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ORCIDComputers and Electronics in Agriculture, Volume 206
Volume 206, March 2023
- Hongfei Zhu, Lianhe Yang, Zhongzhi Han:
Quantitative aflatoxin B1 detection and mining key wavelengths based on deep learning and hyperspectral imaging in subpixel level. 107561 - Danyan Chen, Junhua Zhang, Zhangtong Sun, Zhongxiong Zhang, Jin Hu:
Multi-objective optimal regulation model and system based on whole plant photosynthesis and light use efficiency of lettuce. 107617 - Hendrik de Villiers
, Gerwoud Otten, Aneesh Chauhan, Lydia Meesters:
Autoencoder-based 3D representation learning for industrial seedling abnormality detection. 107619
- Xu Ren, Bo Huang, Hesheng Yin:
A review of the large-scale application of autonomous mobility of agricultural platform. 107628
- Yu Tang, Yiqing Fu, Qiwei Guo, Huasheng Huang, Zhiping Tan, Shaoming Luo:
Numerical simulation of the spatial and temporal distributions of the downwash airflow and spray field of a co-axial eight-rotor plant protection UAV in hover. 107634 - Jie Ma, Ange Lu, Chen Chen, Xiandong Ma, Qiucheng Ma:
YOLOv5-lotus an efficient object detection method for lotus seedpod in a natural environment. 107635 - Ling Du, Zhaocheng Lu, Daoliang Li:
A novel automatic detection method for breeding behavior of broodstock based on improved YOLOv5. 107639 - Ruo-chen Li, Changkai Wen, Shu-yan Li, Rui Li, Hong-yu Pu, Yu Jiang, Zhenghe Song:
Quality prediction of tractor rotary tillage based on BiConvLSTM with self-attention. 107643 - Radhwane Derraz, Farrah Melissa Muharam, Noraini Ahmad Jaafar, Keng-Yap Ng:
Trigonometric-Euclidean-Smoother Interpolator (TESI) for continuous time-series and non-time-series data augmentation for deep neural network applications in agriculture. 107646 - Liang Wang, Reza Arablouei, Flavio A. P. Alvarenga, Gregory Bishop-Hurley:
Classifying animal behavior from accelerometry data via recurrent neural networks. 107647 - Murali Padmanabha, Alexander Kobelski, Arne-Jens Hempel, Stefan Streif:
Modelling and optimal control of growth, energy, and resource dynamics of Hermetia illucens in mass production environment. 107649 - Aijing Feng, Chin Nee Vong, Jing Zhou, Lance S. Conway, Jianfeng Zhou, Earl Vories, Kenneth A. Sudduth, Newell R. Kitchen:
Developing an image processing pipeline to improve the position accuracy of single UAV images. 107650 - Heli Li, Guijun Yang, Huiling Long, Haikuan Feng, Bo Xu, Chunjiang Zhao:
Estimating characteristic coefficient of vertical leaf nitrogen profile within wheat canopy from spectral reflectance. 107652 - Swathi Sirisha Nallan Chakravartula, Andrea Bandiera, Marco Nardella, Giacomo Bedini, Pietro Ibba, Riccardo Massantini, Roberto Moscetti:
Computer vision-based smart monitoring and control system for food drying: A study on carrot slices. 107654 - Panpan Shen, Xiaodan Ma, Haiou Guan, Tao Zhang:
Calculation method of wilting index based on fractal dimension of multispectral images for the soybean canopy. 107656 - Wenxuan Huang, Yan Huo, Shaochen Yang, Mingjia Liu, Han Li, Man Zhang:
Detection of Laodelphax striatellus (small brown planthopper) based on improved YOLOv5. 107657 - Yatao Li, Shunkai Wu, Leiying He, Junhua Tong, Runmao Zhao, Jiangming Jia, Jianneng Chen, Chuanyu Wu:
Development and field evaluation of a robotic harvesting system for plucking high-quality tea. 107659 - Jia Li, Bo Zhao, Jincan Wu, Shuaiyang Zhang, Fei-Yue Wang, Chengxu Lv:
MBNet: A multi-branch network for detecting the appearance of Korla pears. 107660
- Katsumi Ohyama, Jun Fujioka, Takahiko Sato, Takafumi Matsuo:
System for determining the job status of individual laborers in a large-scale greenhouse. 107661
- Lei Shen, Jinya Su, Runtian He, Lijie Song, Rong Huang, Yulin Fang, Yuyang Song, Baofeng Su:
Real-time tracking and counting of grape clusters in the field based on channel pruning with YOLOv5s. 107662 - Dilli R. Paudel, Allard de Wit, Hendrik Boogaard, Diego Marcos, Sjoukje A. Osinga, Ioannis N. Athanasiadis:
Interpretability of deep learning models for crop yield forecasting. 107663 - Xuechen Zhang, Zhengmin Wu, Chengmao Cao, Kun Luo, Kuan Qin, Yangyang Huang, Jie Cao:
Design and operation of a deep-learning-based fresh tea-leaf sorting robot. 107664 - Cheng-Ying Chou, Shan-Cheng Chang, Zi-Ping Zhong, Ming-Chi Guo, Ming-Hsien Hsieh, Jui-Chu Peng, Ling-Chieh Tai, Ping-Liang Chung, Jen-Cheng Wang, Joe-Air Jiang:
Development of AIoT System for facility asparagus cultivation. 107665 - Wei Shi, Baisheng Dai, Weizheng Shen, Yukun Sun, Kaixuan Zhao, Yonggen Zhang:
Automatic estimation of dairy cow body condition score based on attention-guided 3D point cloud feature extraction. 107666 - Chong He, Yongliang Qiao, Rui Mao, Mei Li, Meili Wang:
Enhanced LiteHRNet based sheep weight estimation using RGB-D images. 107667 - Matheus Vieira da Silva, Leandro H. F. P. Silva, Jocival Dantas Dias Junior, Maurício Cunha Escarpinati, André Ricardo Backes, João Fernando Mari:
Generating synthetic multispectral images using neural style transfer: A study with application in channel alignment. 107668 - Jiating Li, Nuwan Wijewardane, Yufeng Ge, Yeyin Shi:
Improved chlorophyll and water content estimations at leaf level with a hybrid radiative transfer and machine learning model. 107669 - Youqiang Ding, Li Yang, Xiantao He, Tao Cui, Bing Qi, Wenyi Zhang, Chunji Xie, Zhaohui Du, Yuhuan Li, Dongxing Zhang:
Development and performance evaluation of an automatic section control system for corn precision planters. 107670 - Jie Zhang, Xia Jing, Xiaoyu Song, Teng Zhang, Weina Duan, Jing Su:
Hyperspectral estimation of wheat stripe rust using fractional order differential equations and Gaussian process methods. 107671 - Peng Pan, Zhiming Qi, Anita Koehn, April B. Leytem, Dave Bjorneberg, Liwang Ma:
Modification of the RZWQM2-P model to simulate labile and total phosphorus in an irrigated and manure-amended cropland soil. 107672 - Pei Leng, Zhe Yang, Qiu-Yu Yan, Guofei Shang, Xia Zhang, Xiao-Jing Han, Zhao-Liang Li:
A framework for estimating all-weather fine resolution soil moisture from the integration of physics-based and machine learning-based algorithms. 107673 - André Cascalho Andrade, Luan Oliveira da Silva, Victor Ferreira Souza, Luana Marta de Almeida Rufino, Tadeu Eder da Silva, Adam Dreyton Ferreira dos Santos, Diego de Azevedo Gomes, João Paulo Pacheco Rodrigues:
Identifying pregnancy in cows using ovarian ultrasound images and convolutional neural networks - a proof-of-concept study. 107674 - Jinhai Wang, Zongyin Zhang, Lufeng Luo, Huiling Wei, Wei Wang, Mingyou Chen, Shaoming Luo:
DualSeg: Fusing transformer and CNN structure for image segmentation in complex vineyard environment. 107682 - Shun-Ying Wang, Ya'nan Zhou, Yang Xianzeng, Feng Li, Tianjun Wu, Jiancheng Luo:
BSNet: Boundary-semantic-fusion network for farmland parcel mapping in high-resolution satellite images. 107683 - Bingquan Chu, Chengfeng Li, Shiyu Wang, Weiyi Jin, Xiaoli Li, Guanghua He, Gongnian Xiao:
Nondestructive determination and visualization of protein and carbohydrate concentration of Chlorella pyrenoidosa in situ using hyperspectral imaging technique. 107684
- Yaowu Wang, Sander Mücher, Wensheng Wang, Leifeng Guo, Lammert Kooistra:
A review of three-dimensional computer vision used in precision livestock farming for cattle growth management. 107687
- Mathieu Gaillard, Bedrich Benes, Michael C. Tross, James C. Schnable:
Multi-view triangulation without correspondences. 107688 - Ruikai Hong, Bin Xiao, He Yan, Jiamin Liu, Pu Liu, Zhihua Song:
Multitemporal greenhouse mapping for high-resolution remote sensing imagery based on an improved YOLOX. 107689 - Hongxing Peng, Jingrun Zhong, Huanai Liu, Jing Li, Muwu Yao, Xin Zhang:
ResDense-focal-DeepLabV3+ enabled litchi branch semantic segmentation for robotic harvesting. 107691 - Wencheng Li, Chenyang Li, Xiaomao Huang, Yaozong Zhu, Wenyun Wang:
Operation quality control of rapeseed strip aerial seeding system via under-constrained seeding technique. 107693 - Yin Ye, Qiangqiang Huang, Yi Rong, Xiaohan Yu, Weiji Liang, Yaxiong Chen, Shengwu Xiong:
Field detection of small pests through stochastic gradient descent with genetic algorithm. 107694
- Shaojin Ma, Yongyu Li, Yankun Peng:
Spectroscopy and computer vision techniques for noninvasive analysis of legumes: A review. 107695
- Yuanyang Cao, Jian Chen, Zichao Zhang:
A sheep dynamic counting scheme based on the fusion between an improved-sparrow-search YOLOv5x-ECA model and few-shot deepsort algorithm. 107696 - Haoran Wang, Tingxian Guo, Zhenyu Wang, Jianhua Xiao, Li Gao, Xiang Gao, Hongbin Wang:
PreCowKetosis: A Shiny web application for predicting the risk of ketosis in dairy cows using prenatal indicators. 107697
- Nitin Rai, Yu Zhang, Billy G. Ram, Leon Schumacher, Ravi K. Yellavajjala, Sreekala G. Bajwa, Xin Sun:
Applications of deep learning in precision weed management: A review. 107698
- Zhenni He, Yidan Bao, Qing Yu, Pingbo Lu, Yong He, Yufei Liu:
Dynamic path planning method for headland turning of unmanned agricultural vehicles. 107699 - Qinghua Yang, Xiaoqiang Du, Zhiheng Wang, Zhichao Meng, Zenghong Ma, Qin Zhang:
A review of core agricultural robot technologies for crop productions. 107701 - Yingchao Zhang, Hong Duan, Yuanjie Liu, Yanbin Li, Jianhan Lin:
Converge of coordinate attention boosted YOLOv5 model and quantum dot labeled fluorescent biosensing for rapid detection of the poultry disease. 107702 - Suiyan Tan, Henghui Lu, Jie Yu, Maoyang Lan, Xihong Hu, Huiwen Zheng, Yingtong Peng, Yuwei Wang, Zehua Li, Long Qi, Xu Ma:
In-field rice panicles detection and growth stages recognition based on RiceRes2Net. 107704 - Jie Wang, Pengxin Wang, Huiren Tian, Kevin Tansey, Junming Liu, Wenting Quan:
A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables. 107705 - Shang Chen, Xiangjun Zou, Xinzhao Zhou, Yang Xiang, Mingliang Wu:
Study on fusion clustering and improved YOLOv5 algorithm based on multiple occlusion of Camellia oleifera fruit. 107706
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