Three-dimensional quantification of apple phenotypic traits based on deep learning instance segmentation (English)
- New search for: Dong, Xuhua
- Further information on Dong, Xuhua:
- https://orcid.org/0009-0006-6011-0318
- New search for: Kim, Woo-Young
- New search for: Zheng, Yu
- New search for: Oh, Ju-Youl
- New search for: Ehsani, Reza
- New search for: Lee, Kyeong-Hwan
- Further information on Lee, Kyeong-Hwan:
- https://orcid.org/0000-0001-5023-1702
- New search for: Dong, Xuhua
- New search for: Kim, Woo-Young
- New search for: Zheng, Yu
- New search for: Oh, Ju-Youl
- New search for: Ehsani, Reza
- New search for: Lee, Kyeong-Hwan
In:
Computers and Electronics in Agriculture
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212
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2023
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ISSN:
- Article (Journal) / Electronic Resource
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Title:Three-dimensional quantification of apple phenotypic traits based on deep learning instance segmentation
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Contributors:Dong, Xuhua ( author ) / Kim, Woo-Young ( author ) / Zheng, Yu ( author ) / Oh, Ju-Youl ( author ) / Ehsani, Reza ( author ) / Lee, Kyeong-Hwan ( author )
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Published in:
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Publisher:
- New search for: Elsevier B.V.
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Publication date:2023-08-14
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 212
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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Navigating route planning for multiple vehicles in multifield agriculture with a fast hybrid algorithmUtamima, Amalia / Reiners, Torsten et al. | 2023
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Unmanned aerial vehicle (UAV) imaging and machine learning applications for plant phenotypingTeshome, Fitsum T / Bayabil, Haimanote K / Hoogenboom, Gerrit / Schaffer, Bruce / Singh, Aditya / Ampatzidis, Yiannis et al. | 2023
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Construction of a generalised farm typology to aid selection, targeting and scaling of onfarm researchHassall, Kirsty L. / Baudron, Frédéric / MacLaren, Chloe / Cairns, Jill E. / Ndhlela, Thokozile / McGrath, Steve P. / Nyagumbo, Isaiah / Haefele, Stephan M. et al. | 2023
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Bionic threshing component optimized based on MBD-DEM coupling simulation significantly improves corn kernel harvesting rateZhao, Jiale / Zhao, Hainan / Tang, Han / Wang, Xiaogeng / Yu, Yajun et al. | 2023
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Development of a cotton fiber quality simulation module and its incorporation into cotton crop growth and development model: GOSSYMBeegum, Sahila / Reddy, Vangimalla / Reddy, Kambham Raja et al. | 2023
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A spectral decomposition method for estimating the leaf nitrogen status of maize by UAV-based hyperspectral imagingMeiyan, Shu / Jinyu, Zhu / Xiaohong, Yang / Xiaohe, Gu / Baoguo, Li / Yuntao, Ma et al. | 2023
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Tracking the spatio-temporal change of the main food crop planting structure in the Yellow River Basin over 2001–2020Chen, Xinguo / Huang, Quanzhong / Xiong, Yunwu / Yang, Qianru / Li, Haozhi / Hou, Zelin / Huang, Guanhua et al. | 2023
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An autonomous task assignment and decision-making method for coverage path planning of multiple pesticide spraying UAVsHuang, Jing / Luo, Yao / Quan, Quan / Wang, Ban / Xue, Xianghong / Zhang, Youmin et al. | 2023
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High-through counting of Chinese cabbage trichomes based on deep learning and trinocular stereo microscopeLi, Xiyao / Chen, Jingwen / He, Yong / Yang, Guofeng / Li, Zhongren / Tao, Yimin / Li, Yanda / Li, Yu / Huang, Li / Feng, Xuping et al. | 2023
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A novel approach using multispectral imaging for rapid development of seed pellet formulations to mitigate drought stress in alfalfaJia, Zhicheng / Ou, Chengming / Sun, Shoujiang / Wang, Juan / Liu, Jingyu / Li, Manli / Jia, Shangang / Mao, Peisheng et al. | 2023
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Don’t get lost in the crowd: Graph convolutional network for online animal tracking in dense groupsParmiggiani, Andrea / Liu, Dong / Psota, Eric / Fitzgerald, Robert / Norton, Tomas et al. | 2023
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Tomato 3D pose detection algorithm based on keypoint detection and point cloud processingDu, Xiaoqiang / Meng, Zhichao / Ma, Zenghong / Lu, Wenwu / Cheng, Hongchao et al. | 2023
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An intelligent fuzzy system to manage western flower thrips population under biological treatment in roses yieldTay, Ahmad / Lafont, Frédéric / Balmat, Jean-François / Hadjali, Allel et al. | 2023
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Semi-supervised segmentation of multi-scale soil pores based on a novel receptive field structureFu, Yinkai / Zhao, Yue / Zhao, Yandong / Han, Qiaoling et al. | 2023
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Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters – Part 2: Comparison for different crops and training systemsTorres-Sánchez, Jorge / Escolà, Alexandre / Isabel de Castro, Ana / López-Granados, Francisca / Rosell-Polo, Joan R. / Sebé, Francesc / Manuel Jiménez-Brenes, Francisco / Sanz, Ricardo / Gregorio, Eduard / Peña, José M. et al. | 2023
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Hierarchical extraction of cropland boundaries using Sentinel-2 time-series data in fragmented agricultural landscapesSong, Wenyao / Wang, Chen / Dong, Taifeng / Wang, Zhaohai / Wang, Chengxin / Mu, Xiaoda / Zhang, Huanxue et al. | 2023
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Where's your head at? Detecting the orientation and position of pigs with rotated bounding boxesLiu, Dong / Parmiggiani, Andrea / Psota, Eric / Fitzgerald, Robert / Norton, Tomas et al. | 2023
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Construction and testing of a model for predicting droplet deposition based on Gaussian process regressionLiu, Weikang / Luo, Runmei / Hu, Junyutai / Chen, Juncong / Luo, Wenhao / Xue, Xiuyun / Song, Shuran / Sun, Daozong et al. | 2023
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ODL Net: Object detection and location network for small pears around the thinning periodLu, Yuqi / Du, Shuang / Ji, Ze / Yin, Xiang / Jia, Weikuan et al. | 2023
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Deep learning with PID residual elimination network for time-series prediction of water quality in aquaculture industryZhou, Xinhui / Wang, Jianping / Liu, Yiran / Duan, Qingling et al. | 2023
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Detection model transfer of apple soluble solids content based on NIR spectroscopy and deep learningGuo, Zhiming / Zhang, Yiyin / Wang, Junyi / Liu, Yuanyuan / Jayan, Heera / El-Seedi, Hesham R. / Alzamora, Stella M. / Gómez, Paula L. / Zou, Xiaobo et al. | 2023
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TIPS: A three-dimensional phenotypic measurement system for individual maize tassel based on TreeQSMXu, Bo / Wan, Xiangyuan / Yang, Hao / Feng, Haikuan / Fu, Yuanyuan / Cen, Haiyan / Wang, Binbin / Zhang, Zhoufeng / Li, Siyuan / Zhao, Chunjiang et al. | 2023
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Influence of different soil reflectance schemes on the retrieval of vegetation LAI and FVC from PROSAIL in agriculture regionJiang, Haiying / Wei, Xiangqin / Chen, Zhulin / Zhu, Mengxun / Yao, Yunjun / Zhang, Xiaotong / Jia, Kun et al. | 2023
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Deep learning-based multi-cattle tracking in crowded livestock farming using videoHan, Shujie / Fuentes, Alvaro / Yoon, Sook / Jeong, Yongchae / Kim, Hyongsuk / Sun Park, Dong et al. | 2023
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Plant image recognition with deep learning: A reviewChen, Ying / Huang, Yiqi / Zhang, Zizhao / Wang, Zhen / Liu, Bo / Liu, Conghui / Huang, Cong / Dong, Shuangyu / Pu, Xuejiao / Wan, Fanghao et al. | 2023
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Dynamic weighing algorithm for dairy cows based on time domain features and error compensationHe, Zhijiang / Li, Qian / Chu, Mengyuan / Liu, Gang et al. | 2023
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Recognizing sounds of Red Palm Weevils (RPW) based on the VGGish model: Transfer learning methodologyTorky, Mohamed / Dahy, Ghada / Hassanien, Aboul Ella et al. | 2023
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On-farm soybean seed protein and oil prediction using satellite dataHernandez, Carlos M. / Correndo, Adrián / Kyveryga, Peter / Prestholt, Aaron / Ciampitti, Ignacio A. et al. | 2023
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Phenology-assisted supervised paddy rice mapping with the Landsat imagery on Google Earth Engine: Experiments in Heilongjiang Province of China from 1990 to 2020Zhang, Chengkang / Zhang, Hongyan / Tian, Sijing et al. | 2023
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Spatial convolutional self-attention-based transformer module for strawberry disease identification under complex backgroundLi, Gaoqiang / Jiao, Lin / Chen, Peng / Liu, Kang / Wang, Rujing / Dong, Shifeng / Kang, Chenrui et al. | 2023
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SOD head: A network for locating small fruits from top to bottom in layers of feature mapsLu, Yuqi / Sun, Meili / Guan, Yujie / Lian, Jian / Ji, Ze / Yin, Xiang / Jia, Weikuan et al. | 2023
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Water grade judgment of aquaculture based on IBES and evidence fusionJunfeng, Dai / Li-hui, Fu et al. | 2023
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Non-contact sensing technology enables precision livestock farming in smart farmsYin, Maosong / Ma, Ruiqin / Luo, Hailing / Li, Jun / Zhao, Qinan / Zhang, Mengjie et al. | 2023
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RGB-D datasets for robotic perception in site-specific agricultural operations—A surveyKurtser, Polina / Lowry, Stephanie et al. | 2023
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A high-precision strain seeding spacing monitoring system based on a combined bionic strain sensor and strain peak recognition algorithmZhao, Jiale / Wang, Xiaogeng / Wang, Jingxiang / Han, Zhiwu et al. | 2023
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Failure to scale in digital agronomy: An analysis of site-specific nutrient management decision-support tools in developing countriesSida, Tesfaye Shiferaw / Gameda, Samuel / Chamberlin, Jordan / Andersson, Jens A. / Getnet, Mezegebu / Woltering, Lennart / Craufurd, Peter et al. | 2023
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A novel simulation model to predict photosynthetic active radiation interception in micro-irrigated citrus production orchards based on tree spacing, canopy geometry, and row orientationRojo, Francisco / Del Río, Rafael / Snyder, Richard L. / Zaccaria, Daniele et al. | 2023
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MP-Net: An efficient and precise multi-layer pyramid crop classification network for remote sensing imagesXu, Changhong / Gao, Maofang / Yan, Jingwen / Jin, Yunxiang / Yang, Guijun / Wu, Wenbin et al. | 2023
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Prediction of sugar beet yield and quality parameters with varying nitrogen fertilization using ensemble decision trees and artificial neural networksVarga, Ivana / Radočaj, Dorijan / Jurišić, Mladen / Markulj Kulundžić, Antonela / Antunović, Manda et al. | 2023
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A calibration method for contact parameters of agricultural particle mixtures inspired by the Brazil nut effect (BNE): The case of tiger nut tuber-stem-soil mixtureZhang, Shengwei / Zhang, Ruiyu / Cao, Qingqiu / Zhang, Yan / Fu, Jun / Wen, Xiangyu / Yuan, Hongfang et al. | 2023
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Human-centered approach for an efficient cucumber harvesting robot system: Harvest ordering, visual servoing, and end-effectorPark, Yonghyun / Seol, Jaehwi / Pak, Jeonghyeon / Jo, Yuseung / Kim, Changjo / Son, Hyoung Il et al. | 2023
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Exploring interpretable and non-interpretable machine learning models for estimating winter wheat evapotranspiration using particle swarm optimization with limited climatic dataZhao, Xin / Zhang, Lei / Zhu, Ge / Cheng, Chenguang / He, Jun / Traore, Seydou / Singh, Vijay P. et al. | 2023
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An effective PoseC3D model for typical action recognition of dairy cows based on skeleton featuresHua, Zhixin / Wang, Zheng / Xu, Xingshi / Kong, Xiangfeng / Song, Huaibo et al. | 2023
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Three-dimensional quantification of apple phenotypic traits based on deep learning instance segmentationDong, Xuhua / Kim, Woo-Young / Zheng, Yu / Oh, Ju-Youl / Ehsani, Reza / Lee, Kyeong-Hwan et al. | 2023
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Estimating soil and grapevine water status using ground based hyperspectral imaging under diffused lighting conditions: Addressing the effect of lighting variability in vineyardsKang, Chenchen / Diverres, Geraldine / Achyut, Paudel / Karkee, Manoj / Zhang, Qin / Keller, Markus et al. | 2023
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Inversion of maize leaf area index from UAV hyperspectral and multispectral imageryGuo, Anting / Ye, Huichun / Huang, Wenjiang / Qian, Binxiang / Wang, Jingjing / Lan, Yubin / Wang, Shizhou et al. | 2023
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In-field cotton counting and localization jointly based on density-guided optimal transportHuang, Yuhan / Li, Yanan / Liu, Yifei / Zheng, Dingrun et al. | 2023
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Estimation of leaf photosynthetic capacity parameters using spectral indices developed from fractional-order derivativesSong, Guangman / Wang, Quan / Jin, Jia et al. | 2023
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Optimization algorithm for determining working water head of subsurface irrigation with ceramic emitters based on soil wetting patternsLiu, Xufei / Zhang, Lin / Zhang, Chunhua / Sun, Yuli / Yang, Xue et al. | 2023
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Biological characters identification for hard clam larva based on the improved YOLOX-sWang, Yaxin / Wu, Haiyun / Hua, Xiuping / Ren, Dongyue / Li, Yang / Mu, Zhimin / Xu, Wei / Wei, Yong / Zhang, Tao / Jiang, Yongcheng et al. | 2023
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Mapping tea plantations using multitemporal spectral features by harmonised Sentinel-2 and Landsat images in Yingde, ChinaQi, Ning / Yang, Hao / Shao, Guowen / Chen, Riqiang / Wu, Baoguo / Xu, Bo / Feng, Haikuan / Yang, Guijun / Zhao, Chunjiang et al. | 2023
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Mobile terrestrial laser scanner vs. UAV photogrammetry to estimate woody crop canopy parameters – Part 1: Methodology and comparison in vineyardsEscolà, Alexandre / Peña, José M. / López-Granados, Francisca / Rosell-Polo, Joan R. / de Castro, Ana I. / Gregorio, Eduard / Jiménez-Brenes, Francisco M. / Sanz, Ricardo / Sebé, Francesc / Llorens, Jordi et al. | 2023
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From one field to another—Unsupervised domain adaptation for semantic segmentation in agricultural roboticsMagistri, Federico / Weyler, Jan / Gogoll, Dario / Lottes, Philipp / Behley, Jens / Petrinic, Nik / Stachniss, Cyrill et al. | 2023
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Estimation of soil texture by fusion of near-infrared spectroscopy and image data based on convolutional neural networkVakilzadeh Ebrahimi, Mohammad Kazem / Lee, Hansaem / Won, Jongho / Kim, Seonghwan / Park, Simon S. et al. | 2023
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A planning strategy for sprinkler-based variable rate irrigationPenzotti, Gabriele / Lodi Rizzini, Dario / Caselli, Stefano et al. | 2023
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Fault diagnosis method of dissolved oxygen sensor electrolyte loss based on impedance measurementXu, Xianbao / Du, Zhuangzhuang / Bai, Zhuangzhuang / Wang, Shuaixing / Wang, Cong / Li, Daoliang et al. | 2023
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Parametric analysis and numerical optimisation of spinach root vibration shovel cutting using discrete element methodZou, Liangliang / Yan, Dawei / Niu, Ziru / Yuan, Jin / Cheng, Hao / Zheng, Hao et al. | 2023
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High-quality images and data augmentation based on inverse projection transformation significantly improve the estimation accuracy of biomass and leaf area indexChe, Yingpu / Wang, Qing / Xie, Ziwen / Li, Shilin / Zhu, Jinyu / Li, Baoguo / Ma, Yuntao et al. | 2023
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Monitoring of grain crops nitrogen status from uav multispectral images coupled with deep learning approachesBlekanov, I. / Molin, A. / Zhang, D. / Mitrofanov, E. / Mitrofanova, O. / Li, Yin et al. | 2023
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Fabrication and optimization of passive flexible ammonia sensor for aquatic supply chain monitoring based on adaptive parameter adjustment artificial neural network (APA-ANN)Xu, Jinchao / Mu, Boyu / Zhang, Luwei / Chai, Rong / He, Yanfu / Zhang, Xiaoshuan et al. | 2023
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Precision weed detection in wheat fields for agriculture 4.0: A survey of enabling technologies, methods, and research challengesXu, Ke / Shu, Lei / Xie, Qi / Song, Minghan / Zhu, Yan / Cao, Weixing / Ni, Jun et al. | 2023
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Opinion: AI in agriculture, researchable issuesZhang, Qin et al. | 2023
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RepDI: A light-weight CPU network for apple leaf disease identificationZheng, Jiye / Li, Kaiyu / Wu, Wenbin / Ruan, Huaijun et al. | 2023
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Editorial Board| 2023
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Evaluation of forage quality in a pea breeding program using a hyperspectral sensing systemSangjan, Worasit / McGee, Rebecca J. / Sankaran, Sindhuja et al. | 2023
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A scenario-based metaheuristic and optimization framework for cost-effective machine-trail network design in forestryHosseini, Ahmad / Wadbro, Eddie / Ngoc Do, Dung / Lindroos, Ola et al. | 2023
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Case instance segmentation of small farmland based on Mask R-CNN of feature pyramid network with double attention mechanism in high resolution satellite imagesCao, Yangyang / Zhao, Zuoxi / Huang, Yuan / Lin, Xu / Luo, Shuyuan / Xiang, Borui / Yang, Houcheng et al. | 2023
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Advantages and limitations of using near infrared spectroscopy in plant phenomics applicationsCozzolino, Daniel et al. | 2023
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ECG augmented pulse oximetry in Atlantic salmon (Salmo salar)—A pilot studySvendsen, E. / Føre, M. / Randeberg, L.L. / Olsen, R.E. / Finstad, B. / Remen, M. / Bloecher, N. / Alfredsen, J.A. et al. | 2023
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A framework for modelling spatio-temporal trends in crop production using generalised additive modelsWellington, Michael J. / Lawes, Roger / Kuhnert, Petra et al. | 2023
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StomataTracker: Revealing circadian rhythms of wheat stomata with in-situ video and deep learningSun, Zhuangzhuang / Wang, Xiao / Song, Yunlin / Li, Qing / Song, Jin / Cai, Jian / Zhou, Qin / Zhong, Yingxin / Jin, Shichao / Jiang, Dong et al. | 2023
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Coupled maize model: A 4D maize growth model based on growing degree daysQian, Binxiang / Huang, Wenjiang / Xie, Donghui / Ye, Huichun / Guo, Anting / Pan, Yuhao / Jin, Yin / Xie, Qiaoyun / Jiao, Quanjun / Zhang, Biyao et al. | 2023
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Fusion of udder temperature and size features for the automatic detection of dairy cow mastitis using deep learningChu, Mengyuan / Li, Qian / Wang, Yanchao / Zeng, Xueting / Si, Yongsheng / Liu, Gang et al. | 2023
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Object localization methodology in occluded agricultural environments through deep learning and active sensingSun, Teng / Zhang, Wen / Miao, Zhonghua / Zhang, Zhe / Li, Nan et al. | 2023
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Study on the wireless sensor networks routing for Low-Power FPGA hardware in field applicationsGupta, Namit / Kumar, Adesh et al. | 2023
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Diagnosis of soybean bacterial blight progress stage based on deep learning in the context of data-deficientWang, Xueying / Pan, Tong / Qu, Jinqiu / Sun, Yongzhe / Miao, Linxiao / Zhao, Ziming / Li, Yang / Zhang, Zhanguo / Zhao, Hongjie / Hu, Zhenbang et al. | 2023
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In situ grape ripeness estimation via hyperspectral imaging and deep autoencodersTsakiridis, Nikolaos L. / Samarinas, Nikiforos / Kokkas, Stylianos / Kalopesa, Eleni / Tziolas, Nikolaos V. / Zalidis, George C. et al. | 2023
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A method for detecting uneaten feed based on improved YOLOv5Xu, Chen / Wang, Zhiyong / Du, Rongxiang / Li, Yachao / Li, Daoliang / Chen, Yingyi / Li, Wensheng / Liu, Chunhong et al. | 2023
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Application of regression kriging and machine learning methods to estimate soil moisture constants in a semi-arid terrestrial areaTunçay, Tülay / Alaboz, Pelin / Dengiz, Orhan / Başkan, Oğuz et al. | 2023
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A precise apple leaf diseases detection using BCTNet under unconstrained environmentsZhang, Yukai / Zhou, Guoxiong / Chen, Aibin / He, Mingfang / Li, Johnny / Hu, Yahui et al. | 2023
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Non-destructive internal disorder segmentation in pear fruit by X-ray radiography and AITempelaere, Astrid / Minh Phan, Hoang / Van De Looverbosch, Tim / Verboven, Pieter / Nicolai, Bart et al. | 2023
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An extensive review on agricultural robots with a focus on their perception systemsThakur, Abhishek / Venu, Sangeeth / Gurusamy, Muralimohan et al. | 2023
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Using an optimized texture index to monitor the nitrogen content of potato plants over multiple growth stagesFan, Yiguang / Feng, Haikuan / Yue, Jibo / Jin, Xiuliang / Liu, Yang / Chen, Riqiang / Bian, Mingbo / Ma, Yanpeng / Song, Xiaoyu / Yang, Guijun et al. | 2023
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Leveraging the feature distribution calibration and data augmentation for few-shot classification in fish countingZhou, Jialong / Ji, Daxiong / Zhao, Jian / Zhu, Songming / Peng, Zequn / Lu, Guoxing / Ye, Zhangying et al. | 2023
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Early detection of red palm weevil infestations using deep learning classification of acoustic signalsBoulila, Wadii / Alzahem, Ayyub / Koubaa, Anis / Benjdira, Bilel / Ammar, Adel et al. | 2023
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Challenges and opportunities for agri-fresh food supply chain management in IndiaKumar, Ashish / Agrawal, Sunil et al. | 2023
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An Internet of Living Things based device for a better understanding of the state of the honey bee population in the hive during the winter monthsArribas, Fernando Aguirre / Hortelano, Miguel Romero et al. | 2023
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Navigation line extraction algorithm for corn spraying robot based on improved YOLOv8s networkDiao, Zhihua / Guo, Peiliang / Zhang, Baohua / Zhang, Dongyan / Yan, Jiaonan / He, Zhendong / Zhao, Suna / Zhao, Chunjiang / Zhang, Jingcheng et al. | 2023
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A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, ChinaWang, Yu / Chen, Songchao / Hong, Yongsheng / Hu, Bifeng / Peng, Jie / Shi, Zhou et al. | 2023
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Automated walk-over-weigh system to track daily body mass and growth in grazing steersParsons, Ira L. / Norman, Durham A. / Karisch, Brandi B. / Webb, Stephen L. / Stone, Amanda E. / Proctor, Mike D. / Street, Garrett M. et al. | 2023
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ITF-WPI: Image and text based cross-modal feature fusion model for wolfberry pest recognitionDai, Guowei / Fan, Jingchao / Dewi, Christine et al. | 2023
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Hybrid residual deep learning models with physical knowledge for improving plant transpiration estimationLiu, Binrui / He, Xinguang / Liu, Na et al. | 2023
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Research of soil surface image occlusion removal and inpainting based on GAN used for estimation of farmland soil moisture contentMeng, Chao / Yang, Wei / Bai, Yu / Li, Hao / Zhang, Hao / Li, Minzan et al. | 2023
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AI- and data-driven crop rotation planningFenz, Stefan / Neubauer, Thomas / Friedel, Jürgen Kurt / Wohlmuth, Marie-Luise et al. | 2023
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Developing machine learning models with multiple environmental data to predict stand biomass in natural coniferous-broad leaved mixed forests in Jilin Province of ChinaHe, Xiao / Lei, Xiangdong / Liu, Di / Lei, Yuancai et al. | 2023
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Electrical resistivity tomography (ERT) measurements during water flow in a date palm stem segmentBukhary, Tarig / Huisman, Johan Alexander / Wang, Haoran / Zimmermann, Egon / Vereecken, Harry / Lazarovitch, Naftali et al. | 2023
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GlandSegNet: Semantic segmentation model and area detection method for cotton leaf pigment glandsXu, Yaxuan / Wang, Guoning / Shao, Limin / Wang, Nan / She, Lixuan / Liu, Yu / Geng, Yuhong / Yan, Geng et al. | 2023
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Accelerated verification method for the reliability of the motor drive mechanism of the corn precision seed-metering deviceWen, Changkai / Zhang, Jing / Zheng, Kan / Li, Hanqing / Ling, Lin / Meng, Zhijun / Fu, Weiqiang / Yan, Bingxin et al. | 2023
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Two-stream cross-attention vision Transformer based on RGB-D images for pig weight estimationHe, Wei / Mi, Yang / Ding, Xiangdong / Liu, Gang / Li, Tao et al. | 2023
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Visual teach and generalise (VTAG)—Exploiting perceptual aliasing for scalable autonomous robotic navigation in horticultural environmentsCox, Jonathan / Tsagkopoulos, Nikolaos / Rozsypálek, Zdeněk / Krajník, Tomáš / Sklar, Elizabeth / Hanheide, Marc et al. | 2023
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A modularized parallel distributed High–Performance computing framework for simulating seasonal frost dynamics in Canadian croplandsLi, Ziwei / Qi, Zhiming / Liu, Yuchen / Zheng, Yunjia / Yang, Yi et al. | 2023
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A deep learning-based method for detecting granular fertilizer deposition distribution patterns in centrifugal variable-rate spreader fertilizationLiu, Hui / Wang, Lin / Shi, Yinyan / Wang, Xiaochan / Chang, Feilong / Wu, Yao et al. | 2023
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GANPose: Pose estimation of grouped pigs using a generative adversarial networkWang, Zehua / Zhou, Suyin / Yin, Ping / Xu, Aijun / Ye, Junhua et al. | 2023
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Predicting daily solar radiation using a novel hybrid long short-term memory network across four climate regions of ChinaXing, Liwen / Cui, Ningbo / Guo, Li / Gong, Daozhi / Wen, Shenglin / Zhang, Yixuan / Fan, Mengying et al. | 2023
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Towards robust registration of heterogeneous multispectral UAV imagery: A two-stage approach for cotton leaf lesion gradingLi, Xinzhou / Gao, Junfeng / Jin, Shichao / Jiang, Chunxin / Zhao, Mingming / Lu, Mingzhou et al. | 2023
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Digital transformation of agriculture: A new integrated modeling framework for arable farm enterprisesYe, Hao / Wang, Yang / Zhang, Yunji / Hu, Xiaonan / Wei, Chunyan / Zhao, Wenxin / Li, Xiang et al. | 2023
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Real-time missing seedling counting in paddy fields based on lightweight network and tracking-by-detection algorithmCui, Jinrong / Zheng, Hong / Zeng, Zhiwei / Yang, Yuling / Ma, Ruijun / Tian, Yuyuan / Tan, Jianwei / Feng, Xiao / Qi, Long et al. | 2023
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Early almond yield forecasting by bloom mapping using aerial imagery and deep learningChakraborty, Momtanu / Pourreza, Alireza / Zhang, Xin / Jafarbiglu, Hamid / Shackel, Kenneth A. / DeJong, Theodore et al. | 2023
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Automatic cotton spider mites' damage grading algorithm for depth residual network based on transfer learningZhang, Yan / Li, Mingzhe / Zhou, Baoping / Wang, Zaibin et al. | 2023
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Spatial-spectral attention-enhanced Res-3D-OctConv for corn and weed identification utilizing hyperspectral imaging and deep learningDiao, Zhihua / Guo, Peiliang / Zhang, Baohua / Yan, Jiaonan / He, Zhendong / Zhao, Suna / Zhao, Chunjiang / Zhang, Jingcheng et al. | 2023
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Exploration of using acoustic vibration technology to non-destructively detect moldy kernels of in-shell hickory nuts (Carya cathayensis Sarg.)Han, Qing-li / Long, Bai-xue / Yan, Xue-jun / Wang, Wu / Liu, Feng-ru / Chen, Xue / Ma, Fei et al. | 2023
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A two-stage recognition method based on deep learning for sheep behaviorGu, Zishuo / Zhang, Haoyu / He, Zhiqiang / Niu, Kai et al. | 2023
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Development, analysis, and verification of an intelligent auxiliary beekeeping device mounted on a crawler transporterWang, Pingan / Han, Xiongzhe et al. | 2023
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Automatic reconstruction and modeling of dormant jujube trees using three-view image constraints for intelligent pruning applicationsLi, Yali / Zhang, Zhiyuan / Wang, Xianfei / Fu, Wei / Li, Jingbin et al. | 2023
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Detection of citrus pests in double backbone network based on single shot multibox detectorQiang, Jun / Liu, Wuji / Li, Xixi / Guan, Ping / Du, Yunlong / Liu, Ben / Xiao, Guanglei et al. | 2023