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Computers and Electronics in Agriculture, Volume 217
Volume 217, 2024
- Chrisbin James
, Daniel Smith, Weigao He, Shekhar S. Chandra
GrainPointNet: A deep-learning framework for non-invasive sorghum panicle grain count phenotyping. 108485 - Jiaxin Qian, Jie Yang, Weidong Sun, Lingli Zhao, Lei Shi, Chaoya Dang:
Evaluation and improvement of temporal robustness and transfer performance of surface soil moisture estimated by machine learning regression algorithms. 108518 - Franck Bruno Tonle Noumbo
A road map for developing novel decision support system (DSS) for disseminating integrated pest management (IPM) technologies. 108526 - Zhikai Li, Xiaoling Deng, Yubin Lan, Cunjia Liu, Jiajun Qing:
Fruit tree canopy segmentation from UAV orthophoto maps based on a lightweight improved U-Net. 108538 - Carlos Quirós, Kauê de Sousa
ClimMob: Software to support experimental citizen science in agriculture. 108539 - Guangshun An, Zhidong Zhong, Shuang Yang, Liangliang Yang, Chengqian Jin, Juan Du, Xiang Yin:
EASS: An automatic steering system for agricultural wheeled vehicles using fuzzy control. 108544 - Zhengjun Qiu, Yongliang Bian, Fanyue Wang, Ting Huang, Zhiping Wang:
A novel method for detection of internal quality of walnut kernels using low-field magnetic resonance imaging. 108546 - Xin Jin, Zhuo Chen, Bo Zhao, Mengnan Liu, Mingyong Li, Zhenxiang Li, Jiangtao Ji
Design and experiment of high-speed and precise positioning seeding control system for rice seedlings based on dual-position feedback adjustment (DPFA). 108548 - Bin Zhang, Deqin Xiao, Junbin Liu, Senpeng Huang, Yigui Huang, Tanyu Lin:
Pig eye area temperature extraction algorithm based on registered images. 108549 - Sha Yang
Efficient prediction of SOC and aggregate OC components by continuous wavelet transform spectra under different feature selection methods. 108550 - M. San Nicolas, A. Villate, I. Alvarez-Mora, M. Olivares, O. Aizpurua-Olaizola
NIR-hyperspectral imaging and machine learning for non-invasive chemotype classification in Cannabis sativa L. 108551 - Zhen Liu, Heng Du, Feng-Dan Lao, Zhen-Cai Shen, Yi-Hang Lv, Lei Zhou, Li Jiang, Jianfeng Liu:
PIMFP: An accurate tool for the prediction of intramuscular fat percentage in live pigs using ultrasound images based on deep learning. 108552 - Fengle Zhu, Xin Qiao, Yuqian Zhang, Jiandong Jiang:
Analysis and mitigation of illumination influences on canopy close-range hyperspectral imaging for the in situ detection of chlorophyll distribution of basil crops. 108553 - Zhiqin Zhang, Jiacheng Rong, Zhongxian Qi, Yan Yang, Xiajun Zheng, Jin Gao
A multi-species pest recognition and counting method based on a density map in the greenhouse. 108554 - Francisco Javier Gomez-Gil
Vibration-based monitoring of agro-industrial machinery using a k-Nearest Neighbors (kNN) classifier with a Harmony Search (HS) frequency selector algorithm. 108556 - Ramsha Shahid, Waqar S. Qureshi, Umar Shahbaz Khan, Arslan Munir
Aerial imagery-based tobacco plant counting framework for efficient crop emergence estimation. 108557 - Shengli Xu, Rahul Rai:
Vision-based autonomous navigation stack for tractors operating in peach orchards. 108558 - Bin Xiao, Sunzhe Li, Shiqing Dou, Hongchang He, Bolin Fu
Comparison of leaf chlorophyll content retrieval performance of citrus using FOD and CWT methods with field-based full-spectrum hyperspectral reflectance data. 108559 - Simon Bilik
Machine learning and computer vision techniques in continuous beehive monitoring applications: A survey. 108560 - Hao Li, Weiliang Ju, Yamei Song, Yongyan Cao, Wei Yang, Minzan Li:
Soil organic matter content prediction based on two-branch convolutional neural network combining image and spectral features. 108561 - Yinjiang Jia, Kang Fu, Hao Lan, Xiru Wang, Zhongbin Su:
Maize tassel detection with CA-YOLO for UAV images in complex field environments. 108562 - Pengfei Zhao
Investigation of seeding performance of a novel high-speed precision seed metering device based on numerical simulation and high-speed camera. 108563 - Pan Gao
IPECM Platform: An open-source software for greenhouse environment regulation using machine learning and optimization algorithm. 108564 - Lei Wang, Qingxi Liao, Rijing Xi, Xiaoran Li, Yitao Liao:
Influence of an equal width polygon groove-tooth wheel on feeding performance of the seed feeding device for wheat. 108565 - Weiliang Wen
Accurate and semantic 3D reconstruction of maize leaves. 108566 - Shulun Xing, Tao Cui, Dongxing Zhang, Li Yang, Xiantao He, Zhiguo Wang, Jiaqi Dong, Chuan Li, Yeyuan Jiang, Maosheng Jing:
Design and experiment of the simulated electronic corn ear based on UWB/IMU technology. 108567 - Hao Wang, Zhifeng Ma, Yaxin Ren, Siqi Du, Hao Lu, Yehua Shang, Shupeng Hu, Guangqiang Zhang, Zhijun Meng, Changkai Wen, Weiqiang Fu:
Interactive image segmentation based field boundary perception method and software for autonomous agricultural machinery path planning. 108568 - Long Jiao, Xiao Luo, Lingyan Zha, Hua Bao, Jingjin Zhang, Xiaokun Gu
Machine learning assisted water management strategy on a self-sustaining seawater desalination and vegetable cultivation platform. 108569 - Long Ta Bui, Phong Hoang Nguyen
Assessing impacts on rice production and quantifying economic cost losses with PM2.5-based damage - A case of the Long Xuyen Quadrangle, Vietnam Mekong Delta. 108570 - Yiting Xie, Darren Plett
Hyperspectral imaging detects biological stress of wheat for early diagnosis of crown rot disease. 108571 - Rodrigo García
A meta-learning approach in a cattle weight identification system for anomaly detection. 108572 - Shogo Higaki
Leveraging computer vision-based pose estimation technique in dairy cows for objective mobility analysis and scoring system. 108573 - Tian-Hu Liu, Yan Zheng, Jia-Shang Lai, Yi-Feng Cheng, Si-Yuan Chen, Bao-Feng Mai, Ying Liu, Jia-Yi Li, Zhong Xue:
Extracting visual navigation line between pineapple field rows based on an enhanced YOLOv5. 108574 - Roy J. McCormick
Dynamics of weed growth in an apple orchard tree strip. 108575 - Juan Manuel López-Correa, Hugo Moreno
Towards a true conservation zero tillage system: "A proposed solution based on computer vision to herbicide resistance.". 108576 - Luyu Shuai, Zhiyong Li, Ziao Chen
A research review on deep learning combined with hyperspectral Imaging in multiscale agricultural sensing. 108577 - Jan Lorenz Svensen, Xiaodong Cheng, Sjoerd Boersma, Cong Cong Sun
Chance-constrained stochastic MPC of greenhouse production systems with parametric uncertainty. 108578 - Maryam Nadafzadeh, Ahmad Banakar
Design, fabrication and evaluation of a robot for plant nutrient monitoring in greenhouse (case study: Iron nutrient in spinach). 108579 - Jichun Wang
Robust multiple obstacle tracking method based on depth aware OCSORT for agricultural robots. 108580 - Rajitha de Silva
Vision based crop row navigation under varying field conditions in arable fields. 108581 - Sarbajit Paul
Consequent pole flux modulated linear actuator under winding chang and field oriented control driving conditions for long track and multi-track agricultural robot. 108582 - Tian Zhang, Dongfang Zhao
DeepSORT with siamese convolution autoencoder embedded for honey peach young fruit multiple object tracking. 108583 - Mairead Campbell
A computer vision approach to monitor activity in commercial broiler chickens using trajectory-based clustering analysis. 108591 - Wei Zhou
A fast and data-efficient deep learning framework for multi-class fruit blossom detection. 108592 - Zinuo Wang, Kai Tao, Jin Yuan
Design and experiment on mechanized batch harvesting of Shiitake mushrooms. 108593 - Elie Najm, Marie-Laure Mugnier
Integrating data and knowledge to support the selection of service plant species in agroecology. 108594 - Hugo M. Oliveira
An autonomous Internet of Things spectral sensing system for in-situ optical monitoring of grape ripening: design, characterization, and operation. 108599 - Weiran Li
TFMFT: Transformer-based multiple fish tracking. 108600 - Qin Zhang
Opinion: Agricultural cybernetics, what it is, why needs it and what needs to do. 108601 - Xinxing Li, Lu Zhang, Xiangyu Wang, Buwen Liang
Forecasting greenhouse air and soil temperatures: A multi-step time series approach employing attention-based LSTM network. 108602 - Xinjie Tan, Chengcheng Yin, Xiaoxin Li, Mingrui Cai, Weihao Chen, Zhen Liu, Junshu Wang, Yuxing Han:
SY-Track: A tracking tool for measuring chicken flock activity level. 108603 - Xiongjiang Cai, Yun Zhu, Shuwen Liu, Zhiyue Yu, Youyun Xu:
FastSegFormer: A knowledge distillation-based method for real-time semantic segmentation of surface defects in navel oranges. 108604 - Can Li, Jiaquan Lin, Zhao Li, Chaodong Mai, Runpeng Jiang, Jun Li
An efficient detection method for litchi fruits in a natural environment based on improved YOLOv7-Litchi. 108605 - Shun Yao, Jiaming Zhang, Jiangming Kan, Ruifang Dong:
A novel forestry information-collecting mobile system. 108606 - Shunshun Sui, Ming Li, Zanpeng Li, Yonghao Zhao, Chunying Wang, Wensheng Du, Xiang Li, Ping Liu:
A comb-type end-effector for inflorescence thinning of table grapes. 108607 - Jiankang Yang, Zhiqiang Zhai, Yulin Li, Hongwei Duan, Fengjie Cai, Jidong Lv, Ruoyu Zhang:
Design and research of residual film pollution monitoring system based on UAV. 108608 - Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen:
Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy. 108609 - Haitao Xiong, Ying Xiao, Haiping Zhao, Kui Xuan, Yao Zhao, Juan Li
AD-YOLOv5: An object detection approach for key parts of sika deer based on deep learning. 108610 - Weiyun Hua, Paul H. Heinemann, Long He:
Canopy protection cyber-physical system (CPCPS) for smart agricultural management of frost damage in apple orchards. 108611 - Jiqing Chen, Aoqiang Ma, Lixiang Huang, Hongwei Li, Huiyao Zhang, Yang Huang, Tongtong Zhu:
Efficient and lightweight grape and picking point synchronous detection model based on key point detection. 108612 - Yasmeen Hitti
GrowSpace: A reinforcement learning environment for plant architecture. 108613 - Xi Tian, Jie Yao, Huishan Yu, Wenchao Wang, Wenqian Huang:
Early contamination warning of Aflatoxin B1 in stored maize based on the dynamic change of catalase activity and data fusion of hyperspectral images. 108615 - Sina Sadeghfam
Mapping cultivation potential index of rainfed wheat from climatic perspective using Shannon entropy catastrophe scheme. 108616 - Muhib Ullah
Quantifying consistency of crop establishment using a lightweight U-Net deep learning architecture and image processing techniques. 108617 - Pratishtha Poudel, Phillip D. Alderman
A parsimonious Bayesian crop growth model for water-limited winter wheat. 108618 - Yuanyang Mao
Weed density evaluation using KCCA-CFBLS based on fusion of visual and tactile features in special paddy field environment. 108619 - Junxiong Liang, Kai Huang, Huan Lei, Zhenyu Zhong, Yingjie Cai, Zeyu Jiao:
Occlusion-aware fruit segmentation in complex natural environments under shape prior. 108620 - Changqing Gao, Hanhui Jiang, Xiaojuan Liu, Haihong Li, Zhenchao Wu, Xiaoming Sun, Leilei He, Wulan Mao, Yaqoob Majeed, Rui Li, Longsheng Fu
Improved binocular localization of kiwifruit in orchard based on fruit and calyx detection using YOLOv5x for robotic picking. 108621 - Guy R. Y. Coleman, Matthew Kutugata, Michael J. Walsh
Multi-growth stage plant recognition: A case study of Palmer amaranth (Amaranthus palmeri) in cotton (Gossypium hirsutum). 108622 - Biao Yang
FRPNet: An improved Faster-ResNet with PASPP for real-time semantic segmentation in the unstructured field scene. 108623 - Yulin Zhang
Why make inverse modeling and which methods to use in agriculture? A review. 108624 - Yuan Gao
OrangeStereo: A navel orange stereo matching network for 3D surface reconstruction. 108626 - Liang Zhong, Xi Guo
SHAP values accurately explain the difference in modeling accuracy of convolution neural network between soil full-spectrum and feature-spectrum. 108627 - Rui Ma, Nannan Zhang
Cotton Verticillium wilt monitoring based on UAV multispectral-visible multi-source feature fusion. 108628 - Jing Zhang
Neural radiance fields for multi-scale constraint-free 3D reconstruction and rendering in orchard scenes. 108629 - Wenxia Bao, Chengpei Huang, Gensheng Hu
Detection of Fusarium head blight in wheat using UAV remote sensing based on parallel channel space attention. 108630 - Jian Liu, Shihui Yu, Xuemei Liu
A novel optical shadow edge imaging method based fast in-situ measuring portable device for droplet deposition. 108632 - Shuo Kang
Maturity identification and category determination method of broccoli based on semantic segmentation models. 108633 - Leng Han
Development of an energy-saving PWM driving method for precision pesticide application using adjustable frequency and characterization of spray. 108634 - Weixin Zhai, Xiya Xiong, Guozhao Mo, Yuzhen Xiao
A Bagging-SVM field-road trajectory classification model based on feature enhancement. 108635 - Qilong Wang, Yilin Ren, Haojie Wang, Jiansong Wang, Yang Yang, Qiangqiang Zhang, Guangsheng Zhou:
Wind-induced response of rapeseed seedling stage and lodging prediction based on UAV imagery and machine learning methods. 108637 - Gregory Conde
Adaptive and predictive decision support system for irrigation scheduling: An approach integrating humans in the control loop. 108640 - Sibiao Li
Biomechanical properties and discrete element modeling of PSR stalks during silage harvest. 108644 - Xiongye Zhang, Siyao Yu
Study on rotary tillage cutting simulations and energy consumption predictions of sandy ground soil in a Xinjiang cotton field. 108646 - Junhua Chen, Dan Zhao, Zhaoju Zheng, Cong Xu, Yong Pang, Yuan Zeng:
A clustering-based automatic registration of UAV and terrestrial LiDAR forest point clouds. 108648 - Hui Shi, Dongyuan Shi, Shengjie Wang, Wei Li, Haojun Wen, Hongtao Deng:
Crop plant automatic detecting based on in-field images by lightweight DFU-Net model. 108649 - Tan-Hanh Pham
Deep-learning framework for optimal selection of soil sampling sites. 108650 - Huizi Bai
Evaluation of wheat yield in North China Plain under extreme climate by coupling crop model with machine learning. 108651 - Fermín Morales
New instrumentation in grapevine research: A dual respiration prototype for grape berries and whole bunch. The grape CO2/O2 respiratory quotient revisited. 108659 - Ruoqi Yang, Yaochao Yan, Zhiheng Wei, Fan Wang, Guangfu Yang:
Pesti-DGI-Net: A multi-modal deep learning architecture based on dual interpretability for pesticide-likeness prediction. 108660 - Niwen Li, Langning Huo
Using only the red-edge bands is sufficient to detect tree stress: A case study on the early detection of PWD using hyperspectral drone images. 108665 - Cheng Kong, Lili Ren, Tao Zhang, Youhong Sun, Zhiyong Chang:
Rapid identification of pesticides in soil by bionic sniffing sensing system with unknown category detection function. 108667
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