Tree Crown Delineation Algorithm Based on a Convolutional Neural Network

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

Quantifying Canopy Tree Loss and Gap Recovery in Tropical Forests under Low-Intensity Logging Using VHR Satellite Imagery and Airborne LiDAR

(2019) Ricardo Dalagnol et al.   Remote Sensing

Individual Tree-Crown Detection in RGB Imagery Using Semi-Supervised Deep Learning Neural Networks

(2019) Ben G. Weinstein et al.   Remote Sensing

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming

(2019) Yongliang Qiao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Convolutional Neural Networks enable efficient, accurate and fine-grained segmentation of plant species and communities from high-resolution UAV imagery

(2019) Teja Kattenborn et al.   Scientific Reports

Semi-Supervised Deep Learning Using Pseudo Labels for Hyperspectral Image Classification

(2018) Hao Wu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Do Convolutional Neural Networks Learn Class Hierarchy?

(2018) Alsallakh Bilal et al.   IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

Tree Crown Detection, Delineation and Counting in UAV Remote Sensed Images: A Neural Network Based Spectral–Spatial Method

(2018) Ramesh Kestur et al.   Journal of the Indian Society of Remote Sensing

Individual tree crown detection in sub-meter satellite imagery using Marked Point Processes and a geometrical-optical model

(2018) Marília Ferreira Gomes et al.   REMOTE SENSING OF ENVIRONMENT

Scene Classification Based on a Deep Random-Scale Stretched Convolutional Neural Network

(2018) Yanfei Liu et al.   Remote Sensing

Pan-tropical prediction of forest structure from the largest trees

(2018) Jean-François Bastin et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Individual tree crown delineation in a highly diverse tropical forest using very high resolution satellite images

(2018) Fabien Hubert Wagner et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tree crown detection and delineation in satellite images using probabilistic voting

(2017) Abdullah H. Özcan et al.   Remote Sensing Letters

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing Technologies for Enhancing Forest Inventories: A Review

(2016) Joanne C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

Individual Tree Species Classification From Airborne Multisensor Imagery Using Robust PCA

(2016) Juheon Lee et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Region-Based Convolutional Networks for Accurate Object Detection and Segmentation

(2016) Ross Girshick et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Mapping tree species in tropical seasonal semi-deciduous forests with hyperspectral and multispectral data

(2016) Matheus Pinheiro Ferreira et al.   REMOTE SENSING OF ENVIRONMENT

Review of studies on tree species classification from remotely sensed data

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

Contrasted allometries between stem diameter, crown area, and tree height in five tropical biogeographic areas

(2016) Elodie Blanchard et al.   TREES-STRUCTURE AND FUNCTION

Deep Learning Based Oil Palm Tree Detection and Counting for High-Resolution Remote Sensing Images

(2016) Weijia Li et al.   Remote Sensing

Imputation of Individual Longleaf Pine (Pinus palustrisMill.) Tree Attributes from Field and LiDAR Data

(2016) Carlos A. Silva et al.   CANADIAN JOURNAL OF REMOTE SENSING

Remote Sensing Technologies for Enhancing Forest Inventories: A Review

(2016) Joanne C. White et al.   CANADIAN JOURNAL OF REMOTE SENSING

Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art

(2016) Liangpei Zhang et al.   IEEE Geoscience and Remote Sensing Magazine

How much do we know about the endangered Atlantic Forest? Reviewing nearly 70 years of information on tree community surveys

(2015) Renato A. F. de Lima et al.   BIODIVERSITY AND CONSERVATION

Deep learning

(2015) Yann LeCun et al.   NATURE

An estimate of the number of tropical tree species

(2015) J. W. Ferry Slik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images

(2015) G. Tochon et al.   REMOTE SENSING OF ENVIRONMENT

Mapping and Characterizing Selected Canopy Tree Species at the Angkor World Heritage Site in Cambodia Using Aerial Data

(2015) Minerva Singh et al.   PLoS One

Markedly divergent estimates of Amazon forest carbon density from ground plots and satellites

(2014) Edward T. A. Mitchard et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Forest destructuring as revealed by the temporal dynamics of fundamental species – Case study of Santa Genebra Forest in Brazil

(2013) F.T. Farah et al.   ECOLOGICAL INDICATORS

Tree crown delineation and tree species classification in boreal forests using hyperspectral and ALS data

(2013) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

A comparison of three methods for automatic tree crown detection and delineation from high spatial resolution imagery

(2011) Yinghai Ke et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions

(2011) Morten Larsen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A review of methods for automatic individual tree-crown detection and delineation from passive remote sensing

(2011) Yinghai Ke et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Climate Change, Deforestation, and the Fate of the Amazon

(2007) Y. Malhi et al.   SCIENCE