Extraction of Olive Crown Based on UAV Visible Images and the U2-Net Deep Learning Model

Explainable identification and mapping of trees using UAV RGB image and deep learning

(2021) Masanori Onishi et al.   Scientific Reports

Forest fire fuel through the lens of remote sensing: Review of approaches, challenges and future directions in the remote sensing of biotic determinants of fire behaviour

(2021) Matthew G. Gale et al.   REMOTE SENSING OF ENVIRONMENT

A New Individual Tree Species Recognition Method Based on a Convolutional Neural Network and High-Spatial Resolution Remote Sensing Imagery

(2021) Shijie Yan et al.   Remote Sensing

Assimilation of Remote Sensing Data into Crop Growth Model for Yield Estimation: A Case Study from India

(2021) Murali Krishna Gumma et al.   Journal of the Indian Society of Remote Sensing

Measuring loblolly pine crowns with drone imagery through deep learning

(2021) Xiongwei Lou et al.   JOURNAL OF FORESTRY RESEARCH

A survey on deep learning and its applications

(2021) Shi Dong et al.   Computer Science Review

Automated tree-crown and height detection in a young forest plantation using mask region-based convolutional neural network (Mask R-CNN)

(2021) Zhenbang Hao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Data augmentation for deep learning based semantic segmentation and crop-weed classification in agricultural robotics

(2021) Daobilige Su et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Single-frame super-resolution for high resolution optical remote-sensing data products

(2021) Chao Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improved SRGAN for Remote Sensing Image Super-Resolution Across Locations and Sensors

(2020) Yingfei Xiong et al.   Remote Sensing

Forestry Remote Sensing from Unmanned Aerial Vehicles: A Review Focusing on the Data, Processing and Potentialities

(2020) Nathalie Guimarães et al.   Remote Sensing

Multispectral Mapping on 3D Models and Multi-Temporal Monitoring for Individual Characterization of Olive Trees

(2020) J. M. Jurado et al.   Remote Sensing

Extracting apple tree crown information from remote imagery using deep learning

(2020) Jintao Wu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

U2-Net: Going deeper with nested U-structure for salient object detection

(2020) Xuebin Qin et al.   PATTERN RECOGNITION

Monitoring tree-crown scale autumn leaf phenology in a temperate forest with an integration of PlanetScope and drone remote sensing observations

(2020) Shengbiao Wu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Development of Crown Ratio and Height to Crown Base Models for Masson Pine in Southern China

(2020) Yao Li et al.   Forests

CNN-Based Tree Species Classification Using High Resolution RGB Image Data from Automated UAV Observations

(2020) Sebastian Egli et al.   Remote Sensing

Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis

(2019) Matheus Pinheiro Ferreira et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tree Height Estimation of Forest Plantation in Mountainous Terrain from Bare-Earth Points Using a DoG-Coupled Radial Basis Function Neural Network

(2019) Haiqing He et al.   Remote Sensing

A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery

(2019) Lucas Prado Osco et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Identifying and Quantifying the Abundance of Economically Important Palms in Tropical Moist Forest Using UAV Imagery

(2019) Ximena Tagle Casapia et al.   Remote Sensing

AID: A Benchmark Data Set for Performance Evaluation of Aerial Scene Classification

(2017) Gui-Song Xia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Survey of Ranging and Imaging Techniques for Precision Agriculture Phenotyping

(2017) Francisco Yandun Narvaez et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Automated cropland mapping of continental Africa using Google Earth Engine cloud computing

(2017) Jun Xiong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Image Segmentation for Fruit Detection and Yield Estimation in Apple Orchards

(2017) Suchet Bargoti et al.   Journal of Field Robotics

Forestry applications of UAVs in Europe: a review

(2016) Chiara Torresan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Sensors and systems for fruit detection and localization: A review

(2015) A. Gongal et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Assessing the utility WorldView-2 imagery for tree species mapping in South African subtropical humid forest and the conservation implications: Dukuduku forest patch as case study

(2015) Moses Azong Cho et al.   International Journal of Applied Earth Observation and Geoinformation

Multi-class geospatial object detection and geographic image classification based on collection of part detectors

(2014) Gong Cheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Proteins in Olive Fruit and Oil

(2013) Cristina Montealegre et al.   CRITICAL REVIEWS IN FOOD SCIENCE AND NUTRITION

The Validation of the Mixedwood Growth Model (MGM) for Use in Forest Management Decision Making

(2013) Mike Bokalo et al.   Forests