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ORCIDComputers and Electronics in Agriculture, Volume 187
Volume 187, August 2021
- Diego Rojo, Nyi Nyi Htun
, Denis Parra, Robin De Croon, Katrien Verbert:
AHMoSe: A knowledge-based visual support system for selecting regression machine learning models. 106183
- Jie Hu, Zhenyu Ren, Jiacheng He, Yang Wang, Yanping Wu, Peixiang He:
Design of an intelligent vibration screening system for armyworm pupae based on image recognition. 106189 - Martin Riekert, Svenja Opderbeck, Andrea Wild, Eva Gallmann:
Model selection for 24/7 pig position and posture detection by 2D camera imaging and deep learning. 106213 - Aprajeeta Jha, P. P. Tripathy:
Optimization of process parameters and numerical modeling of heat and mass transfer during simulated solar drying of paddy. 106215 - Farah Sarwar, Anthony Griffin, Saeed Ur Rehman, Timotius Pasang:
Detecting sheep in UAV images. 106219 - Xiaodong Du, Guanghui Teng, Chaoyuan Wang, Lenn Carpentier, Tomas Norton:
A tristimulus-formant model for automatic recognition of call types of laying hens. 106221 - Jiadi Li, Huimin Lei:
Tracking the spatio-temporal change of planting area of winter wheat-summer maize cropping system in the North China Plain during 2001-2018. 106222 - Min Yan Chia, Yuk Feng Huang, Chai Hoon Koo:
Improving reference evapotranspiration estimation using novel inter-model ensemble approaches. 106227 - Yueting Wang, Minzan Li, Ronghua Ji, Minjuan Wang, Lihua Zheng:
A deep learning-based method for screening soil total nitrogen characteristic wavelengths. 106228 - Ernest Afriyie, Ann Verdoodt, Abdul M. Mouazen:
Data fusion of visible near-infrared and mid-infrared spectroscopy for rapid estimation of soil aggregate stability indices. 106229 - Guoyang Zhao, Longzhe Quan, Hailong Li, Huaiqu Feng, Songwei Li, Shuhan Zhang, Ruiqi Liu:
Real-time recognition system of soybean seed full-surface defects based on deep learning. 106230 - Daniel Dooyum Uyeh, Trinadh Pamulapati, Rammohan Mallipeddi, Tusan Park, Seungmin Woo, Siyoung Lee, Jongwon Lee, Yushin Ha:
An evolutionary approach to robot scheduling in protected cultivation systems for uninterrupted and maximization of working time. 106231 - Navsal Kumar, Rabee Rustum, Vijay Shankar, Adebayo J. Adeloye:
Self-organizing map estimator for the crop water stress index. 106232 - Fernando Fuentes-Peñailillo, César Acevedo-Opazo, Samuel Ortega-Farías, Marco Rivera, Nicolás Verdugo-Vásquez:
Spatialized system to monitor vine flowering: Towards a methodology based on a low-cost wireless sensor network. 106233 - Rana A. Genedy, Jactone A. Ogejo:
Using machine learning techniques to predict liquid dairy manure temperature during storage. 106234 - Zichen Huang, Tomoo Shiigi, Lok Wai Jacky Tsay, Hiroaki Nakanishi, Tetsuhito Suzuki, Yuichi Ogawa, Naoshi Kondo:
A sound-based positioning system with centimeter accuracy for mobile robots in a greenhouse using frequency shift compensation. 106235 - Kojo Atta Aikins, Diogenes L. Antille, Mustafa Ucgul, James B. Barr, Troy A. Jensen, Jack M. A. Desbiolles:
Analysis of effects of operating speed and depth on bentleg opener performance in cohesive soil using the discrete element method. 106236 - Mingyou Chen, Yunchao Tang, Xiangjun Zou, Zhaofeng Huang, Hao Zhou, Siyu Chen:
3D global mapping of large-scale unstructured orchard integrating eye-in-hand stereo vision and SLAM. 106237 - Yongqian Ding, Xueni Wu, Hongfeng Yu, Yizhuo Jiang, Zhuo Liu, Xianglin Dou:
A new method for measuring vegetation indices based on passive light source. 106238 - Thi Nha Ngo, Dan Jeric Arcega Rustia, En-Cheng Yang, Ta-Te Lin:
Automated monitoring and analyses of honey bee pollen foraging behavior using a deep learning-based imaging system. 106239 - Morteza Ghahremani, Kevin Williams, Fiona Corke, Bernard Tiddeman, Yonghuai Liu, Xiaofeng Wang, John H. Doonan:
Direct and accurate feature extraction from 3D point clouds of plants using RANSAC. 106240 - Seyedehfaezeh Hosseininoorbin, Siamak Layeghy, Brano Kusy, Raja Jurdak, Greg Bishop-Hurley, Paul L. Greenwood, Marius Portmann:
Deep learning-based cattle behaviour classification using joint time-frequency data representation. 106241 - Kunlin Zou, Xin Chen, Yonglin Wang, Chunlong Zhang, Fan Zhang:
A modified U-Net with a specific data argumentation method for semantic segmentation of weed images in the field. 106242 - Xiantao He, Dongxing Zhang, Li Yang, Tao Cui, Youqiang Ding, Xiangjun Zhong:
Design and experiment of a GPS-based turn compensation system for improving the seeding uniformity of maize planter. 106250 - Nielsen Moreira Oliveira, André Dantas de Medeiros, Marina de Lima Nogueira, Valter Arthur, Thiago de Araújo Mastrangelo, Clíssia Barboza da Silva:
Hormetic effects of low-dose gamma rays in soybean seeds and seedlings: A detection technique using optical sensors. 106251 - Antonio Fazari, Oscar J. Pellicer-Valero, Juan Gómez-Sanchís, Bruno Bernardi, Sergio Cubero, Souraya Benalia, Giuseppe Zimbalatti, José Blasco:
Application of deep convolutional neural networks for the detection of anthracnose in olives using VIS/NIR hyperspectral images. 106252 - Yingshu Peng, Yi Wang:
An industrial-grade solution for agricultural image classification tasks. 106253 - Qingguo Su, Jinglei Tang, Jinhui Zhai, Yurou Sun, Dongjian He:
Automatic tracking of the dairy goat in the surveillance video. 106254
- Chen Chen, Weixing Zhu, Tomas Norton:
Behaviour recognition of pigs and cattle: Journey from computer vision to deep learning. 106255
- Jingke Wu, Caijin Ling, Yao Chen, Zhenfeng Li, Feihu Song, G. S. Vijaya Raghavan, Guangyuan Jin, Chunfang Song:
Monitoring and control of microwave drying with volatiles detection of celery stalks. 106256 - Fang Li, Li Xu, Tianyan You, Anxiang Lu:
Measurement of potentially toxic elements in the soil through NIR, MIR, and XRF spectral data fusion. 106257 - Marian Fernández de Sevilla, Oscar Gutiérrez, Josefa Gómez Pérez, Abdelhamid Tayebi, Ángel Álvarez, Francisco Saez de Adana:
On the application of radio planning tools in open environments for the improvement of autoguidance systems used in precision agriculture. 106258 - Khem Raj Gautam, Guoqiang Zhang, Niels Landwehr, Julian Adolphs:
Machine learning for improvement of thermal conditions inside a hybrid ventilated animal building. 106259 - Di Song, Lang Qiao, Dehua Gao, Song Li, Minzan Li, Hong Sun, Junyong Ma:
Development of crop chlorophyll detector based on a type of interference filter optical sensor. 106260 - Lin Li, Jia Li, Chengxu Lv, Yanwei Yuan, Bo Zhao:
Maize residue segmentation using Siamese domain transfer network. 106261 - Noa Ohana-Levi, Alexis Derumigny, Aviva Peeters, Alon Ben-Gal, Idan Bahat, Livia Katz, Yishai Netzer, Amos Naor, Yafit Cohen:
A multifunctional matching algorithm for sample design in agricultural plots. 106262 - Md Sazan Rahman, Huiqing Guo, Jingjing Han:
Dehumidification requirement modelling and control strategy for greenhouses in cold regions. 106264 - Dimitrios Kasampalis, Pavlos Tsouvaltzis, Konstantinos D. Ntouros, Athanasios Gertsis, Ioannis Z. Gitas, Anastasios S. Siomos:
The use of digital imaging, chlorophyll fluorescence and Vis/NIR spectroscopy in assessing the ripening stage and freshness status of bell pepper fruit. 106265 - Omeed Mirbod, Daeun Choi, Roderick Thomas, Long He:
Overcurrent-driven LEDs for consistent image colour and brightness in agricultural machine vision applications. 106266 - Sumaira Ghazal, Waqar Shahid Qureshi, Umar Shahbaz Khan, Javaid Iqbal, Nasir Rashid, Mohsin I. Tiwana:
Analysis of visual features and classifiers for Fruit classification problem. 106267 - Fangyuan Wang, Rujing Wang, Chengjun Xie, Jie Zhang, Rui Li, Liu Liu:
Convolutional neural network based automatic pest monitoring system using hand-held mobile image analysis towards non-site-specific wild environment. 106268 - Andrea Loddo, Mauro Loddo, Cecilia Di Ruberto:
A novel deep learning based approach for seed image classification and retrieval. 106269 - Fred Westling, James Patrick Underwood, Mitch Bryson:
Graph-based methods for analyzing orchard tree structure using noisy point cloud data. 106270 - Quan Huu Cap, Hiroki Tani, Satoshi Kagiwada, Hiroyuki Uga, Hitoshi Iyatomi:
LASSR: Effective super-resolution method for plant disease diagnosis. 106271 - Mengqi Duan, Xiaoguang Zhang:
Using remote sensing to identify soil types based on multiscale image texture features. 106272 - Cenk Donmez, Osman Villi, Süha Berberoglu, Ahmet Cilek:
Computer vision-based citrus tree detection in a cultivated environment using UAV imagery. 106273 - Fred Westling, James Patrick Underwood, Mitch Bryson:
A procedure for automated tree pruning suggestion using LiDAR scans of fruit trees. 106274 - Kui Wang, Pei Wu, Hongmei Cui, Chuanzhong Xuan, He Su:
Identification and classification for sheep foraging behavior based on acoustic signal and deep learning. 106275 - Shangpeng Sun, Changying Li, Peng W. Chee, Andrew H. Paterson, Cheng Meng, Jingyi Zhang, Ping Ma, Jon S. Robertson, Jeevan Adhikari:
High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection. 106276 - Fred Westling, Mitch Bryson, James Patrick Underwood:
SimTreeLS: Simulating aerial and terrestrial laser scans of trees. 106277 - Weng Kuan Yau, Oon-Ee Ng, Sze Wei Lee:
Portable device for contactless, non-destructive and in situ outdoor individual leaf area measurement. 106278 - Amreen Abbas, Sweta Jain, Mahesh Gour, Swetha Vankudothu:
Tomato plant disease detection using transfer learning with C-GAN synthetic images. 106279 - Nina Melzer, Borbala Foris, Jan Langbein:
Validation of a real-time location system for zone assignment and neighbor detection in dairy cow groups. 106280 - Francisco J. Lima-Cueto, Rafael Blanco-Sepúlveda, María L. Gómez-Moreno, José Dorado, José M. Peña:
Mapping tillage direction and contour farming by object-based analysis of UAV images. 106281 - Qianjing Jiang, Yongwei Wang, Jun Chen, Jun Wang, Zhenbo Wei, Zhuoliang He:
Optimizing the working performance of a pollination machine for hybrid rice. 106282 - Maria Jorquera-Chavez, Sigfredo Fuentes, Frank R. Dunshea, Robyn D. Warner, Tomas Poblete, Ranjith R. Unnithan, Rebecca S. Morrison, Ellen C. Jongman:
Using imagery and computer vision as remote monitoring methods for early detection of respiratory disease in pigs. 106283 - Dalyn M. McCauley, Lloyd L. Nackley, Jason Kelley:
Demonstration of a low-cost and open-source platform for on-farm monitoring and decision support. 106284 - Murat Koklu, Ilkay Cinar, Yavuz Selim Taspinar:
Classification of rice varieties with deep learning methods. 106285 - Li-Wei Liu, Xingmao Ma, Yu-Min Wang, Chun-Tang Lu, Wen-Shin Lin:
Using artificial intelligence algorithms to predict rice (Oryza sativa L.) growth rate for precision agriculture. 106286 - Henry O. Velesaca, Patricia L. Suárez, Raúl Mira, Angel Domingo Sappa:
Computer vision based food grain classification: A comprehensive survey. 106287 - Daniel A. Zuniga Vazquez, Neng Fan, Trent Teegerstrom, Clark Seavert, Hailey M. Summers, Evan Sproul, Jason C. Quinn:
Optimal production planning and machinery scheduling for semi-arid farms. 106288 - Haiyong Weng, Yunshi Liu, Ishimwe Captoline, Xiaobin Li, Dapeng Ye, Renye Wu:
Citrus Huanglongbing detection based on polyphasic chlorophyll a fluorescence coupled with machine learning and model transfer in two citrus cultivars. 106289 - Rujing Wang, Lin Jiao, Chengjun Xie, Peng Chen, Jianming Du, Rui Li:
S-RPN: Sampling-balanced region proposal network for small crop pest detection. 106290 - Sandeep V. Gaikwad, Amol D. Vibhute, Karbhari V. Kale, Suresh C. Mehrotra:
An innovative IoT based system for precision farming. 106291 - Haixia Qi, Zeyu Wu, Lei Zhang, Jianwen Li, Jingkang Zhou, Zou Jun, Bingyu Zhu:
Monitoring of peanut leaves chlorophyll content based on drone-based multispectral image feature extraction. 106292 - Di Lin, Gezi Li, Yaodi Zhu, Haitao Liu, Lantao Li, Shah Fahad, Xiya Zhang, Chang Wei, Qiujuan Jiao:
Predicting copper content in chicory leaves using hyperspectral data with continuous wavelet transforms and partial least squares. 106293 - Daozhi Gong, Weiping Hao, Lili Gao, Yu Feng, Ningbo Cui:
Extreme learning machine for reference crop evapotranspiration estimation: Model optimization and spatiotemporal assessment across different climates in China. 106294 - Rongyan Wang, Zhian Zheng, Xiufeng Lu, Lei Gao, Dalong Jiang, Zimei Zhang:
Design, simulation and test of roller comb type Chrysanthemum (Dendranthema morifolium Ramat) picking machine. 106295 - Zhengwei Yang, Jiyong Gao, Shoucheng Wang, Zhiqiang Wang, Caihong Li, Yubin Lan, Xia Sun, Shengxi Li:
Synergetic application of E-tongue and E-eye based on deep learning to discrimination of Pu-erh tea storage time. 106297 - Hengxiang He, Yulong Qiao, Ximeng Li, Chunyu Chen, Xingfu Zhang:
Automatic weight measurement of pigs based on 3D images and regression network. 106299 - Lei Wang, Mengjie Zhang, Yuliang Li, Jie Xia, Ruiqin Ma:
Wearable multi-sensor enabled decision support system for environmental comfort evaluation of mutton sheep farming. 106302 - Yifan Zhou, Raphaël Maître, Mélanie Hupel, Gwenn Trotoux, Damien Penguilly, François Mariette, Lydia Bousset, Anne-Marie Chèvre, Nicolas Parisey:
An automatic non-invasive classification for plant phenotyping by MRI images: An application for quality control on cauliflower at primary meristem stage. 106303 - Liang Wan, Jiafei Zhang, Xiaoya Dong, Xiaoyue Du, Jiangpeng Zhu, Dawei Sun, Yufei Liu, Yong He, Haiyan Cen:
Unmanned aerial vehicle-based field phenotyping of crop biomass using growth traits retrieved from PROSAIL model. 106304 - Mavrik D. Thomas, Timothy M. Moriarty, Douglas D. Cook, Brian A. Mazzeo:
Electrical capacitance measurements to assess European Corn Borer infestation in maize. 106305 - Dazhong Liu, Shengyuan Zhao, Xianming Yang, Rui Wang, Xinzhu Cang, Haowen Zhang, Cheng Hu, Kris A. G. Wyckhuys, Kongming Wu:
Radar monitoring unveils migration dynamics of the yellow-spined bamboo locust (Orthoptera: Arcypteridae). 106306 - Chengqiao Ding, Dachen Wang, Zhe Feng, Weihao Li, Di Cui:
Integration of vibration and optical techniques for watermelon firmness assessment. 106307 - Teng Miao, Chao Zhu, Tongyu Xu, Tao Yang, Na Li, Yuncheng Zhou, Hanbing Deng:
Automatic stem-leaf segmentation of maize shoots using three-dimensional point cloud. 106310 - Verónica Sáiz-Rubio, Francisco Rovira-Más, Andrés Cuenca-Cuenca, Fernando Alves:
Robotics-based vineyard water potential monitoring at high resolution. 106311 - Ligong Pan, Rodion Rogulin, Sergey Kondrashev:
Artificial neural network for defect detection in CT images of wood. 106312
- Md. Sultan Mahmud, Azlan Zahid, Anup Kumar Das, Muhammad Muzammil, Muhammad Usman Khan:
A systematic literature review on deep learning applications for precision cattle farming. 106313
- Yuchi Ma, Zhou Zhang, Hsiuhan Lexie Yang, Zhengwei Yang:
An adaptive adversarial domain adaptation approach for corn yield prediction. 106314 - Ling Yang, HuiHui Yu, Yuelan Cheng, Siyuan Mei, Yanqing Duan, Daoliang Li, Yingyi Chen:
A dual attention network based on efficientNet-B2 for short-term fish school feeding behavior analysis in aquaculture. 106316
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