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ORCIDComputers and Electronics in Agriculture, Volume 205
Volume 205, February 2023
- Andrés F. Almeida-Ñauñay, Ana M. Tarquis, Juan López de Herrera, Enrique Pérez-Martín
, Jose Luis Pancorbo, María D. Raya-Sereno, Miguel Quemada:
Optimization of soil background removal to improve the prediction of wheat traits with UAV imagery. 107559 - Hu Hao, Yu Jincheng, Yin Ling, Cai Gengyuan, Sumin Zhang, Zhang Huan:
An improved PointNet++ point cloud segmentation model applied to automatic measurement method of pig body size. 107560 - Yulong Nan, Huichun Zhang, Yong Zeng, Jiaqiang Zheng, Yufeng Ge:
Faster and accurate green pepper detection using NSGA-II-based pruned YOLOv5l in the field environment. 107563 - Haodong Wang, Weizheng Shen, Yi Zhang, Meng Gao, Qinggang Zhang, Xiaohui A, Haitao Du, Bailong Qiu:
Diagnosis of dairy cow diseases by knowledge-driven deep learning based on the text reports of illness state. 107564 - Yu Fan, Haorui Chen, Zhanyi Gao, Xiaomin Chang:
Canal water distribution optimization model based on water supply conditions. 107565 - Yuyuan Tian, Zhiwei Zeng, Hao Gong, Yuhao Zhou, Long Qi, Wenbin Zhen:
Simulation of tensile behavior of tobacco leaf using the discrete element method (DEM). 107570 - Zuanxian Su, Lunyang Liu, Yunqi Li, Houbin Chen:
Predicting flower induction of litchi (Litchi chinensis Sonn.) with machine learning techniques. 107572 - Ziang Niu, Huizhen Yang, Lei Zhou, Mohamed Farag Taha, Yong He, Zhengjun Qiu:
Deep learning-based ranging error mitigation method for UWB localization system in greenhouse. 107573 - Ke Luo, Linlin Lu, Yanhua Xie, Fang Chen, Fang Yin, Qingting Li:
Crop type mapping in the central part of the North China Plain using Sentinel-2 time series and machine learning. 107577 - Amir Alipasandi, Asghar Mahmoudi, Barbara Sturm, Hossein Behfar, Saman Zohrabi:
Application of meta-heuristic feature selection method in low-cost portable device for watermelon classification using signal processing techniques. 107578 - Asaf Avneri, Shlomi Aharon, Anna Brook, Guy Atsmon, Evgeny Smirnov, Roy Sadeh, Shahal Abbo, Zvi Peleg, Ittai Herrmann, David J. Bonfil, Ran Nisim Lati:
UAS-based imaging for prediction of chickpea crop biophysical parameters and yield. 107581 - Fujie Zhang, Zhiyuan Lv, Huixin Zhang, Jia Guo, Jian Wang, Tiangang Lu, Lili Zhangzhong:
Verification of improved YOLOX model in detection of greenhouse crop organs: Considering tomato as example. 107582 - Jinfeng Zhao, Yan Ma, Kaicheng Yong, Min Zhu, Yueqi Wang, Xuan Wang, Wei Li, Xin Wei, Xuehui Huang:
Rice seed size measurement using a rotational perception deep learning model. 107583
- Yuhao Bai, Baohua Zhang, Naimin Xu, Jun Zhou, Jiayou Shi, Zhihua Diao:
Vision-based navigation and guidance for agricultural autonomous vehicles and robots: A review. 107584
- Chao Qi, Murilo Sandroni, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erik Alexandersson, Junfeng Gao:
In-field classification of the asymptomatic biotrophic phase of potato late blight based on deep learning and proximal hyperspectral imaging. 107585
- Zhenjiang Cai, Jialiang Cui, Hongbo Yuan, Man Cheng:
Application and research progress of infrared thermography in temperature measurement of livestock and poultry animals: A review. 107586
- Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones:
Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset. 107587 - Kaixuan Zhao, Meng Zhang, Weizheng Shen, Xiaohang Liu, Jiangtao Ji, Baisheng Dai, Ruihong Zhang:
Automatic body condition scoring for dairy cows based on efficient net and convex hull features of point clouds. 107588
- Cassandra Uthoff, Masun Nabhan Homsi, Martin von Bergen:
Acoustic and vibration monitoring of honeybee colonies for beekeeping-relevant aspects of presence of queen bee and swarming. 107589
- Lijia Xu, Yihan Wang, Xiaoshi Shi, Zuoliang Tang, Xinyuan Chen, Yuchao Wang, Zhiyong Zou, Peng Huang, Bi Liu, Ning Yang, Zhiwei Lu, Yong He, Yongpeng Zhao:
Real-time and accurate detection of citrus in complex scenes based on HPL-YOLOv4. 107590 - Payton J. Goodrich, Omar Betancourt, Ana Claudia Arias, Tarek I. Zohdi:
Placement and drone flight path mapping of agricultural soil sensors using machine learning. 107591 - Lei Geng, Li Li, Wenyi Sheng, Quan Sun, Jiahao Yang, Qicheng Huang, Ping Lv:
Compound minirhizotron device for root phenotype and water content near root zone. 107592 - Yinchu Wang, Zhi He, Dandan Cao, Li Ma, Kai Li, Liangsheng Jia, Yongjie Cui:
Coverage path planning for kiwifruit picking robots based on deep reinforcement learning. 107593
- Caicong Wu, Dong Li, Xiaoqiang Zhang, Jiawen Pan, Lei Quan, Lili Yang, Weizhong Yang, Qin Ma, Chunhua Su, Weixin Zhai:
China's agricultural machinery operation big data system. 107594
- Kai Moriguchi, Hiroaki Shirasawa, Kazuhiro Aruga:
Accelerating forest stand selection for subsidization using neural networks. 107595 - Pawel Majewski, Piotr Lampa, Robert Burduk, Jacek Reiner:
Prediction of the remaining time of the foraging activity of honey bees using spatio-temporal correction and periodic model re-fitting. 107596 - Yukai Zhang, Shuangjie Huang, Guoxiong Zhou, Yahui Hu, Liujun Li:
Identification of tomato leaf diseases based on multi-channel automatic orientation recurrent attention network. 107605 - Yue Gao, Kai Yan, Baisheng Dai, Hongmin Sun, Yanling Yin, Runze Liu, Weizheng Shen:
Recognition of aggressive behavior of group-housed pigs based on CNN-GRU hybrid model with spatio-temporal attention mechanism. 107606 - Yunfei Wang, Rong Li, Zheng Wang, Zhixin Hua, Yitao Jiao, Yuanchao Duan, Huaibo Song:
E3D: An efficient 3D CNN for the recognition of dairy cow's basic motion behavior. 107607 - Alexander Kocian, Giulia Carmassi, Fatjon Cela, Stefano Chessa, Paolo Milazzo, Luca Incrocci:
IoT based dynamic Bayesian prediction of crop evapotranspiration in soilless cultivations. 107608 - Meili Sun, Ruina Zhao, Xiang Yin, Liancheng Xu, Chengzhi Ruan, Weikuan Jia:
FBoT-Net: Focal bottleneck transformer network for small green apple detection. 107609 - Kaijian Zheng, Renyou Yang, Rifu Li, Pengjie Guo, Liang Yang, Hao Qin:
A spatiotemporal attention network-based analysis of golden pompano school feeding behavior in an aquaculture vessel. 107610 - Nikos Tsoulias, Kowshik Kumar Saha, Manuela Zude-Sasse:
In-situ fruit analysis by means of LiDAR 3D point cloud of normalized difference vegetation index (NDVI). 107611 - Tan Liu, Qingyun Yuan, Xiaoming Ding, Yonggang Wang, Dapeng Zhang:
Multi-objective optimization for greenhouse light environment using Gaussian mixture model and an improved NSGA-II algorithm. 107612 - Mingdi Cui, Yunyi Lou, Yilin Ge, Keqi Wang:
LES-YOLO: A lightweight pinecone detection algorithm based on improved YOLOv4-Tiny network. 107613 - Ning Yang, Kangpeng Chang, Jian Tang, Lijia Xu, Yong He, Rubing Huang, Junjie Yu:
Detection method of rice blast based on 4D light field refocusing depth information fusion. 107614 - Yu-Qian Wang, Pei Leng, Guofei Shang, Xia Zhang, Zhao-Liang Li:
Sun-induced chlorophyll fluorescence is superior to satellite vegetation indices for predicting summer maize yield under drought conditions. 107615 - Zheli Zhu, Guanghua Guan, Xin Tian, Seied Mehdy Hashemy Shahdany, Kang Wang:
The Integrator Dual-Delay model for advanced controller design of the open canal irrigation systems with multiple offtakes. 107616 - Zhiyang Zheng, Xiaoqian Zhang, Lifeng Qin, Shuai Yue, Pengbo Zeng:
Cows' legs tracking and lameness detection in dairy cattle using video analysis and Siamese neural networks. 107618 - Sergio Bayano-Tejero, Manoj Karkee, Antonio Rodríguez-Lizana, Rafael R. Sola-Guirado:
Estimation of harvested fruit weight using volume measurements with distance sensors: A case study with olives in a big box. 107620 - Radhwane Derraz, Farrah Melissa Muharam, Khairudin Nurulhuda, Noraini Ahmad Jaafar, Ng Keng Yap:
Ensemble and single algorithm models to handle multicollinearity of UAV vegetation indices for predicting rice biomass. 107621 - Dihua Wu, Yibin Ying, Mingchuan Zhou, Jinming Pan, Di Cui:
Improved ResNet-50 deep learning algorithm for identifying chicken gender. 107622 - Amirhossein Zaji, Zheng Liu, George Xiao, Pankaj Bhowmik, Jatinder S. Sangha, Yuefeng Ruan:
AutoOLA: Automatic object level augmentation for wheat spikes counting. 107623 - Thomas A. Ciarfuglia, Ionut Marian Motoi, Leonardo Saraceni, Mulham Fawakherji, Alberto Sanfeliu, Daniele Nardi:
Weakly and semi-supervised detection, segmentation and tracking of table grapes with limited and noisy data. 107624 - Taiheng Zeng, Siyi Li, Qiming Song, Fenglin Zhong, Xuan Wei:
Lightweight tomato real-time detection method based on improved YOLO and mobile deployment. 107625 - Rong Zou, Yu Zhang, Jin Chen, Jinyan Li, Wenjie Dai, Senlin Mu:
Density estimation method of mature wheat based on point cloud segmentation and clustering. 107626 - Jibo Yue, Hao Yang, Guijun Yang, Yuanyuan Fu, Han Wang, Chengquan Zhou:
Estimating vertically growing crop above-ground biomass based on UAV remote sensing. 107627 - Yang Wang, Xubing Yang, Li Zhang, Xijian Fan, Qiaolin Ye, Liyong Fu:
Individual tree segmentation and tree-counting using supervised clustering. 107629 - Nan Wang, Yang Li, Lan Huang, Zhong-Yi Wang, Peng-Fei Zhao:
Multi-frequency complex conductivity sparse imaging of plant root zone based on space-frequency correlation. 107630 - Harvey Bates, Dougal Pottie, David Taylor, Allen Benter:
Automatic multi-weigh-station for assessing sheep liveweight in small flocks. 107631 - Yunfei Wang, Xingshi Xu, Zheng Wang, Rong Li, Zhixin Hua, Huaibo Song:
ShuffleNet-Triplet: A lightweight RE-identification network for dairy cows in natural scenes. 107632 - Giulia Ronchetti, Giacinto Manfron, Christof J. Weissteiner, Lorenzo Seguini, Luigi Nisini Scacchiafichi, Lorenzo Panarello, Bettina Baruth:
Remote sensing crop group-specific indicators to support regional yield forecasting in Europe. 107633 - Zhiyong Gui, Jianneng Chen, Yang Li, Zhiwei Chen, Chuanyu Wu, Chunwang Dong:
A lightweight tea bud detection model based on Yolov5. 107636 - Wenxia Bao, Ziqiang Zhu, Gensheng Hu, Xingen Zhou, Dongyan Zhang, Xianjun Yang:
UAV remote sensing detection of tea leaf blight based on DDMA-YOLO. 107637 - Dan Lin, Ákos Kenéz, Jessica A. A. McArt, Jun Li:
Transformer neural network to predict and interpret pregnancy loss from activity data in Holstein dairy cows. 107638 - Dong Wang, Wei Yang, Chao Meng, Yongyan Cao, Minzan Li:
Research on vehicle-mounted soil electrical conductivity and moisture content detection system based on current-voltage six-terminal method and spectroscopy. 107640 - Ping Zhang, Jin Yuan, Deyu Wang, Xuemei Liu, Xiaoyu Zheng:
Development of a novel pull-cutting end-effector for ex-situ robotic harvesting of white asparagus based on MBD-DEM coupling simulation. 107641 - Jonathan Richetti, Foivos I. Diakogiannis, Asher Bender, André F. Colaço, Roger A. Lawes:
A methods guideline for deep learning for tabular data in agriculture with a case study to forecast cereal yield. 107642 - Rakesh Ranjan, Kata Sharrer, Scott Tsukuda, Christopher Good:
Effects of image data quality on a convolutional neural network trained in-tank fish detection model for recirculating aquaculture systems. 107644 - Yanling Yin, Nan Ji, Xipeng Wang, Weizheng Shen, Baisheng Dai, Shengli Kou, Chen Liang:
An investigation of fusion strategies for boosting pig cough sound recognition. 107645 - Shanshan Wang, Shanshan Yu, Wenyi Zhang, Xingsong Wang, Jie Li:
The seedling line extraction of automatic weeding machinery in paddy field. 107648 - Xiaopeng Li, Yuyun Xiang, Shuqin Li:
Combining convolutional and vision transformer structures for sheep face recognition. 107651 - Mihai Daniel Nita, Stelian Alexandru Borz:
Accuracy of a Smartphone-based freeware solution and two shape reconstruction algorithms in log volume measurements. 107653 - Fengying Dang, Dong Chen, Yuzhen Lu, Zhaojian Li:
YOLOWeeds: A novel benchmark of YOLO object detectors for multi-class weed detection in cotton production systems. 107655
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