Wheat Head Detection using Deep, Semi-Supervised and Ensemble Learning
Author:
Affiliation:
1. SERCOM Laboratory, Ecole Polytechnique de Tunisie, University of Carthage, Tunis, Tunisia
2. L2TI, Institut Galilée, Université Sorbonne Paris Nord, Villetaneuse, France
Publisher
Informa UK Limited
Subject
General Earth and Planetary Sciences
Link
https://www.tandfonline.com/doi/pdf/10.1080/07038992.2021.1906213
Reference29 articles.
1. Automatic Counting of Wheat Spikes from Wheat Growth Images
2. Bagging predictors
3. Albumentations: Fast and Flexible Image Augmentations
4. Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods
Cited by 24 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. YOLO-LF: a lightweight multi-scale feature fusion algorithm for wheat spike detection;Journal of Real-Time Image Processing;2024-08
2. Efficient Wheat Head Segmentation with Minimal Annotation: A Generative Approach;Journal of Imaging;2024-06-21
3. Application of Efficient Channel Attention and Small-Scale Layer to YOLOv5s for Wheat Ears Detection;Journal of the Indian Society of Remote Sensing;2024-06-18
4. Oriented feature pyramid network for small and dense wheat heads detection and counting;Scientific Reports;2024-04-06
5. Wheat Teacher: A One-Stage Anchor-Based Semi-Supervised Wheat Head Detector Utilizing Pseudo-Labeling and Consistency Regularization Methods;Agriculture;2024-02-19
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