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Computers 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
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
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
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
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
Deep learning-based segmentation of multiple species of weeds and corn crop using synthetic and real image datasets. 106719 - Tianyi Wang
UAV remote sensing based estimation of green cover during turfgrass establishment. 106721 - Xiaoyu Li, Yuefeng Du, Lei Liu
Research on the constitutive model of low-damage corn threshing based on DEM. 106722 - Zhizhong Sun
Detection of early stage bruise in apples using optical property mapping. 106725 - Sergio Vélez
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
Automated variety trial plot growth and flowering detection for maize and soybean using machine vision. 106727 - Bo Jiang
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
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
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
Assessment of ammonia sensors and photoacoustic measurement systems using a gas calibration unit. 106744 - Chenlong Fan
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
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
Deep multi-scale dual-channel convolutional neural network for Internet of Things apple disease detection. 106749 - Hongguo Zhang
Spatial and temporal patterns of rice planthopper populations in South and Southwest China. 106750 - Ran Liu
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
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
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
Nondestructive estimation of beef carcass yield using digital image analysis. 106769 - Laure Moiroux-Arvis
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
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
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
Fault diagnosis of wet clutch control system of tractor hydrostatic power split continuously variable transmission. 106778 - Mingxuan Li
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
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
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
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
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
Nondestructive discrimination of seedless from seeded watermelon seeds by using multivariate and deep learning image analysis. 106799 - Lanhui Fu, Fengyun Wu
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
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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