Towards Amazon Forest Restoration: Automatic Detection of Species from UAV Imagery

Parametric study of convolutional neural network based remote sensing image classification

(2021) Achala Shakya et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Using U-Net-Like Deep Convolutional Neural Networks for Precise Tree Recognition in Very High Resolution RGB (Red, Green, Blue) Satellite Images

(2021) Kirill A. Korznikov et al.   Forests

Cascade Object Detection and Remote Sensing Object Detection Method Based on Trainable Activation Function

(2021) S. N. Shivappriya et al.   Remote Sensing

Estimating Forest Structure from UAV-Mounted LiDAR Point Cloud Using Machine Learning

(2021) Romain Neuville et al.   Remote Sensing

Review on Convolutional Neural Networks (CNN) in vegetation remote sensing

(2021) Teja Kattenborn et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images

(2021) Juepeng Zheng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

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

(2021) Anastasiia Safonova et al.   SENSORS

Canopy Top, Height and Photosynthetic Pigment Estimation Using Parrot Sequoia Multispectral Imagery and the Unmanned Aerial Vehicle (UAV)

(2021) Veronika Kopačková-Strnadová et al.   Remote Sensing

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

Field spectroscopy of canopy nitrogen concentration in temperate grasslands using a convolutional neural network

(2021) R.R. Pullanagari et al.   REMOTE SENSING OF ENVIRONMENT

Using high-density UAV-Lidar for deriving tree height of Araucaria Angustifolia in an Urban Atlantic Rain Forest

(2021) Ernandes Macedo da Cunha Neto et al.   URBAN FORESTRY & URBAN GREENING

UAV-Supported Forest Regeneration: Current Trends, Challenges and Implications

(2021) Midhun Mohan et al.   Remote Sensing

A regularized convolutional neural network for semantic image segmentation

(2020) Fan Jia et al.   Analysis and Applications

An energy-efficient deep convolutional neural networks coprocessor for multi-object detection

(2020) Yuancong Wu et al.   MICROELECTRONICS JOURNAL

Automated Identification of Crop Tree Crowns From UAV Multispectral Imagery by Means of Morphological Image Analysis

(2020) Ricardo Sarabia et al.   Remote Sensing

Simple weakly supervised deep learning pipeline for detecting individual red-attacked trees in VHR remote sensing images

(2020) Rui Qiao et al.   Remote Sensing Letters

An improved object detection algorithm based on multi-scaled and deformable convolutional neural networks

(2020) Danyang Cao et al.   Human-centric Computing and Information Sciences

Visual detection of green mangoes by an unmanned aerial vehicle in orchards based on a deep learning method

(2020) Juntao Xiong et al.   BIOSYSTEMS ENGINEERING

Recursive Context Routing for Object Detection

(2020) Zhe Chen et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Multiscale Convolutional Neural Networks for Geospatial Object Detection in VHR Satellite Images

(2020) Qunli Yao et al.   IEEE Geoscience and Remote Sensing Letters

Advanced Computational Intelligence for Object Detection, Feature Extraction and Recognition in Smart Sensor Environments

(2020) Marcin Woźniak   SENSORS

Individual tree crown delineation from high-resolution UAV images in broadleaf forest

(2020) Mojdeh Miraki et al.   Ecological Informatics

Large Scale Palm Tree Detection In High Resolution Satellite Images Using U-Net

(2019) Maximilian Freudenberg 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

Young and mature oil palm tree detection and counting using convolutional neural network deep learning method

(2019) Nurulain Abd Mubin et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Evaluation of the Potential of Convolutional Neural Networks and Random Forests for Multi-Class Segmentation of Sentinel-2 Imagery

(2019) Vasileios Syrris et al.   Remote Sensing

Influence of Scanner Position and Plot Size on the Accuracy of Tree Detection and Diameter Estimation Using Terrestrial Laser Scanning on Forest Inventory Plots

(2019) Christoph Gollob et al.   Remote Sensing

Automated Detection of Conifer Seedlings in Drone Imagery Using Convolutional Neural Networks

(2019) Michael Fromm et al.   Remote Sensing

Convolutional neural networks for object detection in aerial imagery for disaster response and recovery

(2019) Yalong Pi et al.   ADVANCED ENGINEERING INFORMATICS

Treetop detection using convolutional neural networks trained through automatically generated pseudo labels

(2019) Changlin Xiao et al.   INTERNATIONAL JOURNAL OF 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

Multivariate comparison of classification performance measures

(2018) Davide Ballabio et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Optimal threshold selection methods under tree or umbrella ordering

(2018) Dan Wang et al.   Journal of Biopharmaceutical Statistics

Recent advances in convolutional neural networks

(2018) Jiuxiang Gu et al.   PATTERN RECOGNITION

Review of studies on tree species classification from remotely sensed data

(2016) Fabian Ewald Fassnacht et al.   REMOTE SENSING OF ENVIRONMENT

A Model Based on Environmental Factors for Diameter Distribution in Black Wattle in Brazil

(2014) Carlos Roberto Sanquetta et al.   PLoS One

Adjusted F-measure and kernel scaling for imbalanced data learning

(2013) Antonio Maratea et al.   INFORMATION SCIENCES