ACE R-CNN: An Attention Complementary and Edge Detection-Based Instance Segmentation Algorithm for Individual Tree Species Identification Using UAV RGB Images and LiDAR Data

Effect of feature standardization on reducing the requirements of field samples for individual tree species classification using ALS data

(2022) Parvez Rana et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Multi-Species Individual Tree Segmentation and Identification Based on Improved Mask R-CNN and UAV Imagery in Mixed Forests

(2022) Chong Zhang et al.   Remote Sensing

Estimating Individual Tree Above-Ground Biomass of Chinese Fir Plantation: Exploring the Combination of Multi-Dimensional Features from UAV Oblique Photos

(2022) Lingting Lei et al.   Remote Sensing

Classification of urban tree species using multi-features derived from four-season RedEdge-MX data

(2022) Huaipeng Liu   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Mapping the distribution of invasive tree species using deep one-class classification in the tropical montane landscape of Kenya

(2022) Hengwei Zhao et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Quantifying tropical forest structure through terrestrial and UAV laser scanning fusion in Australian rainforests

(2022) Louise Terryn et al.   REMOTE SENSING OF ENVIRONMENT

Aboveground biomass density models for NASA’s Global Ecosystem Dynamics Investigation (GEDI) lidar mission

(2022) Laura Duncanson et al.   REMOTE SENSING OF ENVIRONMENT

How Does Sample Labeling and Distribution Affect the Accuracy and Efficiency of a Deep Learning Model for Individual Tree-Crown Detection and Delineation

(2022) Zhenbang Hao et al.   Remote Sensing

Classification of Tree Species in Different Seasons and Regions Based on Leaf Hyperspectral Images

(2022) Rongchao Yang et al.   Remote Sensing

A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using mask R-CNN

(2021) De Rong Loh et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

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

(2021) Anastasiia Safonova et al.   SENSORS

Application of Generated Mask Method Based on Mask R-CNN in Classification and Detection of Melanoma

(2021) Xingmei Cao et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Tree species classification from airborne hyperspectral and LiDAR data using 3D convolutional neural networks

(2021) Janne Mäyrä et al.   REMOTE SENSING OF ENVIRONMENT

A Crop Image Segmentation and Extraction Algorithm Based on Mask RCNN

(2021) Shijie Wang et al.   Entropy

Silvi-Net – A dual-CNN approach for combined classification of tree species and standing dead trees from remote sensing data

(2021) S. Briechle et al.   International Journal of Applied Earth Observation and Geoinformation

Characterizing and classifying urban tree species using bi-monthly terrestrial hyperspectral images in Hong Kong

(2021) Sawaid Abbas et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Tree species classification of LiDAR data based on 3D deep learning

(2021) Maohua Liu et al.   MEASUREMENT

GCA-Net: Gait contour automatic segmentation model for video gait recognition

(2021) Jun Luo et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning-based apple detection using a suppression mask R-CNN

(2021) Pengyu Chu et al.   PATTERN RECOGNITION LETTERS

Combining UAV-based hyperspectral and LiDAR data for mangrove species classification using the rotation forest algorithm

(2021) Jingjing Cao et al.   International Journal of Applied Earth Observation and Geoinformation

Recent advances in deep learning for object detection

(2020) Xiongwei Wu et al.   NEUROCOMPUTING

Recognition of diseased Pinus trees in UAV images using deep learning and AdaBoost classifier

(2020) Gensheng Hu et al.   BIOSYSTEMS ENGINEERING

Extracting apple tree crown information from remote imagery using deep learning

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

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

(2020) Alin-Ionuț Pleșoianu et al.   Remote Sensing

Three-dimensional convolutional neural network model for tree species classification using airborne hyperspectral images

(2020) Bin Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Mapping forest tree species in high resolution UAV-based RGB-imagery by means of convolutional neural networks

(2020) Felix Schiefer et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Individual tree detection and crown delineation from Unmanned Aircraft System (UAS) LiDAR in structurally complex mixed species eucalypt forests

(2020) D. Jaskierniak et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Individual tree crown delineation and tree species classification with hyperspectral and LiDAR data

(2019) Michele Dalponte et al.   PeerJ

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

(2019) Sean Hartling et al.   SENSORS

Tree Species Classification in a Highly Diverse Subtropical Forest Integrating UAV-Based Photogrammetric Point Cloud and Hyperspectral Data

(2019) Camile Sothe et al.   Remote Sensing

A hybrid method for segmenting individual trees from airborne lidar data

(2019) Li Liu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

A random-weighted plane-Gaussian artificial neural network

(2019) Xubing Yang et al.   NEURAL COMPUTING & APPLICATIONS

A review of remote sensing for mangrove forests: 1956–2018

(2019) Le Wang et al.   REMOTE SENSING OF ENVIRONMENT

Faster training of Mask R-CNN by focusing on instance boundaries

(2019) Roland S. Zimmermann et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Tree species classification in a temperate mixed forest using a combination of imaging spectroscopy and airborne laser scanning

(2019) Hossein Torabzadeh et al.   AGRICULTURAL AND FOREST METEOROLOGY

Boundary-Weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation

(2019) Qikui Zhu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Tree species identification within an extensive forest area with diverse management regimes using airborne hyperspectral data

(2019) Aneta Modzelewska et al.   International Journal of Applied Earth Observation and Geoinformation

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

Mask R-CNN

(2018) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tree species classification using plant functional traits from LiDAR and hyperspectral data

(2018) Yifang Shi et al.   International Journal of Applied Earth Observation and Geoinformation

Identifying the genus or species of individual trees using a three-wavelength airborne lidar system

(2018) Brindusa Cristina Budei et al.   REMOTE SENSING OF ENVIRONMENT

Hierarchical integration of individual tree and area-based approaches for savanna biomass uncertainty estimation from airborne LiDAR

(2018) Grigorijs Goldbergs et al.   REMOTE SENSING OF ENVIRONMENT

Tree species classification in Norway from airborne hyperspectral and airborne laser scanning data

(2018) Øivind Due Trier et al.   European Journal of Remote Sensing

Retrieval of higher order statistical moments from full-waveform LiDAR data for tree species classification

(2017) Moritz Bruggisser 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

An efficient approach to 3D single tree-crown delineation in LiDAR data

(2015) Domen Mongus et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A bottom-up approach to segment individual deciduous trees using leaf-off lidar point cloud data

(2014) Xingcheng Lu et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY 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

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

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

Tree species classification in the Southern Alps based on the fusion of very high geometrical resolution multispectral/hyperspectral images and LiDAR data

(2012) Michele Dalponte et al.   REMOTE SENSING OF ENVIRONMENT