Smart Agriculture ›› 2020, Vol. 2 ›› Issue (3): 61-74.doi: 10.12133/j.smartag.2020.2.3.202007-SA002
• Topic--Agricultural Artificial Intelligence and Big Data • Previous Articles Next Articles
FLORES Paulo1(), ZHANG Zhao1(
), MATHEW Jithin2, JAHAN Nusrat1, STENGER John1
Received:
2020-07-01
Revised:
2020-08-01
Online:
2020-09-30
corresponding author:
ZHANG Zhao (1985-), male, Ph.D., research assistant professor, research interests: sensing and automation in agriculture. Tel: 701-231-8403. E-mail: zhao.zhang.1@ndsu.edu.
About author:
Paulo Flores (1979-), male, assistant professor, research interests: precision agriculture, remote sensing. E-mail: Supported by:
FLORES Paulo, ZHANG Zhao, MATHEW Jithin, JAHAN Nusrat, STENGER John. Distinguishing Volunteer Corn from Soybean at Seedling Stage Using Images and Machine Learning[J]. Smart Agriculture, 2020, 2(3): 61-74.
Add to citation manager EndNote|Ris|BibTeX
URL: http://www.smartag.net.cn/EN/10.12133/j.smartag.2020.2.3.202007-SA002
|
[1] | NIE Ganggang, RAO Honghui, LI Zefeng, LIU Muhua. Severity Grading Model for Camellia Oleifera Anthracnose Infection Based on Improved YOLACT [J]. Smart Agriculture, 2024, 6(3): 138-147. |
[2] | LI Hao, DU Yuqiu, XIAO Xingzhu, CHEN Yanxi. Remote Sensing Identification Method of Cultivated Land at Hill County of Sichuan Basin Based on Deep Learning [J]. Smart Agriculture, 2024, 6(3): 34-45. |
[3] | ZHANG Jing, ZHAO Zexuan, ZHAO Yanru, BU Hongchao, WU Xingyu. Oilseed Rape Sclerotinia in Hyperspectral Images Segmentation Method Based on Bi-GRU and Spatial-Spectral Information Fusion [J]. Smart Agriculture, 2024, 6(2): 40-48. |
[4] | PANG Chunhui, CHEN Peng, XIA Yi, ZHANG Jun, WANG Bing, ZOU Yan, CHEN Tianjiao, KANG Chenrui, LIANG Dong. HI-FPN: A Hierarchical Interactive Feature Pyramid Network for Accurate Wheat Lodging Localization Across Multiple Growth Periods [J]. Smart Agriculture, 2024, 6(2): 128-139. |
[5] | ZHANG Yuyu, BING Shuying, JI Yuanhao, YAN Beibei, XU Jinpu. Grading Method of Fresh Cut Rose Flowers Based on Improved YOLOv8s [J]. Smart Agriculture, 2024, 6(2): 118-127. |
[6] | SHEN Yanyan, ZHAO Yutao, CHEN Gengshen, LYU Zhengang, ZHAO Feng, YANG Wanneng, MENG Ran. Identification and Severity Classification of Typical Maize Foliar Diseases Based on Hyperspectral Data [J]. Smart Agriculture, 2024, 6(2): 28-39. |
[7] | ZHANG Jianhua, YAO Qiong, ZHOU Guomin, WU Wendi, XIU Xiaojie, WANG Jian. Intelligent Identification of Crop Agronomic Traits and Morphological Structure Phenotypes: A Review [J]. Smart Agriculture, 2024, 6(2): 14-27. |
[8] | GUO Wang, YANG Yusen, WU Huarui, ZHU Huaji, MIAO Yisheng, GU Jingqiu. Big Models in Agriculture: Key Technologies, Application and Future Directions [J]. Smart Agriculture, 2024, 6(2): 1-13. |
[9] | JIA Wenshen, LYU Haolin, ZHANG Shang, QIN Yingdong, ZHOU Wei. Using a Portable Visible-near Infrared Spectrometer and Machine Learning to Distinguish and Quantify Mold Contamination in Wheat [J]. Smart Agriculture, 2024, 6(1): 89-100. |
[10] | WANG Herong, CHEN Yingyi, CHAI Yingqian, XU Ling, YU Huihui. Image Segmentation Method Combined with VoVNetv2 and Shuffle Attention Mechanism for Fish Feeding in Aquaculture [J]. Smart Agriculture, 2023, 5(4): 137-149. |
[11] | LI Zhengkai, YU Jiahui, PAN Shijia, JIA Zefeng, NIU Zijie. Individual Tree Skeleton Extraction and Crown Prediction Method of Winter Kiwifruit Trees [J]. Smart Agriculture, 2023, 5(4): 92-104. |
[12] | TANG Hui, WANG Ming, YU Qiushi, ZHANG Jiaxi, LIU Liantao, WANG Nan. Root Image Segmentation Method Based on Improved UNet and Transfer Learning [J]. Smart Agriculture, 2023, 5(3): 96-109. |
[13] | PAN Weiting, SUN Mengli, YUN Yan, LIU Ping. Identification Method of Wheat Grain Phenotype Based on Deep Learning of ImCascade R-CNN [J]. Smart Agriculture, 2023, 5(3): 110-120. |
[14] | GUAN Bolun, ZHANG Liping, ZHU Jingbo, LI Runmei, KONG Juanjuan, WANG Yan, DONG Wei. The Key Issues and Evaluation Methods for Constructing Agricultural Pest and Disease Image Datasets: A Review [J]. Smart Agriculture, 2023, 5(3): 17-34. |
[15] | YE Dapeng, CHEN Chen, LI Huilin, LEI Yingxiao, WENG Haiyong, QU Fangfang. Visible/NIR Spectral Inversion of Malondialdehyde Content in JUNCAO Based on Deep Convolutional Gengrative Adversarial Network [J]. Smart Agriculture, 2023, 5(3): 132-141. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||