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

Individual mangrove tree measurement using UAV-based LiDAR data: Possibilities and challenges

(2019) Dameng Yin et al.   REMOTE SENSING OF ENVIRONMENT

Biodiversity monitoring, earth observations and the ecology of scale

(2018) Christopher B. Anderson   ECOLOGY LETTERS

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

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

Applying LiDAR Individual Tree Detection to Management of Structurally Diverse Forest Landscapes

(2018) Sean M A Jeronimo et al.   JOURNAL OF FORESTRY

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

The Use of Three-Dimensional Convolutional Neural Networks to Interpret LiDAR for Forest Inventory

(2018) Elias Ayrey et al.   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

A computer vision for animal ecology

(2017) Ben G. Weinstein   JOURNAL OF ANIMAL ECOLOGY

Area-based vs tree-centric approaches to mapping forest carbon in Southeast Asian forests from airborne laser scanning data

(2017) David A. Coomes et al.   REMOTE SENSING OF ENVIRONMENT

A Classification-Segmentation Framework for the Detection of Individual Trees in Dense MMS Point Cloud Data Acquired in Urban Areas

(2017) Martin Weinmann et al.   Remote Sensing

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study

(2017) Emilio Guirado et al.   Remote Sensing

Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources

(2017) Xiao Xiang Zhu et al.   IEEE Geoscience and Remote Sensing Magazine

Layer Stacking: A Novel Algorithm for Individual Forest Tree Segmentation from LiDAR Point Clouds

(2016) Elias Ayrey et al.   CANADIAN JOURNAL OF 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

A hyperspectral image can predict tropical tree growth rates in single-species stands

(2016) T. Trevor Caughlin et al.   ECOLOGICAL APPLICATIONS

Individual tree crown delineation using localized contour tree method and airborne LiDAR data in coniferous forests

(2016) Bin Wu et al.   International Journal of Applied Earth Observation and Geoinformation

Mapping post-fire habitat characteristics through the fusion of remote sensing tools

(2016) Jody C. Vogeler et al.   REMOTE SENSING OF ENVIRONMENT

Tree-centric mapping of forest carbon density from airborne laser scanning and hyperspectral data

(2016) Michele Dalponte et al.   Methods in Ecology and Evolution

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

(2016) Weijia Li et al.   Remote Sensing

Comparison of Tree Species Classifications at the Individual Tree Level by Combining ALS Data and RGB Images Using Different Algorithms

(2016) Songqiu Deng et al.   Remote Sensing

Layer Stacking: A Novel Algorithm for Individual Forest Tree Segmentation from LiDAR Point Clouds

(2016) Elias Ayrey et al.   CANADIAN JOURNAL OF 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

A novel transferable individual tree crown delineation model based on Fishing Net Dragging and boundary classification

(2015) Tao Liu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Evaluating Tree Detection and Segmentation Routines on Very High Resolution UAV LiDAR Data

(2014) Luke Wallace et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An efficient, multi-layered crown delineation algorithm for mapping individual tree structure across multiple ecosystems

(2014) L.I. Duncanson et al.   REMOTE SENSING OF ENVIRONMENT

Selective Search for Object Recognition

(2013) J. R. R. Uijlings et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A New Method for Segmenting Individual Trees from the Lidar Point Cloud

(2013) Wenkai Li et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Combination of individual tree detection and area-based approach in imputation of forest variables using airborne laser data

(2011) Mikko Vastaranta et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING