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Computers and Electronics in Agriculture, Volume 211
Volume 211, August 2023
- Nicolas Harvey Chapman
, Anna Chlingaryan
A deep learning model to forecast cattle heat stress. 107932 - Dongfang Li
Labour-saving detection of hybrid rice rows at the pollination stage based on a multi-perturbed semi-supervised model. 107942 - Hussein Gharakhani, J. Alex Thomasson, Yuzhen Lu:
Integration and preliminary evaluation of a robotic cotton harvester prototype. 107943 - Martin Schieck
Comparison of deep learning methods for grapevine growth stage recognition. 107944 - Qingcheng Fan, Sicong Liu, Shuqin Li, Chunjiang Zhao:
Bottom-up cattle pose estimation via concise multi-branch network. 107945 - Ali Ghozat
A novel intelligent approach for predicting meteorological drought based on satellite-based precipitation product: Application of an EMD-DFA-DBN hybrid model. 107946 - Florent Abdelghafour
Including measurement effects and temporal variations in VIS-NIRS models to improve early detection of plant disease: Application to Alternaria solani in potatoes. 107947 - Ming Li, Ping Liu:
A bionic adaptive end-effector with rope-driven fingers for pear fruit harvesting. 107952 - Dakota S. Dale
Deep learning solutions for mapping contour levee rice production systems from very high resolution imagery. 107954 - Jie Li, Jiehao Li, Xin Zhao, Xiaohang Su, Weibin Wu:
Lightweight detection networks for tea bud on complex agricultural environment via improved YOLO v4. 107955 - Halil Mertkan Sahin
Segmentation of weeds and crops using multispectral imaging and CRF-enhanced U-Net. 107956 - Lucas de Souza Rodrigues
Deep4Fusion: A Deep FORage Fusion framework for high-throughput phenotyping for green and dry matter yield traits. 107957 - Luan Pierre Pott, Telmo Jorge Carneiro Amado, Raí Augusto Schwalbert, Geomar Mateus Corassa, Ignacio Antonio Ciampitti:
Mapping crop rotation by satellite-based data fusion in Southern Brazil. 107958 - Han Tang, Changsu Xu
Formation and steady state characteristics of flow field effect in the header of a stripping prior to cutting combine harvester with CFD. 107959 - Tetsuyuki Takemoto, Zichen Huang
Label-free technology for traceable identification of single green pepper through features in UV fluorescent images. 107960 - Weiyue Xu
A lightweight SSV2-YOLO based model for detection of sugarcane aphids in unstructured natural environments. 107961
- Maria Merin Antony, Aswin Haridas, C. S. Suchand Sandeep
An optodigital system for visualizing the leaf epidermal surface using embedded speckle SIM: A 3D non-destructive approach. 107962
- Binbin Xie, Yucheng Jin, Muhammad Faheem, Wenjie Gao, Jizhan Liu, Houkang Jiang, Lianjiang Cai, Yuanxiang Li:
Research progress of autonomous navigation technology for multi-agricultural scenes. 107963
- Xiangnan Liu, Jiangtao Qi
Recognition method of maize crop rows at the seedling stage based on MS-ERFNet model. 107964 - Eksan Firkat
FGSeg: Field-ground segmentation for agricultural robot based on LiDAR. 107965 - Amol E. Patil, D. B. Deosarkar, Narendra Khatri
A comprehensive investigation of Genotype-Environment interaction effects on seed cotton yield contributing traits in Gossypium hirsutum L. Using multivariate analysis and artificial neural network. 107966 - Ruzhun Zhao, Yuchang Zhu, Yuanhong Li:
CLA: A self-supervised contrastive learning method for leaf disease identification with domain adaptation. 107967 - Dong-Yan Zhang, Han-Sen Luo, Tao Cheng
Enhancing wheat Fusarium head blight detection using rotation Yolo wheat detection network and simple spatial attention network. 107968 - Zheli Wang, Wenqian Huang, Jiangbo Li, Sanqing Liu, Shuxiang Fan:
Assessment of protein content and insect infestation of maize seeds based on on-line near-infrared spectroscopy and machine learning. 107969 - Marcos Norberto, Neftalí Sillero
Filling the maize yield gap based on precision agriculture - A MaxEnt approach. 107970 - Ziteng Xu, Fengkai Tian, Jing Zhou, Jianfeng Zhou, Corinne Bromfield, Teng Teeh Lim, Timothy J. Safranski, Zheng Yan, Prasad Calyam:
Posture identification for stall-housed sows around estrus using a robotic imaging system. 107971
- Daniel Dooyum Uyeh
Perspectives on the strategic importance of digitalization for Modernizing African Agriculture. 107972
- Tao Li
A multi-arm robot system for efficient apple harvesting: Perception, task plan and control. 107979 - Xiaohan Zhou
Boosting the prediction accuracy of a process-based greenhouse climate-tomato production model by particle filtering and deep learning. 107980
- Luis Sánchez-Fernández
Drift reduction in orchards through the use of an autonomous UAV system. 107981 - Qin Zhang
Opinion paper: Precision agriculture, smart agriculture, or digital agriculture. 107982
- Renjun Huang, Wei Zheng, Baohua Zhang
Deep learning with tactile sequences enables fruit recognition and force prediction for damage-free grasping. 107985 - Fanguo Zeng, Bin Li
Detection of calf abnormal respiratory behavior based on frame difference and improved YOLOv5 method. 107987 - Andres Molares-Ulloa
Hybrid machine learning techniques in the management of harmful algal blooms impact. 107988 - Ziheng Feng
Estimating the canopy chlorophyll content of winter wheat under nitrogen deficiency and powdery mildew stress using machine learning. 107989 - Harmandeep Singh Gill, Ganpathy Murugesan, Abolfazi Mehbodniya, Guna Sekhar Sajja
Fruit type classification using deep learning and feature fusion. 107990 - K. Colton Flynn, Gurjinder S. Baath, Trey Lee, Prasanna Gowda, Brian K. Northup
Hyperspectral reflectance and machine learning to monitor legume biomass and nitrogen accumulation. 107991 - Guido S. J. Sturm
Numerical simulation framework for radio wave soil treatment for pathogen suppression. 107992 - Yiyi Cao, Lei Chen, Yuan Yuan, Guangling Sun:
Cucumber disease recognition with small samples using image-text-label-based multi-modal language model. 107993 - Beibei Xu
Instance segmentation method for weed detection using UAV imagery in soybean fields. 107994 - Luis Francisco López-Castro, Elyn L. Solano-Charris
Environmental approach for the design of raw milk collection routes with a heterogeneous fleet. 107995 - Shengyi Zhao, Xiaojie Lei, Jizhan Liu, Yucheng Jin, Zongchun Bai, Zhongyi Yi, Jianlong Liu:
Transient multi-indicator detection for seedling sorting in high-speed transplanting based on a lightweight model. 107996 - Han Tang, Fudong Xu, Tianyuan Guan, Changsu Xu, Jinwu Wang:
Design and test of a pneumatic type of high-speed maize precision seed metering device. 107997 - Àngela Puig-Sirera
Design, development, and assessment of a High-Throughput Screening (HTS) system for the macroscopic root water uptake modeling. 107998 - Nariman Niknejad, Rafael Bidese-Puhl, Yin Bao
Phenotyping of architecture traits of loblolly pine trees using stereo machine vision and deep learning: Stem diameter, branch angle, and branch diameter. 107999 - Fuyang Tian, Guozheng Hu, Sufang Yu, Ruixue Wang, Zhanhua Song, Yinfa Yan, Hailing Huang, Qing Wang, Zhonghua Wang, Zhenwei Yu:
An efficient multi-task convolutional neural network for dairy farm object detection and segmentation. 108000 - F. H. C. A. Silva, Nuwan Wijewardane
Comparison of UV, visible and near-infrared, and mid-infrared spectrometers to estimate maize and sorghum leaf nutrients using dry-intact and ground leaves. 108001 - Karina Brotto Rebuli, Laura Ozella, Leonardo Vanneschi
Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods. 108002 - Dong Li, Xin Liu, Kun Zhou
Discovering spatiotemporal characteristics of the trans-regional harvesting operation using big data of GNSS trajectories in China. 108003 - Taehyeong Kim, Dae-Hyun Lee
2D pose estimation of multiple tomato fruit-bearing systems for robotic harvesting. 108004 - Ling Yang, Yingyi Chen, Tao Shen, Huihui Yu, Daoliang Li:
A BlendMask-VoVNetV2 method for quantifying fish school feeding behavior in industrial aquaculture. 108005 - Wenjie Yang, Jiachun Wu, Jinlai Zhang
Deformable convolution and coordinate attention for fast cattle detection. 108006 - Hao Wang
A feedback control method for plant factory environment based on photosynthetic rate prediction model. 108007 - Mingzheng Zhang
UAV-borne hyperspectral estimation of nitrogen content in tobacco leaves based on ensemble learning methods. 108008 - Qinghua Guo
Enhanced camera-based individual pig detection and tracking for smart pig farms. 108009 - Anqi Li, Fuguo Jia, Jiaming Fei, Yanlong Han, Peiyu Chen, Wenyu Feng, Xianzhi Hao, Shaohang Shen, Hao Li:
Numerical investigation of flow similarity of rice grains in friction rice mill and establishment of scale-up rule. 108010 - Jibo Yue
Hyperspectral-to-image transform and CNN transfer learning enhancing soybean LCC estimation. 108011 - Lu Xu, Dongping Ming, Liang Zhang, Dehui Dong, Yuanzhao Qing, Jianyu Yang, Chenghu Zhou:
Parcel level staple crop type identification based on newly defined red-edge vegetation indices and ORNN. 108012 - Qingyu Wang
Design, integration, and evaluation of a robotic peach packaging system based on deep learning. 108013 - Ruichao Guo, Jilong Xie, Jiaxi Zhu, Ruifeng Cheng, Yi Zhang, Xihai Zhang, Xinjing Gong, Ruwen Zhang, Hao Wang
Improved 3D point cloud segmentation for accurate phenotypic analysis of cabbage plants using deep learning and clustering algorithms. 108014 - Xiaomi Liu, Shuai Xie, Jiangning Yang, Lin Sun, Liangyun Liu, Qing Zhang, Chenghai Yang:
Comparisons between temporal statistical metrics, time series stacks and phenological features derived from NASA Harmonized Landsat Sentinel-2 data for crop type mapping. 108015 - Wangshu Yuan, Ying Meng, Yan Li, Zeguang Ji, Qingming Kong, Rui Gao
Research on rice leaf area index estimation based on fusion of texture and spectral information. 108016 - Anqi Zhu, Zhiwen Zeng, Songtao Guo, Huimin Lu, Mingfang Ma, Zongtan Zhou:
Game-theoretic robotic offloading via multi-agent learning for agricultural applications in heterogeneous networks. 108017 - Jianguo Kang, Ziwang Yu, Yanjun Zhang, Tong Zhang, Peiyi Yao, Xiaoqi Ye:
Development of the thermophysical parameter tester for measuring the soil matrix suction and optimization of the calibration function. 108018 - Dan Jeric Arcega Rustia
Edge-based wireless imaging system for continuous monitoring of insect pests in a remote outdoor mango orchard. 108019 - Qixin Sun
Citrus pose estimation from an RGB image for automated harvesting. 108022 - Rajkishan Arikapudi
Robotic Tree-fruit harvesting with arrays of Cartesian Arms: A study of fruit pick cycle times. 108023 - Zhaohui Du, Li Yang, Dongxing Zhang, Tao Cui, Xiantao He, Tianpu Xiao, Shulun Xing, Chunji Xie, Hongsheng Li:
Development and testing of a motor drive and control unit based on the field-oriented control algorithm for the seed-metering device. 108024 - Yuyuan Tian, Hao Gong
Development of a model to predict the throwing trajectory of a rice seedling. 108025 - Ying Guo, Zhihong Yu, Zhenjie Hou, Wenguang Zhang, Guimei Qi:
Sheep face image dataset and DT-YOLOv5s for sheep breed recognition. 108027 - Lili Yang, Yuanyuan Xu, Yuanbo Li, Mengshuai Chang, Zhibo Chen, Yubin Lan, Caicong Wu:
Real-Time field road freespace extraction for agricultural machinery autonomous driving based on LiDAR. 108028 - Mingchao Shao, Chenwei Nie, Aijun Zhang, Liangsheng Shi, Yuanyuan Zha, Honggen Xu, Hongye Yang, Xun Yu, Yi Bai, Shuaibing Liu, Minghan Cheng, Tao Lin, Ningbo Cui
Quantifying effect of maize tassels on LAI estimation based on multispectral imagery and machine learning methods. 108029 - Fenghua Yu, Shuang Xiang, Juchi Bai, Zhongyu Jin, Honggang Zhang, Shengfan Zhu, Tongyu Xu:
PIOSL: An improved version of PROSPECT model for simulating leaf optical properties by considering leaf internal structural variations. 108030 - Long Zhao, Shunhao Qing
A hybrid optimized model for predicting evapotranspiration in early and late rice based on a categorical regression tree combination of key influencing factors. 108031 - Yao Chen
Refined feature fusion for in-field high-density and multi-scale rice panicle counting in UAV images. 108032 - Xinyan Chen, Zhaohui Jiang
Data-driven decision support scheme for multi-area light environment control in greenhouse. 108033 - Shuan Yu
Deep learning models based on hyperspectral data and time-series phenotypes for predicting quality attributes in lettuces under water stress. 108034 - Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Wulan Mao, Rui Li
NDMFCS: An automatic fruit counting system in modern apple orchard using abatement of abnormal fruit detection. 108036 - Khin Nilar Swe
Novel approaches for a brix prediction model in Rondo wine grapes using a hyperspectral Camera: Comparison between destructive and Non-destructive sensing methods. 108037 - Kai Li, Weixin Gong, Yinggang Shi, Li Li, Zhi He, Xinting Ding
Predicting positions and orientations of individual kiwifruit flowers and clusters in natural environments. 108039 - Jidong Lv, Hao Xu, Liming Xu, Yuwan Gu, Hailong Rong, Ling Zou:
An image rendering-based identification method for apples with different growth forms. 108040 - Mingyang Yu
Study on the dynamic stability of circular saw blade during medium density fiberboard sawing process with thermo-mechanical coupling. 108042
- Axiu Mao
Deep learning-based animal activity recognition with wearable sensors: Overview, challenges, and future directions. 108043
- Feng Yang, Dongfeng Zhang, Yuqing Zhang, Yong Zhang, Yanyun Han, Qiusi Zhang, Qi Zhang, Chenghui Zhang, Zhongqiang Liu, Kaiyi Wang:
Prediction of corn variety yield with attribute-missing data via graph neural network. 108046 - Jincheng Chen, Benxue Ma
Apple inflorescence recognition of phenology stage in complex background based on improved YOLOv7. 108048 - Marcelo Bahuti
Statistical and fuzzy modeling for accurate prediction of feed intake and surface temperature of laying hens subjected to light challenges. 108050 - Mar Ariza-Sentís
Object detection and tracking on UAV RGB videos for early extraction of grape phenotypic traits. 108051 - Abbas Ali Chandio, Korhan K. Gokmenoglu, Irfan Khan
Does internet technology usage improve food production? Recent evidence from major rice-producing provinces of China. 108053 - Borja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. 108055
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