Progress in the application of cnn-based image classification and recognition in whole crop growth cycles
The categorization and identification of agricultural imagery constitute the fundamental
requisites of contemporary farming practices. Among the various methods employed for …
requisites of contemporary farming practices. Among the various methods employed for …
Unlocking plant secrets: A systematic review of 3D imaging in plant phenotyping techniques
Phenotyping is a systematic process of quantifying and assessing a wide range of structural
and physiological traits to understand the intricate interplay between an organism's genetic …
and physiological traits to understand the intricate interplay between an organism's genetic …
Automatic counting of lettuce using an improved YOLOv5s with multiple lightweight strategies
P Zhang, D Li - Expert Systems with Applications, 2023 - Elsevier
Crop counting plays different roles in different growth stages. The counting of the early stage
is used to evaluate seed germination rate and seedling survival rate, the counting during …
is used to evaluate seed germination rate and seedling survival rate, the counting during …
[HTML][HTML] Large-Scale Mapping of Maize Plant Density Using Multi-Temporal Optical and Radar Data: Models, Potential and Application Strategy
J Xiao, Y Zhang, X Du, Q Li, H Wang, Y Wang, J Xu… - Plants, 2024 - mdpi.com
Accurate crop density estimation is critical for effective agricultural resource management,
yet existing methods face challenges due to data acquisition difficulties and low model …
yet existing methods face challenges due to data acquisition difficulties and low model …
基于CNN 的作物分类识别图像获取平台研究进展
张倩, 王明, 于峰, 陶震宇, 张辉, 李刚 - 中国农机化学报, 2024 - aeeisp.com
基于机器视觉的作物精准分类识别是农业自动化, 智能化作业的前提. 在作物图像分类识别任务
中, 卷积神经网络(CNN) 是当前应用最广泛的算法之一. 作物表型特征及生长环境的复杂性 …
中, 卷积神经网络(CNN) 是当前应用最广泛的算法之一. 作物表型特征及生长环境的复杂性 …
Point-Cloud-Based Change Detection for Steep Slope Vineyard Agriculture
In recent years, research and development has been focused on the digitalization and
automation of farmland. One problem is the monitoring of the growth of the plants and in …
automation of farmland. One problem is the monitoring of the growth of the plants and in …
Multitemporal Segmentation Techniques for Canapa Sativa L. Detection Through Unmanned Aerial Systems
Diffusion in recent decades of Cannabis sativa L. varieties with low concentrations of
tetrahydrocannabinol (THC) is leading to a specialization in the whole sector, requiring …
tetrahydrocannabinol (THC) is leading to a specialization in the whole sector, requiring …
[PDF][PDF] Automatic Generation Algorithm for Digital Sculpture Based on CAD and Machine Vision
W Luo, D Qian - 2024 - cad-journal.net
CAD is a technology that utilizes computer technology to assist designers in designing and
drawing. This study aims to combine CAD with machine vision technology and apply it to the …
drawing. This study aims to combine CAD with machine vision technology and apply it to the …