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ORCIDComputers and Electronics in Agriculture, Volume 211
Volume 211, August 2023
- Nicolas Harvey Chapman
, Anna Chlingaryan, Peter C. Thomson, Sabrina Lomax, Md. Ashraful Islam, Amanda K. Doughty, Cameron E. F. Clark:
A deep learning model to forecast cattle heat stress. 107932 - Dongfang Li, Boliao Li, Huaiqu Feng, Te Xi, Jun Wang:
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, Philippe Krajsic, Felix Loos, Abdulbaree Hussein, Bogdan Franczyk, Adrianna Kozierkiewicz, Marcin Pietranik:
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, Ahmad Sharafati, Seyed Babak Haji Seyed Asadollah, Davide Motta:
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, Sajeevan Radha Sivarajan, Ingi Abdelmeguid, Maxime Ryckewaert, Jean-Michel Roger, Ryad Bendoula, Erik Alexandersson:
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, Lu Liang, Liheng Zhong, Michele L. Reba, Benjamin R. K. Runkle:
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, Tajul Miftahushudur, Bruce Grieve, Hujun Yin:
Segmentation of weeds and crops using multispectral imaging and CRF-enhanced U-Net. 107956 - Lucas de Souza Rodrigues, Edmar Caixeta Filho, Kenzo Miranda Sakiyama, Mateus Figueiredo Santos, Liana Jank, Camilo Carromeu, Eloise Silveira, Edson Takashi Matsubara, José Marcato Junior, Wesley Nunes Gonçalves:
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, Jiale Zhao, Jinwu Wang:
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, Ken Abamba Omwange, Yoshito Saito, Keiji Konagaya, Tetsuhito Suzuki, Yuichi Ogawa, Naoshi Kondo:
Label-free technology for traceable identification of single green pepper through features in UV fluorescent images. 107960 - Weiyue Xu, Tao Xu, J. Alex Thomasson, Wei Chen, Raghupathy Karthikeyan, Guangzhao Tian, Yeyin Shi, Changying Ji, Qiong Su:
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, Murukeshan Vadakke Matham:
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, Weirong Zhang, Zhiyuan Bao, Kaichen Wang, Ning Li:
Recognition method of maize crop rows at the seedling stage based on MS-ERFNet model. 107964 - Eksan Firkat, Fan An, Bei Peng, Jinlai Zhang, Tayir Mijit, Arzigul Ahat, Jihong Zhu, Askar Hamdulla:
FGSeg: Field-ground segmentation for agricultural robot based on LiDAR. 107965 - Amol E. Patil, D. B. Deosarkar, Narendra Khatri, Ankush B. Ubale:
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, Wei-Feng Li, Xin-Gen Zhou, Wei-Guo, Chun-Yan Gu, Zhihua Diao:
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, João Coimbra, Mário Cunha:
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, Kifle G. Gebremedhin, Senorpe Asem-Hiablie:
Perspectives on the strategic importance of digitalization for Modernizing African Agriculture. 107972
- Tao Li, Feng Xie, Zhuoqun Zhao, Hui Zhao, Xin Guo, Qingchun Feng:
A multi-arm robot system for efficient apple harvesting: Perception, task plan and control. 107979 - Xiaohan Zhou, Qingzhi Liu, David Katzin, Tian Qian, Ep Heuvelink, Leo F. M. Marcelis:
Boosting the prediction accuracy of a process-based greenhouse climate-tomato production model by particle filtering and deep learning. 107980
- Luis Sánchez-Fernández, María Barrera, Jorge Martínez-Guanter, Manuel Pérez-Ruiz:
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, Jun Zhou, Zhengshan Cui, Zhen Zhang:
Deep learning with tactile sequences enables fruit recognition and force prediction for damage-free grasping. 107985 - Fanguo Zeng, Bin Li, Haifeng Wang, Jun Zhu, Nan Jia, Yuliang Zhao, Wenwen Zhao:
Detection of calf abnormal respiratory behavior based on frame difference and improved YOLOv5 method. 107987 - Andres Molares-Ulloa, Daniel Rivero, Jesús Gil Ruiz, Enrique Fernández-Blanco, Luis de-la-Fuente-Valentín:
Hybrid machine learning techniques in the management of harmful algal blooms impact. 107988 - Ziheng Feng, Hanwen Guan, Tiancong Yang, Li He, Jianzhao Duan, Li Song, Chenyang Wang, Wei 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, Gaurav Gupta, Abhishek Bhatt:
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, A. van der Wurff, S. Linnenbank, J. Bonnet, A. Koppert:
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, Jiahao Fan, Jun Chao, Nikola Arsenijevic, Rodrigo Werle, Zhou Zhang:
Instance segmentation method for weed detection using UAV imagery in soybean fields. 107994 - Luis Francisco López-Castro, Elyn L. Solano-Charris, Adela Pagès-Bernaus:
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, Lorenzo Bonzi, Lorenzo Cotrozzi, Fatma Hamouda, Alessandra Marchica, Giuseppe Provenzano, Damiano Remorini, Giovanni Rallo:
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, Kitt G. Payn, Jingyi Zheng:
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, Raju Bheemanahalli, K. Raja Reddy, Xin Zhang, Ranadheer Reddy Vennam:
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, Mario Giacobini:
Multi-algorithm clustering analysis for characterizing cow productivity on automatic milking systems over lactation periods. 108002 - Dong Li, Xin Liu, Kun Zhou, Ruizhi Sun, Chutian Wang, Weixin Zhai, Caicong Wu:
Discovering spatiotemporal characteristics of the trans-regional harvesting operation using big data of GNSS trajectories in China. 108003 - Taehyeong Kim, Dae-Hyun Lee, Kyoung-Chul Kim, Yong-Joo Kim:
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, Kai Gao, Ronghua Du, Zhuo Wu, Eksan Firkat, Dingwen Li:
Deformable convolution and coordinate attention for fast cattle detection. 108006 - Hao Wang, Xiangyu Meng, Zerui Chen, Xihai Zhang, Ruifeng Cheng, Yi Zhang, Wei Li, Weixian Song, Yu Zhang:
A feedback control method for plant factory environment based on photosynthetic rate prediction model. 108007 - Mingzheng Zhang, Tian'en Chen, Xiaohe Gu, Yan Kuai, Cong Wang, Dong Chen, Chunjiang Zhao:
UAV-borne hyperspectral estimation of nitrogen content in tobacco leaves based on ensemble learning methods. 108008 - Qinghua Guo, Yue Sun, Clémence Orsini, J. Elizabeth Bolhuis, Jakob de Vlieg, Piter Bijma, Peter H. N. de With:
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, Hao Yang, Haikuan Feng, Shaoyu Han, Chengquan Zhou, Yuanyuan Fu, Wei Guo, Xinming Ma, Hongbo Qiao, Guijun Yang:
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, Dihua Wu, Zhizhong Sun, Mingchuan Zhou, Di Cui, Lijuan Xie, Dong Hu, Xiuqin Rao, Huanyu Jiang, Yibin Ying:
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, Fanfeng Meng:
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, Zhongbin Su:
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, Wei-Che Lee, Chen-Yi Lu, Ya-Fang Wu, Pei-Yu Shih, Sheng-Kuan Chen, Jui-Yung Chung, Ta-Te Lin:
Edge-based wireless imaging system for continuous monitoring of insect pests in a remote outdoor mango orchard. 108019 - Qixin Sun, Ming Zhong, Xiujuan Chai, Zhikang Zeng, Hesheng Yin, Guomin Zhou, Tan Sun:
Citrus pose estimation from an RGB image for automated harvesting. 108022 - Rajkishan Arikapudi, Stavros G. Vougioukas:
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, Xiao Feng, Yinghu Cai, Zhiwei Zeng, Long Qi:
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, Wenbin Wu, Xiuliang Jin:
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, Jiayi Bai, Haohao Hao, Hui Li, Yi Shi, Xuguang Xing, Ru Yang:
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, Rui Xin, Haiyan Jiang, Yonghuai Liu, Xiaoqi Zhang, Jialin Yu:
Refined feature fusion for in-field high-density and multi-scale rice panicle counting in UAV images. 108032 - Xinyan Chen, Zhaohui Jiang, Jiahui Yang, Jiawang Ren, Yuan Rao, Wu Zhang:
Data-driven decision support scheme for multi-area light environment control in greenhouse. 108033 - Shuan Yu, Jiangchuan Fan, Xianju Lu, Weiliang Wen, Song Shao, Dong Liang, Xiaozeng Yang, Xinyu Guo, Chunjiang Zhao:
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, Nikita A. Andriyanov, Vladimir Soloviev, Longsheng Fu:
NDMFCS: An automatic fruit counting system in modern apple orchard using abatement of abnormal fruit detection. 108036 - Khin Nilar Swe, Sawa Takai, Noboru Noguchi:
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, Yinchu Wang, Li Ma, Wei Hao, Zhen Yang, Yongjie Cui:
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, Bin Wang, Pengliang Ji, Bo Li, Luo Zhang, Qingdong Zhang:
Study on the dynamic stability of circular saw blade during medium density fiberboard sawing process with thermo-mechanical coupling. 108042
- Axiu Mao, Endai Huang, Xiaoshuai Wang, Kai Liu:
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, Chao Ji, Jing Zhang, Qingchun Feng, Xin Liu, Yujie Li:
Apple inflorescence recognition of phenology stage in complex background based on improved YOLOv7. 108048 - Marcelo Bahuti, Tadayuki Yanagi Junior, Renato Ribeiro de Lima, Édison José Fassani, Bruna Pontara Vilas Boas Ribeiro, Alessandro Torres Campos, Lucas Henrique Pedrozo Abreu:
Statistical and fuzzy modeling for accurate prediction of feed intake and surface temperature of laying hens subjected to light challenges. 108050 - Mar Ariza-Sentís, Hilmy Baja, Sergio Vélez, João Valente:
Object detection and tracking on UAV RGB videos for early extraction of grape phenotypic traits. 108051 - Abbas Ali Chandio, Korhan K. Gokmenoglu, Irfan Khan, Fayyaz Ahmad, Yuansheng Jiang:
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, Spyros Fountas:
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. 108055
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