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ORCIDComputers and Electronics in Agriculture, Volume 174
Volume 174, July 2020
- Julie Blumenthal, Dalila B. Megherbi, Robert Lussier:
Unsupervised machine learning via Hidden Markov Models for accurate clustering of plant stress levels based on imaged chlorophyll fluorescence profiles & their rate of change in time. 105064 - Yuji Saikai
, Vivak Patel, Paul D. Mitchell:
Machine learning for optimizing complex site-specific management. 105381 - Martin Riekert, Achim Klein, Felix Adrion, Christa Hoffmann, Eva Gallmann:
Automatically detecting pig position and posture by 2D camera imaging and deep learning. 105391 - Katarzyna Siok, Agnieszka Jenerowicz, Ireneusz Ewiak:
A simulation approach to the spectral quality of multispectral images enhancement. 105432 - Oveis Hassanijalilian, C. Igathinathane, Curt Doetkott, Sreekala G. Bajwa, John Nowatzki, Seyed Ali Haji Esmaeili:
Chlorophyll estimation in soybean leaves infield with smartphone digital imaging and machine learning. 105433 - Pedro Augusto de Oliveira Morais, Diego Mendes de Souza, Beata Emoke Madari, Anselmo Elcana de Oliveira:
A computer-assisted soil texture analysis using digitally scanned images. 105435 - Mohamed Kerkech, Adel Hafiane, Raphaël Canals:
Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach. 105446 - Honghua Jiang, Chuanyin Zhang, Yongliang Qiao, Zhao Zhang, Wenjing Zhang, Changqing Song:
CNN feature based graph convolutional network for weed and crop recognition in smart farming. 105450 - Xinyu Zhang, Jiazhen Wang, Jianan Zheng, Xiaolong Ning, Jan Ingenhoff, Wen Liu:
Design of artificial climate chamber for screening tea seedlings' optimal light formulations. 105451 - Hanwook Chung, Jingjie Li, Younghyun Kim, Jennifer M. C. Van Os, Sabrina H. Brounts, Christopher Y. Choi:
Using implantable biosensors and wearable scanners to monitor dairy cattle's core body temperature in real-time. 105453
- Liwen Han, Franziska Srocke, Ondrej Masek, Donald L. Smith, Jonathan A. Lafond, Suzanne Allaire, Pierre Dutilleul:
A Graphical-User-Interface application for multifractal analysis of soil and plant structures. 105454
- Yiannis Ampatzidis, Victor Partel, Lucas Costa:
Agroview: Cloud-based application to process, analyze and visualize UAV-collected data for precision agriculture applications utilizing artificial intelligence. 105457
- Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu:
Modern imaging techniques in plant nutrition analysis: A review. 105459
- A. Soleimanipour, G. R. Chegini:
A vision-based hybrid approach for identification of Anthurium flower cultivars. 105460 - Muhammed Enes Bayrakdar:
Enhancing sensor network sustainability with fuzzy logic based node placement approach for agricultural monitoring. 105461 - Dusan M. Milosevic, Dragan M. Stevic, Mimica R. Milosevic, Srdan Jovic:
Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau. 105462 - Dachen Wang, Chengqiao Ding, Zhe Feng, Di Cui:
A low-cost handheld apparatus for inspection of peach firmness by sensing fruit resistance. 105463 - Xiao-Huang Qin, Zi-Yang Wang, Jie-Peng Yao, Qiao Zhou, Peng-Fei Zhao, Zhong-Yi Wang, Lan Huang:
Using a one-dimensional convolutional neural network with a conditional generative adversarial network to classify plant electrical signals. 105464 - Zheng Ma, Min Han, Yaoming Li, Hongyan Gao, En Lu, Farman Ali Chandio, Kechao Ma:
Motion of cereal particles on variable-amplitude sieve as determined by high-speed image analysis. 105465 - Dan Long, John McCallum:
Adapting a relatively low-cost reflectance spectrometer for on-combine sensing of grain protein concentration. 105467 - Qing Tang, Ruirui Zhang, Liping Chen, Wei Deng, Min Xu, Gang Xu, Longlong Li, Andrew John Hewitt:
Numerical simulation of the downwash flow field and droplet movement from an unmanned helicopter for crop spraying. 105468 - C. H. Yang, L. Y. Xiong, Z. Wang, Y. Wang, G. Shi, T. Kuremot, W. H. Zhao, Yan Yang:
Integrated detection of citrus fruits and branches using a convolutional neural network. 105469 - Zheng Chu, Jiong Yu:
An end-to-end model for rice yield prediction using deep learning fusion. 105471 - Jiqing Chen, Hu Qiang, Jiahua Wu, Guanwen Xu, Zhikui Wang, Xu Liu:
Extracting the navigation path of a tomato-cucumber greenhouse robot based on a median point Hough transform. 105472 - Gang Wu, Bin Li, Qibing Zhu, Min Huang, Ya Guo:
Using color and 3D geometry features to segment fruit point cloud and improve fruit recognition accuracy. 105475 - Lina Wang, Binrui Wang:
Construction of greenhouse environment temperature adaptive model based on parameter identification. 105477 - Maitri Thakur, Guro Møen Tveit, Geir Vevle, Tufan Yurt:
A framework for traceability of hides for improved supply chain coordination. 105478 - Steven Sotelo, Edward Guevara, Lizeth Llanos-Herrera, Diego Agudelo, Alejandra Esquivel, Jeferson Rodriguez, Leonardo Ordoñez, Jeison Mesa, Luis Armando Muñoz Borja, Fanny Howland, Sebastian Amariles, Alexander Rojas, Jhon Jairo Valencia, Cristian Camilo Segura, Freddy Grajales, Francisco Hernández, Fabián Cote, Enrique Saavedra, Julian Ramirez-Villegas:
Pronosticos AClimateColombia: A system for the provision of information for climate risk reduction in Colombia. 105486 - Francisca Ferrón-Carrillo, Juan Carlos Gómez-Cortés, Julio Regalado-Sánchez, Miguel Urrestarazu, Nuria Novas Castellano:
Algorithm implementation in MATLAB for root measurement. 105487 - Adão Nunes Alves, Witenberg Santiago Rodrigues Souza, Díbio Leandro Borges:
Cotton pests classification in field-based images using deep residual networks. 105488 - Xiaoqin Shan, Ningbo Cui, Huanjie Cai, Xiaotao Hu, Lu Zhao:
Estimation of summer maize evapotranspiration using MARS model in the semi-arid region of northwest China. 105495 - Nolan S. Monhollen, Kevin J. Shinners, Joshua C. Friede, Eduardo M. C. Rocha, Brian D. Luck:
In-field machine vision system for identifying corn kernel losses. 105496 - Xia Hao, Jingdun Jia, Abdul Mateen Khattak, Li Zhang, Xuchao Guo, Wanlin Gao, Minjuan Wang:
Growing period classification of Gynura bicolor DC using GL-CNN. 105497 - Yang Li, Michihisa Iida, Tomoya Suyama, Masahiko Suguri, Ryohei Masuda:
Implementation of deep-learning algorithm for obstacle detection and collision avoidance for robotic harvester. 105499 - Sofia Marino, Pierre Beauseroy, André Smolarz:
Unsupervised adversarial deep domain adaptation method for potato defects classification. 105501 - M. Rastgou, Hossein Bayat, Muharram Mansoorizadeh, Andrew S. Gregory:
Estimating the soil water retention curve: Comparison of multiple nonlinear regression approach and random forest data mining technique. 105502 - Ali Roshanianfard, Noboru Noguchi:
Pumpkin harvesting robotic end-effector. 105503 - Jintao Wu, Guijun Yang, Hao Yang, Yaohui Zhu, Zhenhai Li, Lei Lei, Chunjiang Zhao:
Extracting apple tree crown information from remote imagery using deep learning. 105504 - Zhiwei Zeng, Ying Chen, Long Qi:
Simulation of cotyledon-soil dynamics using the discrete element method (DEM). 105505 - Murat Koklu, Ilker Ali Özkan:
Multiclass classification of dry beans using computer vision and machine learning techniques. 105507 - Mingyou Chen, Yunchao Tang, Xiangjun Zou, Kuangyu Huang, Zhaofeng Huang, Hao Zhou, Chenglin Wang, Guoping Lian:
Three-dimensional perception of orchard banana central stock enhanced by adaptive multi-vision technology. 105508 - Manuel Pérez-Ruiz, D. Tarrat-Martín, María José Sánchez-Guerrero, María Mercedes Valera:
Advances in horse morphometric measurements using LiDAR. 105510 - Yuhua Li, Yanqiang Wu, Tianhua Li, Ziru Niu, Jialin Hou:
Design and experiment of adjustment device based on machine vision for garlic clove direction. 105513 - Bilal Cemek, Ali Ünlükara, Ahmet Kurunç, Erdem Küçüktopcu:
Leaf area modeling of bell pepper (Capsicum annuum L.) grown under different stress conditions by soft computing approaches. 105514 - Federico Villarreal-Guerrero, Alfredo Pinedo-Alvarez, Jorge Flores-Velázquez:
Control of greenhouse-air energy and vapor pressure deficit with heating, variable fogging rates and variable vent configurations: Simulated effectiveness under varied outside climates. 105515 - Srikanth Gorthi, Somsubhra Chakraborty, Bin Li, David C. Weindorf:
A field-portable acoustic sensing device to measure soil moisture. 105517 - Y. Wang, Dongxing Zhang, Li Yang, Tao Cui, Huirong Jing, X. Zhong:
Modeling the interaction of soil and a vibrating subsoiler using the discrete element method. 105518 - Wanqiang Qian, Yiqi Huang, Qi Liu, Wei Fan, Zhongyu Sun, Hui Dong, Fanghao Wan, Xi Qiao:
UAV and a deep convolutional neural network for monitoring invasive alien plants in the wild. 105519 - Kun Hu, Guy R. Y. Coleman, Shan Zeng, Zhiyong Wang, Michael J. Walsh:
Graph weeds net: A graph-based deep learning method for weed recognition. 105520 - Lin Jiao, Shifeng Dong, Shengyu Zhang, Chengjun Xie, Hongqiang Wang:
AF-RCNN: An anchor-free convolutional neural network for multi-categories agricultural pest detection. 105522
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