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ORCIDComputers and Electronics in Agriculture, Volume 194
Volume 194, March 2022
- Xiangyu Zhao, Shouhui Pan, Zhongqiang Liu, Yanyun Han, Qi Zhang, Kaiyi Wang:
Intelligent upgrading of plant breeding: Decision support tools in the golden seed breeding cloud platform. 106672
- Peisen Yuan, Shuyun Qian, Zhaoyu Zhai
, José-Fernán Martínez, Huangliang Xu:
Study of chrysanthemum image phenotype on-line classification based on transfer learning and bilinear convolutional neural network. 106679 - Ambre Dupuis, Camélia Dadouchi, Bruno Agard:
Predicting crop rotations using process mining techniques and Markov principals. 106686 - Qirui Yu, Huijun Yang, Yangbo Gao, Xinrui Ma, Guochao Chen, Xin Wang:
LFPNet: Lightweight network on real point sets for fruit classification and segmentation. 106691 - Ziping Liu, Chufan Jiang, John T. Evans, Shveta Dhamankar, Logan J. Heusinger, Gregory M. Shaver, Corwin M. Puryk:
A computationally efficient model for granular material piling in a container. 106692 - Christian Lamping, Marjolein Derks, Peter W. G. Groot Koerkamp, Gert Kootstra:
ChickenNet - an end-to-end approach for plumage condition assessment of laying hens in commercial farms using computer vision. 106695 - Yong He, Xiya Zhang, Zeqing Zhang, Hui Fang:
Automated detection of boundary line in paddy field using MobileV2-UNet and RANSAC. 106697 - Kui Wang, Chuanzhong Xuan, Pei Wu, Feilong Liu, Xiantao Fan:
Feeding intake estimation in sheep based on ingestive chewing sounds. 106698 - Yaohai Lin, Ruixing Cai, Peijie Lin, Shuying Cheng:
A detection approach for bundled log ends using K-median clustering and improved YOLOv4-Tiny network. 106700 - Luca Sartore, Arthur Rosales, David M. Johnson, Clifford H. Spiegelman:
Assessing machine leaning algorithms on crop yield forecasts using functional covariates derived from remotely sensed data. 106704 - Sang-Yeon Lee, Jun-Gyu Kim, Rack-woo Kim, Uk-hyeon Yeo, In-Bok Lee:
Development of three-dimensional visualisation technology of aerodynamic environment in fattening pig house using CFD and VR technology. 106709 - Rui Costa Martins, Teresa Barroso, Pedro A. S. Jorge, Mário Cunha, F. Santos:
Unscrambling spectral interference and matrix effects in Vitis vinifera Vis-NIR spectroscopy: Towards analytical grade 'in vivo' sugars and acids quantification. 106710 - Almog Hitelman, Yael Edan, Assaf Godo, Ron Berenstein, Joseph Lepar, Ilan Halachmi:
Biometric identification of sheep via a machine-vision system. 106713 - Artzai Picón, Miguel G. San-Emeterio, Arantza Bereciartua-Perez, Christian Klukas, Till Eggers, Ramon Navarra-Mestre:
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets. 106719 - Tianyi Wang, Ambika Chandra, Jinha Jung, Anjin Chang:
UAV remote sensing based estimation of green cover during turfgrass establishment. 106721 - Xiaoyu Li, Yuefeng Du, Lei Liu, Enrong Mao, Fan Yang, Jun Wu, Liang Wang:
Research on the constitutive model of low-damage corn threshing based on DEM. 106722 - Zhizhong Sun, Dong Hu, Lijuan Xie, Yibin Ying:
Detection of early stage bruise in apples using optical property mapping. 106725 - Sergio Vélez, Florian Rançon, Enrique Barajas, Guilhem Brunel, José Antonio Rubio, Bruno Tisseyre:
Potential of functional analysis applied to Sentinel-2 time-series to assess relevant agronomic parameters at the within-field level in viticulture. 106726 - Alison McCarthy, Steven Raine:
Automated variety trial plot growth and flowering detection for maize and soybean using machine vision. 106727 - Bo Jiang, Huaibo Song, Han Wang, Changying Li:
Dairy cow lameness detection using a back curvature feature. 106729 - Masum Billah, Xihong Wang, Jiantao Yu, Yu Jiang:
Real-time goat face recognition using convolutional neural network. 106730 - Daniel Petti, Changying Li:
Weakly-supervised learning to automatically count cotton flowers from aerial imagery. 106734 - Hsiao-Yang Chou, Farzaneh Khorsandi, Stavros G. Vougioukas, Fadi A. Fathallah:
Developing and evaluating an autonomous agricultural all-terrain vehicle for field experimental rollover simulations. 106735 - Depeng Wei, Jiqing Chen, Tian Luo, Teng Long, Huabin Wang:
Classification of crop pests based on multi-scale feature fusion. 106736 - Zhenyao Wang, Tonghai Liu:
Two-stage method based on triplet margin loss for pig face recognition. 106737 - Jianxing Xiao, Gang Liu, Kejian Wang, Yongsheng Si:
Cow identification in free-stall barns based on an improved Mask R-CNN and an SVM. 106738 - Siti Nurul Afiah Mohd Johari, Siti Khairunniza-Bejo, Abdul Rashid Mohamed Shariff, Nur Azuan Husin, Mohamed Mazmira Mohd Basri, Noorhazwani Kamarudin:
Identification of bagworm (Metisa plana) instar stages using hyperspectral imaging and machine learning techniques. 106739 - Kaixuan Cuan, Tiemin Zhang, Zeying Li, Junduan Huang, Yangbao Ding, Cheng Fang:
Automatic Newcastle disease detection using sound technology and deep learning method. 106740 - Qian Ding, Jia Chen, Ming-xia Shen, Longshen Liu:
Activity detection of suckling piglets based on motion area analysis using frame differences in combination with convolution neural network. 106741 - Quoc Thien Pham, Nai-Shang Liou:
The development of on-line surface defect detection system for jujubes based on hyperspectral images. 106743 - Naemi von Jasmund, Alexander J. Schmithausen, Manuel S. Krommweh, Manfred Trimborn, Peter Boeker, Wolfgang Büscher:
Assessment of ammonia sensors and photoacoustic measurement systems using a gas calibration unit. 106744 - Chenlong Fan, Dongxing Zhang, Li Yang, Tao Cui, Xiantao He, Huihui Zhao, Jiaqi Dong:
Development and performance evaluation of a guide vane inclination automatic control system for corn threshing unit based on feedrate monitoring. 106745 - Jinyang Xu, Suyin Zhou, Aijun Xu, Junhua Ye, Ayong Zhao:
Automatic scoring of postures in grouped pigs using depth image and CNN-SVM. 106746 - Keenan Granland, Rhys Newbury, Zijue Chen, David Ting, Chao Chen:
Detecting occluded Y-shaped fruit tree segments using automated iterative training with minimal labeling effort. 106747 - Xu (Annie) Wang, Julie Tang, Mark Albert Whitty:
Data-centric analysis of on-tree fruit detection: Experiments with deep learning. 106748 - Wenzhuo Zhang, Guoxiong Zhou, Aibin Chen, Yahui Hu:
Deep multi-scale dual-channel convolutional neural network for Internet of Things apple disease detection. 106749 - Hongguo Zhang, Binbin He, Jin Xing, Minghong Lu:
Spatial and temporal patterns of rice planthopper populations in South and Southwest China. 106750 - Ran Liu, Hui Wang, José Luis Guzmán, Ming Li:
A model-based methodology for the early warning detection of cucumber downy mildew in greenhouses: An experimental evaluation. 106751 - Esmaiil Mokari, Zohrab Samani, Richard Heerema, Ehsan Dehghan-Niri, David DuBois, Frank Ward, Curt Pierce:
Development of a new UAV-thermal imaging based model for estimating pecan evapotranspiration. 106752 - Erli Pinto dos Santos, Demetrius David da Silva, Cibele Hummel do Amaral, Elpídio Inácio Fernandes Filho, Rafael Luís Silva Dias:
A Machine Learning approach to reconstruct cloudy affected vegetation indices imagery via data fusion from Sentinel-1 and Landsat 8. 106753 - Yang Yang, Yankai Li, Xing Wen, Gang Zhang, Qianglong Ma, Shangkun Cheng, Jian Qi, Liangyuan Xu, Liqing Chen:
An optimal goal point determination algorithm for automatic navigation of agricultural machinery: Improving the tracking accuracy of the Pure Pursuit algorithm. 106760 - Ryan Omidi, Alireza Pourreza, Ali Moghimi, German Zuniga-Ramirez, Hamid Jafarbiglu, ZinThuZar Maung, Andreas Westphal:
A Semi-supervised approach to cluster symptomatic and asymptomatic leaves in root lesion nematode infected walnut trees. 106761 - Huali Yuan, Jiayu Yang, Xiaoping Jiang, Yan Zhu, Weixing Cao, Jun Ni:
Design and testing of a crop growth sensor aboard a fixed-wing unmanned aerial vehicle. 106762 - Francisco Airdesson Lima do Nascimento, Alisson Jadavi Pereira da Silva, Fabio Tayrone Oliveira de Freitas, Rafael Dreux Miranda Fernandes, Lucio Aderito dos Anjos Veimrober Junior:
Sensors and frequencies of soil water content measurement affecting agro-hydrological simulations and irrigation management. 106763 - Heungjo An:
The closed-open truck and loader routing problem for biomass transportation from satellite storage locations to a bioenergy plant. 106764 - Collins Wakholi, Juntae Kim, Kyung-Do Kwon, Changyeon Mo, Youngwook Seo, Suhyun Cho, Jongguk Lim, Wang-Hee Lee, Byoung-Kwan Cho:
Nondestructive estimation of beef carcass yield using digital image analysis. 106769 - Laure Moiroux-Arvis, Christophe Cariou, Jean-Pierre Chanet:
Evaluation of LoRa technology in 433-MHz and 868-MHz for underground to aboveground data transmission. 106770 - Zhaomei Qiu, Gaoxiang Shi, Bo Zhao, Xin Jin, Liming Zhou:
Combine harvester remote monitoring system based on multi-source information fusion. 106771 - Shuaifei Ma, Qianru Zhang, Tengfei Li, Huaibo Song:
Basic motion behavior recognition of single dairy cow based on improved Rexnet 3D network. 106772 - Bijoy Dripta Barua Chowdhury, Young-Jun Son, Chieri Kubota, Russell Tronstad:
Automated workflow analysis in vegetable grafting using an Ultra-Wide Band based real-time indoor location tracking system. 106773 - Ardalan Askari Fard, Seied Mehdy Hashemy Shahdany, Saman Javadi, José M. Maestre:
Developing an automatic conjunctive surface-groundwater operating system for sustainable agricultural water distribution. 106774 - Xuchao Guo, Shuhan Lu, Zhan Tang, Zhao Bai, Lei Diao, Han Zhou, Lin Li:
CG-ANER: Enhanced contextual embeddings and glyph features-based agricultural named entity recognition. 106776 - Michael Marszalek, Marco Körner, Urs Schmidhalter:
Prediction of multi-year winter wheat yields at the field level with satellite and climatological data. 106777 - Lijun Xue, Honghua Jiang, Yehui Zhao, Jiabo Wang, Guangming Wang, Maohua Xiao:
Fault diagnosis of wet clutch control system of tractor hydrostatic power split continuously variable transmission. 106778 - Mingxuan Li, Guoxiong Zhou, Aibin Chen, Jizheng Yi, Chao Lu, Mingfang He, Yahui Hu:
FWDGAN-based data augmentation for tomato leaf disease identification. 106779 - Jiangtao Qi, Xiangnan Liu, Kai Liu, Farong Xu, Hui Guo, Xinliang Tian, Mao Li, Zhiyuan Bao, Yang Li:
An improved YOLOv5 model based on visual attention mechanism: Application to recognition of tomato virus disease. 106780 - Mehmet Furkan Celik, Esra Erten:
Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis. 106781 - Parichehr Paam, Regina Berretta, Rodolfo García-Flores, Sanjoy Kumar Paul:
Multi-warehouse, multi-product inventory control model for agri-fresh products - A case study. 106783 - Chang Liu, Bing Gu, Chuanyu Sun, Daoliang Li:
Effects of aquaponic system on fish locomotion by image-based YOLO v4 deep learning algorithm. 106785 - Martín C. De Meio Reggiani, Luciana B. Villar, Hernán P. Vigier, Nélida Beatriz Brignole:
An evolutionary approach for the optimization of the beekeeping value chain. 106787 - Yuhao Bai, Yunxiang Guo, Qian Zhang, Boyuan Cao, Baohua Zhang:
Multi-network fusion algorithm with transfer learning for green cucumber segmentation and recognition under complex natural environment. 106789 - Linchao Li, Bin Wang, Puyu Feng, De Li Liu, Qinsi He, Yajie Zhang, Yakai Wang, Siyi Li, Xiaoliang Lu, Chao Yue, Yi Li, Jianqiang He, Hao Feng, Guijun Yang, Qiang Yu:
Developing machine learning models with multi-source environmental data to predict wheat yield in China. 106790 - Yucheng Jin, Jizhan Liu, Jie Wang, Zhujie Xu, Yan Yuan:
Far-near combined positioning of picking-point based on depth data features for horizontal-trellis cultivated grape. 106791 - Michele Mattetti, Marco Medici, Maurizio Canavari, Massimiliano Varani:
CANBUS-enabled activity-based costing for leveraging farm management. 106792 - Huaipeng Liu:
Classification of urban tree species using multi-features derived from four-season RedEdge-MX data. 106794 - Jia Li, Bo Zhao, Jincan Wu, Shuaiyang Zhang, Chengxu Lv, Lin Li:
Stress-Crack detection in maize kernels based on machine vision. 106795 - James Kobina Mensah Biney:
Verifying the predictive performance for soil organic carbon when employing field Vis-NIR spectroscopy and satellite imagery obtained using two different sampling methods. 106796 - Perez Mukasa, Collins Wakholi, Mohammad Akbar Faqeerzada, Hanim Z. Amanah, Hangi Kim, Rahul Joshi, Hyun-Kwon Suh, Geonwoo Kim, Hoonsoo Lee, Moon S. Kim, In-Suck Baek, Byoung-Kwan Cho:
Nondestructive discrimination of seedless from seeded watermelon seeds by using multivariate and deep learning image analysis. 106799 - Lanhui Fu, Fengyun Wu, Xiangjun Zou, Yinlong Jiang, Jiaquan Lin, Zhou Yang, Jieli Duan:
Fast detection of banana bunches and stalks in the natural environment based on deep learning. 106800 - Maria Eliza Turek, Quirijn de Jong van Lier, Robson André Armindo:
Parameterizing field capacity as the upper limit of available water in bucket-type hydrological models. 106801 - Akanksha Garg, Anish Sapkota, Amir Haghverdi:
SAMZ-Desert: A Satellite-based agricultural management zoning tool for the desert agriculture region of southern California. 106803 - Liang Han, Guijun Yang, Xiaodong Yang, Xiaoyu Song, Bo Xu, Zhenhai Li, Jintao Wu, Hao Yang, Jianwei Wu:
An explainable XGBoost model improved by SMOTE-ENN technique for maize lodging detection based on multi-source unmanned aerial vehicle images. 106804 - Chengcheng He, Xiaobin Li, Yunshi Liu, Biyun Yang, Zhiwei Wu, Shipei Tan, Dapeng Ye, Haiyong Weng:
Combining multicolor fluorescence imaging with multispectral reflectance imaging for rapid citrus Huanglongbing detection based on lightweight convolutional neural network using a handheld device. 106808
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