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Computers and Electronics in Agriculture, Volume 175
Volume 175, August 2020
- Ya Xiong
, Yuanyue Ge
An obstacle separation method for robotic picking of fruits in clusters. 105397 - Abdul Waheed, Muskan Goyal, Deepak Gupta
An optimized dense convolutional neural network model for disease recognition and classification in corn leaf. 105456 - Weihuang Xu, Guohao Yu, Alina Zare
Overcoming small minirhizotron datasets using transfer learning. 105466 - Wenwu Hu, Ping Jiang, Feifei Xiao, Sheng Jin, Yahui Luo, Qiang Liu, Lixia Long, Yixin Shi:
Identifying rice seedling bands based on slope virtualization clustering. 105470 - Claudia Arcidiacono, Massimo Mancino, S. M. C. Porto:
Moving mean-based algorithm for dairy cow's oestrus detection from uniaxial-accelerometer data acquired in a free-stall barn. 105498 - Giuseppe Modica
Monitoring the vegetation vigor in heterogeneous citrus and olive orchards. A multiscale object-based approach to extract trees' crowns from UAV multispectral imagery. 105500 - Vo Hoang Trong, Gwanghyun Yu, Dang Thanh Vu, Jin-Young Kim:
Late fusion of multimodal deep neural networks for weeds classification. 105506
- Flávia Cristina Martins Queiroz Mariano, M. F. Neto, R. R. Lima, R. R. Alvarenga, P. B. Rodrigues:
AMEn Predictor: A mobile app to predict energy values of broilers feedstuffs. 105509
- Lukasz Kuta, Zhiguo Li, Roman Stopa
The influence of manual harvesting on the quality of picked apples and the Picker's muscle load. 105511 - Jaroslaw Janus
A new approach to calculating distances to parcels: A way to increase the accuracy of farm efficiency analyses and the assessment of land consolidation projects. 105512 - Júlio César Dalla Mora Esquerdo
SATVeg: A web-based tool for visualization of MODIS vegetation indices in South America. 105516 - Longhuan Du, Chenming Hu, Chaowu Yang
Investigation of a preliminary ventilation energy-recovery system for poultry houses. 105521 - Dashuai Wang
UAV environmental perception and autonomous obstacle avoidance: A deep learning and depth camera combined solution. 105523 - Li Wang, Yuhui Xu, Jin Xu:
Realization of wireless charging in intelligent greenhouse with orthogonal coil system uniform magnetic field. 105524 - Jiajing Zhang, Qin Ma, Xuelian Cui, Hao Guo, Ke Wang, Dehai Zhu:
High-throughput corn ear screening method based on two-pathway convolutional neural network. 105525 - Jihao You
Application of random forest classification to predict daily oviposition events in broiler breeders fed by precision feeding system. 105526 - Prabira Kumar Sethy
Deep feature based rice leaf disease identification using support vector machine. 105527 - Alam Noor
Automated sheep facial expression classification using deep transfer learning. 105528 - Evanthia Manthou, Sergio-Llaneza Lago
Application of spectroscopic and multispectral imaging technologies on the assessment of ready-to-eat pineapple quality: A performance evaluation study of machine learning models generated from two commercial data analytics tools. 105529 - Juan Huan, Hui Li, Mingbao Li, Bo Chen:
Prediction of dissolved oxygen in aquaculture based on gradient boosting decision tree and long short-term memory network: A study of Chang Zhou fishery demonstration base, China. 105530 - Miguel A. Ferrer
From operculum and body tail movements to different coupling of physical activity and respiratory frequency in farmed gilthead sea bream and European sea bass. Insights on aquaculture biosensing. 105531 - Karolina Golicz
Adapting smartphone app used in water testing, for soil nutrient analysis. 105532 - Muhammad K. A. Hamdan, Diane T. Rover, Matthew J. Darr, John Just:
Generalizable semi-supervised learning method to estimate mass from sparsely annotated images. 105533
- Markus Möller
PhenoWin - An R Shiny application for visualization and extraction of phenological windows in Germany. 105534
- André Silva Pinto de Aguiar
Vineyard trunk detection using deep learning - An experimental device benchmark. 105535 - Bo Jiang, Xuqiang Yin, Huaibo Song:
Single-stream long-term optical flow convolution network for action recognition of lameness dairy cow. 105536 - Supriya Jaiswal
Fuzzy inference based irrigation controller for agricultural demand side management. 105537 - Yu-Jie Wang
Onsite nutritional diagnosis of tea plants using micro near-infrared spectrometer coupled with chemometrics. 105538 - Naveen Kumar Mahanti
Application of chemometrics to identify artificial ripening in sapota (Manilkara Zapota) using visible near infrared absorbance spectra. 105539 - Jacob Rudander, Thor Husøy, Paul A. van Walree, Pål Orten:
Coherent high-speed acoustic communication inside a commercial atlantic salmon pen. 105540 - Leonardo Guevara
Headland turning algorithmization for autonomous N-trailer vehicles in agricultural scenarios. 105541 - David Argüeso, Artzai Picón, Unai Irusta
Few-Shot Learning approach for plant disease classification using images taken in the field. 105542 - Shuai Shi, Ling Yin, Shihao Liang, Haojie Zhong, Xuhong Tian, Caixing Liu, Aidong Sun, Hanxing Liu:
Research on 3D surface reconstruction and body size measurement of pigs based on multi-view RGB-D cameras. 105543 - Cristiane Coutinho Meneguzzi, Gilson Fernandes da Silva, Geraldo Regis Mauri, Adriano Ribeiro de Mendonça, Antonio Almeida De Barros Junior:
Routing model applied to forest inventory vehicles planning. 105544 - Mashud Rana
Investigating data-driven approaches to understand the interaction between water quality and physiological response of sentinel oysters in natural environment. 105545 - David Janke
On the feasibility of using open source solvers for the simulation of a turbulent air flow in a dairy barn. 105546 - Barbara Sturm
In-process investigation of the dynamics in drying behavior and quality development of hops using visual and environmental sensors combined with chemometrics. 105547 - Fabricio de Lima Weber
Recognition of Pantaneira cattle breed using computer vision and convolutional neural networks. 105548 - Chaoxin Wang, Xukun Li, Doina Caragea
Root anatomy based on root cross-section image analysis with deep learning. 105549 - Andreas Kamilaris
Transfer of manure as fertilizer from livestock farms to crop fields: The case of Catalonia. 105550 - Carlos German Sedano, César Augusto Aguirre, Guillermo A. Rondan, Armando Benito Brizuela:
Numerical simulation of spray ejection from a nozzle for herbicide application: Evaporation and binary collision models. 105551 - Nara Silveira Velloso, Ricardo Rodrigues Magalhães, Fábio Lúcio Santos, Alexandre Assis Rezende Santos:
Modal properties of coffee plants via numerical simulation. 105552 - Dian Rong, Haiyan Wang, Yibin Ying, Zhengyong Zhang
Peach variety detection using VIS-NIR spectroscopy and deep learning. 105553
- V. S. Manivasagam
Practices for upscaling crop simulation models from field scale to large regions. 105554
- André Dantas de Medeiros
IJCropSeed: An open-access tool for high-throughput analysis of crop seed radiographs. 105555
- P. Paccioretti, Mariano Córdoba
FastMapping: Software to create field maps and identify management zones in precision agriculture. 105556
- Jiating Li, Cody Oswald, George L. Graef, Yeyin Shi
Improving model robustness for soybean iron deficiency chlorosis rating by unsupervised pre-training on unmanned aircraft system derived images. 105557 - Rakesh Ranjan, Lav R. Khot
In-field crop physiology sensing aided real-time apple fruit surface temperature monitoring for sunburn prediction. 105558 - Emrullah Acar
Detection of unregistered electric distribution transformers in agricultural fields with the aid of Sentinel-1 SAR images by machine learning approaches. 105559 - Muahmmad M. A. Chaudhry, Maria Luisa Amodio, José M. Amigo, Maria L. V. de Chiara, Farahmand Babellahi, Giancarlo Colelli
Feasibility study for the surface prediction and mapping of phytonutrients in minimally processed rocket leaves (Diplotaxis tenuifolia) during storage by hyperspectral imaging. 105575 - Jing Zhou, Jianfeng Zhou, Heng Ye, Md Liakat Ali, Henry T. Nguyen, Pengyin Chen:
Classification of soybean leaf wilting due to drought stress using UAV-based imagery. 105576 - Min Yan Chia, Yuk Feng Huang
Support vector machine enhanced empirical reference evapotranspiration estimation with limited meteorological parameters. 105577 - Guillermo Rego, Francisco Ferrero
A portable IoT NIR spectroscopic system to analyze the quality of dairy farm forage. 105578 - Yi Chen, Baohua Zhang, Jun Zhou, Kai Wang:
Real-time 3D unstructured environment reconstruction utilizing VR and Kinect-based immersive teleoperation for agricultural field robots. 105579 - Chen Chen, Weixing Zhu, Maciej Oczak, Kristina Maschat, Johannes Baumgartner, Mona Lilian Vestbjerg Larsen
A computer vision approach for recognition of the engagement of pigs with different enrichment objects. 105580 - Peng Zhang
Parcel-level mapping of crops in a smallholder agricultural area: A case of central China using single-temporal VHSR imagery. 105581 - V. Giovanetti, R. Cossu, G. Molle, M. Acciaro, M. Mameli, Andrea Cabiddu
Prediction of bite number and herbage intake by an accelerometer-based system in dairy sheep exposed to different forages during short-term grazing tests. 105582 - Davoud Ashourloo, Hamid Salehi Shahrabi, Mohsen Azadbakht, Amir Moeini Rad, Hossein Aghighi, Soheil Radiom:
A novel method for automatic potato mapping using time series of Sentinel-2 images. 105583
- Chongyuan Zhang, Afef Marzougui
High-resolution satellite imagery applications in crop phenotyping: An overview. 105584
- Qi-Jin Wang, Sheng-Yu Zhang
Pest24: A large-scale very small object data set of agricultural pests for multi-target detection. 105585 - Tymoteusz Cejrowski
Buzz-based recognition of the honeybee colony circadian rhythm. 105586 - José Manuel Cadenas
Making decisions for frost prediction in agricultural crops in a soft computing framework. 105587 - Dongyan Zhang, Gao Chen, Xun Yin, Rong-Jie Hu, Chun-Yan Gu, Zhenggao Pan, Xin-Gen Zhou, Yu Chen:
Integrating spectral and image data to detect Fusarium head blight of wheat. 105588 - Sahin Aydin
Ontology-based data acquisition model development for agricultural open data platforms and implementation of OWL2MVC tool. 105589 - Taskeen Ashraf, Yasir Niaz Khan:
Weed density classification in rice crop using computer vision. 105590 - Jin Chen, Yi Lian, Yaoming Li:
Real-time grain impurity sensing for rice combine harvesters using image processing and decision-tree algorithm. 105591 - Suraj A. Yadav
Optimization of dual-polarized bistatic specular scatterometer for studying microwave scattering response and vegetation growth parameters retrieval of paddy crop using a machine learning algorithm. 105592 - Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos
Improving weeds identification with a repository of agricultural pre-trained deep neural networks. 105593
- Jakub Liu, Tomasz Suchocki
Tuning the genomic evaluation system of Holstein-Friesian cattle. 105594
- Gudina Legese Feyisa
Characterizing and mapping cropping patterns in a complex agro-ecosystem: An iterative participatory mapping procedure using machine learning algorithms and MODIS vegetation indices. 105595 - Guoming Li
Analysis of feeding and drinking behaviors of group-reared broilers via image processing. 105596 - Franco A. Molinari
Towards an integrated weed management decision support system: A simulation model for weed-crop competition and control. 105597 - Herman Mollenhorst
Field and crop specific manure application on a dairy farm based on historical data and machine learning. 105599 - Arno Liseune
Leveraging latent representations for milk yield prediction and interpolation using deep learning. 105600 - Claudia Y. Salazar-González
Carotenoid profile determination of bee pollen by advanced digital image analysis. 105601 - Gilson Augusto Helfer
A computational model for soil fertility prediction in ubiquitous agriculture. 105602 - Fengle Zhu, Mengzhu He, Zengwei Zheng:
Data augmentation using improved cDCGAN for plant vigor rating. 105603 - Borja Velázquez-Martí, Antonio Torregrosa Mira
Logistic models for distribution of straw in crops of fruit tree plots where mulch is applied. 105604 - Colin Tobin
Sensor based disease detection: A case study using accelerometers to recognize symptoms of Bovine Ephemeral Fever. 105605
- Zhao Zhang, C. Igathinathane, J. Li, Haiyan Cen, Y. Lu, Joao Paulo Flores:
Technology progress in mechanical harvest of fresh market apples. 105606
- Kanvisit Maraphum
In-field measurement of starch content of cassava tubers using handheld vis-near infrared spectroscopy implemented for breeding programmes. 105607 - Pengfei Guo, Delu Zeng, Yunbo Tian, Shuangyin Liu, Hantao Liu, Daoliang Li:
Multi-scale enhancement fusion for underwater sea cucumber images based on human visual system modelling. 105608 - Darren S. Seidel, Tyler C. Field, Allan P. Schinckel, Carol Sallman Stwalley, Robert Merton Stwalley III:
Effects of temperature probe orientation on the Purdue hog cooling pad data acquisition. 105609 - Li Liu
Assessment of generalized allometric models for aboveground biomass estimation: A case study in Australia. 105610 - Deqiang Zhou, Yunlei Fan, Ganran Deng, Fengguang He, Meili Wang:
A new design of sugarcane seed cutting systems based on machine vision. 105611
- Pramod Aggarwal, Paresh Shirsath, Shalika Vyas
Application note: Crop-loss assessment monitor - A multi-model and multi-stage decision support system. 105619
- Wan-Soo Kim
Path detection for autonomous traveling in orchards using patch-based CNN. 105620
- Huajian Liu
Hyperspectral imaging and 3D technologies for plant phenotyping: From satellite to close-range sensing. 105621
- Zhong Tang, Biao Zhang, Xin Liu, Hui Ren, Xiyao Li, Yaoming Li:
Structural model and bundling capacity of crawler picking and baling machine for straw wasted in field. 105622 - Tanzeel U. Rehman
Automated leaf movement tracking in time-lapse imaging for plant phenotyping. 105623 - Krishna P. Paudel, Ashok K. Mishra, Mahesh Pandit, Sherry Larkin
Modeling multiple reasons for adopting precision technologies: Evidence from U.S. cotton producers. 105625
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