Hyperparameter optimization of deep CNN classifier for plant species identification using artificial bee colony algorithm
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Computer Science
Link
https://link.springer.com/content/pdf/10.1007/s12652-021-03631-w.pdf
Reference52 articles.
1. Akbarzadeh S, Paap A, Ahderom S et al (2018) Plant discrimination by Support Vector Machine classifier based on spectral reflectance. Comput Electron Agric 148:250–258. https://doi.org/10.1016/j.compag.2018.03.026
2. Anubha Pearline S, Sathiesh Kumar V, Harini S (2019) A study on plant recognition using conventional image processing and deep learning approaches. Journal of Intelligent and Fuzzy Systems. https://doi.org/10.3233/JIFS-169911
3. Arribas JI, Sánchez-Ferrero GV, Ruiz-Ruiz G, Gómez-Gil J (2011) Leaf classification in sunflower crops by computer vision and neural networks. Comput Electron Agric 78:9–18. https://doi.org/10.1016/j.compag.2011.05.007
4. Bacanin N, Bezdan T, Tuba E et al (2020) Optimizing convolutional neural network hyperparameters by enhanced swarm intelligence metaheuristics. Algorithms 13:67. https://doi.org/10.3390/a13030067
5. Bakhshipour A, Jafari A (2018) Evaluation of support vector machine and artificial neural networks in weed detection using shape features. Comput Electron Agric 145:153–160. https://doi.org/10.1016/j.compag.2017.12.032
Cited by 29 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. Developing a secure image encryption technique using a novel S-box constructed through real-coded genetic algorithm’s crossover and mutation operators;Expert Systems with Applications;2024-12
2. Unleashing the Power of Connected and Automated Vehicles: A Dedicated Link Strategy for Efficient Management of Mixed Traffic;IEEE Transactions on Intelligent Transportation Systems;2024-09
3. A fast high throughput plant phenotyping system using YOLO and Chan-Vese segmentation;Soft Computing;2024-08-05
4. oBABC: A one-dimensional binary artificial bee colony algorithm for binary optimization;Swarm and Evolutionary Computation;2024-06
5. A systematic review of hyperparameter optimization techniques in Convolutional Neural Networks;Decision Analytics Journal;2024-06
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