Individual Tree-Crown Detection and Species Classification in Very High-Resolution Remote Sensing Imagery Using a Deep Learning Ensemble Model

Cross-site learning in deep learning RGB tree crown detection

(2020) Ben G. Weinstein et al.   Ecological Informatics

Recent advances in deep learning for object detection

(2020) Xiongwei Wu et al.   NEUROCOMPUTING

Quantifying Understory and Overstory Vegetation Cover Using UAV-Based RGB Imagery in Forest Plantation

(2020) Linyuan Li et al.   Remote Sensing

A Method for Tree Detection Based on Similarity with Geometric Shapes of 3D Geospatial Data

(2020) Mihai-Sorin Stupariu et al.   ISPRS International Journal of Geo-Information

Weighted Ensemble Object Detection with Optimized Coefficients for Remote Sensing Images

(2020) Atakan Körez et al.   ISPRS International Journal of Geo-Information

Digital Aerial Photogrammetry for Updating Area-Based Forest Inventories: A Review of Opportunities, Challenges, and Future Directions

(2019) Tristan R. H. Goodbody et al.   Current Forestry Reports

Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

(2019) Anastasiia Safonova et al.   Remote Sensing

Urban Tree Species Classification Using a WorldView-2/3 and LiDAR Data Fusion Approach and Deep Learning

(2019) Sean Hartling et al.   SENSORS

SPICE-Based SAR Tomography Over Forest Areas Using a Small Number of P-band Airborne F-SAR Images Characterized by Non-Uniformly Distributed Baselines

(2019) Peng et al.   Remote Sensing

Deep learning in remote sensing applications: A meta-analysis and review

(2019) Lei Ma et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Structure from Motion Photogrammetry in Forestry: a Review

(2019) Jakob Iglhaut et al.   Current Forestry Reports

Hydra: An Ensemble of Convolutional Neural Networks for Geospatial Land Classification

(2019) Rodrigo Minetto et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

3D Segmentation of Trees Through a Flexible Multiclass Graph Cut Algorithm

(2019) Jonathan Williams et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

(2019) Hamid Hamraz et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multisource Remote Sensing Data Classification Based on Convolutional Neural Network

(2018) Xiaodong Xu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Multi-scale object detection in remote sensing imagery with convolutional neural networks

(2018) Zhipeng Deng et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Single-Tree Detection in High-Resolution Remote-Sensing Images Based on a Cascade Neural Network

(2018) Dong Tianyang et al.   ISPRS International Journal of Geo-Information

Terrestrial LiDAR: a three-dimensional revolution in how we look at trees

(2018) Mathias Disney   NEW PHYTOLOGIST

Tree Classification in Complex Forest Point Clouds Based on Deep Learning

(2017) Xinhuai Zou et al.   IEEE Geoscience and Remote Sensing Letters

Accurate non-maximum suppression for object detection in high-resolution remote sensing images

(2017) Shaohua Qiu et al.   Remote Sensing Letters

Forest understory trees can be segmented accurately within sufficiently dense airborne laser scanning point clouds

(2017) Hamid Hamraz et al.   Scientific Reports

Arbitrary-Oriented Vehicle Detection in Aerial Imagery with Single Convolutional Neural Networks

(2017) et al.   Remote Sensing

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

(2016) Weijia Li et al.   Remote Sensing

Trends in Automatic Individual Tree Crown Detection and Delineation—Evolution of LiDAR Data

(2016) Zhen Zhen et al.   Remote Sensing

Transformation (normalization) of slope gradient and surface curvatures, automated for statistical analyses from DEMs

(2015) O. Csillik et al.   GEOMORPHOLOGY

Deep learning-based tree classification using mobile LiDAR data

(2015) Haiyan Guan et al.   Remote Sensing Letters

Estimation of leaf area index in understory deciduous trees using digital photography

(2014) Francesco Chianucci et al.   AGRICULTURAL AND FOREST METEOROLOGY

The Utility of Image-Based Point Clouds for Forest Inventory: A Comparison with Airborne Laser Scanning

(2013) Joanne White et al.   Forests

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