kumar K, Kumar B (2021) Plant disease detection using computational intelligence and image processing. J Plant Dis Prot 128:19–53. https://doi.org/10.1007/s41348-020-00368-0
4. Ahila Priyadharshini R, Arivazhagan S, Arun M, Mirnalini A (2019) Maize leaf disease classification using deep convolutional neural networks. Neural Comput & Applic 31:8887–8895. https://doi.org/10.1007/s00521-019-04228-3
5. Xiang S, Liang Q, Sun W et al (2021) L-CSMS: novel lightweight network for plant disease severity recognition. J Plant Dis Prot 128:557–569. https://doi.org/10.1007/s41348-020-00423-w
Cited by 11 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. FuzzyShallow: A framework of deep shallow neural networks and modified tree growth optimization for agriculture land cover and fruit disease recognition from remote sensing and digital imaging;Measurement;2024-09
2. Efficient protection of golden nutri cereal implementing enhanced disease identification injecting hybrid split-attention mechanism through Novel SANDNES Mechanism;Multimedia Tools and Applications;2024-08-10
3. Deep learning based multiclass classification for citrus anomaly detection in agriculture;Signal, Image and Video Processing;2024-07-29
4. An ensemble deep learning models approach using image analysis for cotton crop classification in AI-enabled smart agriculture;Plant Methods;2024-07-14
5. PND-Net: plant nutrition deficiency and disease classification using graph convolutional network;Scientific Reports;2024-07-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3