Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN

Olive tree growing is an important economic activity in many countries, mostly in the Mediterranean Basin, Argentina, Chile, Australia, and California. Although recent intensification techniques organize olive groves in hedgerows, most olive groves are rainfed and the trees are scattered (as in Spai...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Safonova, Anastasiia, Guirado Hernández, Emilio, Maglinets, Yuriy, Alcaraz Segura, Domingo, Tabik, Siham
Format:	info:eu-repo/semantics/article
Język:	English
Wydane:	MDPI 2021
Hasła przedmiotowe:	instance segmentation machine learning deep neural networks olive trees ultra-high resolution images
Dostęp online:	http://hdl.handle.net/10835/11991 https://doi.org/10.3390/s21051617

Podobne zapisy

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors
od: Guirado Hernández, Emilio, i wsp.
Wydane: (2021)

Unraveling Segmentation Quality of Remotely Sensed Images on Plastic-Covered Greenhouses: A Rigorous Experimental Analysis from Supervised Evaluation Metrics
od: Senel, Gizem, i wsp.
Wydane: (2023)

Global Vaccine Hesitancy Segmentation: A Cross-European Approach
od: Recio-Román, Almudena, i wsp.
Wydane: (2021)

New strategies for finding multiplicative decompositions of probability trees
od: Martínez, Irene, i wsp.
Wydane: (2017)

Assessing the Orange Tree Crown Volumes Using Google Maps as a Low-Cost Photogrammetric Alternative
od: Marín Buzón, Carmen, i wsp.
Wydane: (2020)

Tree Cover Estimation in Global Drylands from Space Using Deep Learning
od: Guirado Hernández, Emilio, i wsp.
Wydane: (2020)

Dynamic Importance Sampling in Bayesian Networks Based on Probability Trees
od: Moral, Serafín, i wsp.
Wydane: (2017)

Evaluation of the emotional education program “happy 8-12” for the assertive resolution of conflicts among peers
od: Filella, Gemma, i wsp.
Wydane: (2017)

Object-Based Greenhouse Mapping Using Very High Resolution Satellite Data and Landsat 8 Time Series
od: Aguilar Torres, Manuel Ángel, i wsp.
Wydane: (2020)

Streamlining Traceability Data Generation in Apple Production Using Integral Management with Machine-to-Machine Connections
od: Xie, Jing, i wsp.
Wydane: (2022)

AssesSeg—A Command Line Tool to Quantify Image Segmentation Quality: A Test Carried Out in Southern Spain from Satellite Imagery
od: Novelli, Antonio, i wsp.
Wydane: (2020)

Segmentado el mercado de servicios en función del compromiso de los consumidores
od: Iniesta Bonillo, María Angeles, i wsp.
Wydane: (2024)

Fast factorisation of probabilistic potentials and its application to approximate inference in Bayesian networks
od: Cano, Andrés, i wsp.
Wydane: (2017)

Proyección espacial de la demanda en la Empresa Regional Centrosur C.A, mediante métodos heurísticos
od: Montalvan Delgado, Joel Alejandro, i wsp.
Wydane: (2019)

Diagnosis of Subclinical Keratoconus Based on Machine Learning Techniques
od: Castro De Luna, Gracia María, i wsp.
Wydane: (2021)

Caracterizando a los consumidores en los mercados de consumo de alta frecuencia
od: Gázquez Abad, Juan Carlos, i wsp.
Wydane: (2024)

Homicide Profiles Based on Crime Scene and Victim Characteristics
od: Pecino Latorre, María del Mar, i wsp.
Wydane: (2020)

Remote Sensing-Based Monitoring of Postfire Recovery of Persistent Shrubs: The Case of Juniperus communis in Sierra Nevada (Spain)
od: Blanco-Sacristán, Javier, i wsp.
Wydane: (2023)

Bayesian networks for evaluating Climate Change influence in olive crops in Andalusia, Spain.
od: Fernández Ropero, Rosa María, i wsp.
Wydane: (2024)

Practices of deep-frying processes among food handlers in social food services in Navarra, Spain
od: Garayoa, M.R. (Mª Roncesvalles), i wsp.
Wydane: (2022)

Teaching in physical education: socialization, play and emotions.
od: Molina, Fidel
Wydane: (2012)

Estimating Customer Potential Value using panel data of a Spanish bank
od: Estrella Ramón, Antonia María, i wsp.
Wydane: (2023)

Computer Vision and Deep Learning based road monitoring towards a Connected, Cooperative and Automated Mobility
od: Iparraguirre-Gil, O. (Olatz), i wsp.
Wydane: (2022)

A Deep Learning Model of Radio Wave Propagation for Precision Agriculture and Sensor System in Greenhouses
od: Cama-Pinto, Dora, i wsp.
Wydane: (2023)

Estrategias para el estudio de plaguicidas específicos y sus metabolitos mediante espectrometría de masas de alta resolución
od: López Ruiz, Rosalía
Wydane: (2021)

Evaluation of the Effect of Dolomitic Lime Application on Pastures—Case Study in the Montado Mediterranean Ecosystem
od: Serrano, João, i wsp.
Wydane: (2020)

Effects of dexmedetomidine on subthalamic local field potentials in parkinson's disease
od: Martinez-Simon, A. (Antonio), i wsp.
Wydane: (2022)

On the Prospective Use of Deep Learning Systems for Earthquake Forecasting over Schumann Resonances Signals
od: Cano Domingo, Carlos, i wsp.
Wydane: (2022)

Probabilistic Models with Deep Neural Networks
od: Masegosa Arredondo, Andrés Ramón, i wsp.
Wydane: (2021)

La biodiversidad urbana como síntoma de una ciudad sostenible. Estudio de la zona del Yanuncay en Cuenca, Ecuador
od: Cordero, Paula, i wsp.
Wydane: (2015)

In-Field Estimation of Orange Number and Size by 3D Laser Scanning
od: Méndez, Valeriano, i wsp.
Wydane: (2020)

Downscaling precipitation and temperature in the Andes: applied methods and performance—a systematic review protocol
od: Crespo Sanchez, Patricio Javier, i wsp.
Wydane: (2024)

Diffeomorphic transformations for time series analysis: An efficient approach to nonlinear warping.
od: Martínez Lopez, I. (Iñigo), i wsp.
Wydane: (2023)

It's a Grand Night for Singing
od: Lallier, Janette

Use of syllabic logograms to help dislexic readers of English visualize abstract words as pictures
od: Sáez Rodríguez, Alberto
Wydane: (2011)

Object-Based Greenhouse Horticultural Crop Identification from Multi-Temporal Satellite Imagery: A Case Study in Almeria, Spain
od: Aguilar Torres, Manuel Ángel, i wsp.
Wydane: (2020)

A Comparison of Machine-Learning Methods to Select Socioeconomic Indicators in Cultural Landscapes
od: Maldonado González, Ana Devaki, i wsp.
Wydane: (2020)

Consultas espaciales en entornos dinámicos.
od: García Berenguel, Martín
Wydane: (2012)

The book of trees /
od: 1907-1992. Grimm, William Carey
Wydane: (1962)

Un nuevo enfoque de modelado y control para la regulación del pH en fotobiorreactores raceway
od: Caparroz, Malena
Wydane: (2023)