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Computers 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
Automatically detecting pig position and posture by 2D camera imaging and deep learning. 105391 - Katarzyna Siok
A simulation approach to the spectral quality of multispectral images enhancement. 105432 - Oveis Hassanijalilian
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
Vine disease detection in UAV multispectral images using optimized image registration and deep learning segmentation approach. 105446 - Honghua Jiang, Chuanyin Zhang, Yongliang Qiao
CNN feature based graph convolutional network for weed and crop recognition in smart farming. 105450 - Xinyu Zhang
Design of artificial climate chamber for screening tea seedlings' optimal light formulations. 105451 - Hanwook Chung
Using implantable biosensors and wearable scanners to monitor dairy cattle's core body temperature in real-time. 105453
- Liwen Han, Franziska Srocke
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
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
Modeling and simulation of the spectral reflectance for the natural environment: Area pester plateau. 105462 - Dachen Wang
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
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
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
A framework for traceability of hides for improved supply chain coordination. 105478 - Steven Sotelo
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
Cotton pests classification in field-based images using deep residual networks. 105488 - Xiaoqin Shan, Ningbo Cui
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
In-field machine vision system for identifying corn kernel losses. 105496 - Xia Hao
Growing period classification of Gynura bicolor DC using GL-CNN. 105497 - Yang Li
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
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
Multiclass classification of dry beans using computer vision and machine learning techniques. 105507 - Mingyou Chen, Yunchao Tang
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
Advances in horse morphometric measurements using LiDAR. 105510 - Yuhua Li
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
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
A field-portable acoustic sensing device to measure soil moisture. 105517 - Y. Wang, Dongxing Zhang, Li Yang, Tao Cui, Huirong Jing
Modeling the interaction of soil and a vibrating subsoiler using the discrete element method. 105518 - Wanqiang Qian, Yiqi Huang, Qi Liu, Wei Fan
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
AF-RCNN: An anchor-free convolutional neural network for multi-categories agricultural pest detection. 105522
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