4.7 Article

Comparative performance of convolutional neural network, weighted and conventional support vector machine and random forest for classifying tree species using hyperspectral and photogrammetric data

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Environmental Sciences

L-band SAR for estimating aboveground biomass of rubber plantation in Java Island, Indonesia

Bambang H. i Trisasongko et al.

GEOCARTO INTERNATIONAL (2020)

Article Geography, Physical

Tree species classification in tropical forests using visible to shortwave infrared WorldView-3 images and texture analysis

Matheus Pinheiro Ferreira et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2019)

Article Geochemistry & Geophysics

LiDAR Data Classification Using Spatial Transformation and CNN

Xin He et al.

IEEE GEOSCIENCE AND REMOTE SENSING LETTERS (2019)

Review Imaging Science & Photographic Technology

Deep Learning Meets Hyperspectral Image Analysis: A Multidisciplinary Review

Alberto Signoroni et al.

JOURNAL OF IMAGING (2019)

Article Remote Sensing

Crown-level tree species classification from AISA hyperspectral imagery using an innovative pixel-weighting approach

Haijian Liu et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2018)

Article Remote Sensing

Radiometric block adjustment of hyperspectral image blocks in the Brazilian environment

Gabriela Takahashi Miyoshi et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Review Remote Sensing

Implementation of machine-learning classification in remote sensing: an applied review

Aaron E. Maxwell et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2018)

Editorial Material Multidisciplinary Sciences

ECOLOGY'S REMOTE-SENSING REVOLUTION

Roberta Kwok

NATURE (2018)

Article Biodiversity Conservation

From hotspot to hopespot: An opportunity for the Brazilian Atlantic Forest

C. L. Rezende et al.

PERSPECTIVES IN ECOLOGY AND CONSERVATION (2018)

Article Remote Sensing

Comparing six pixel-wise classifiers for tropical rural land cover mapping using four forms of fully polarimetric SAR data

Bambang H. Trisasongko et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2017)

Article Geography, Physical

Band registration of tuneable frame format hyperspectral UAV imagers in complex scenes

Eija Honkavaara et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2017)

Article Environmental Sciences

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

Matheus Pinheiro Ferreira et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Review Environmental Sciences

Review of studies on tree species classification from remotely sensed data

Fabian Ewald Fassnacht et al.

REMOTE SENSING OF ENVIRONMENT (2016)

Article Environmental Sciences

Tree Species Classification Using Hyperspectral Imagery: A Comparison of Two Classifiers

Laurel Ballanti et al.

REMOTE SENSING (2016)

Article Geochemistry & Geophysics

Deep Learning for Remote Sensing Data A technical tutorial on the state of the art

Liangpei Zhang et al.

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE (2016)

Article Geography, Physical

Semi-supervised SVM for individual tree crown species classification

Michele Dalponte et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2015)

Article Ecology

Will remote sensing shape the next generation of species distribution models?

Kate S. He et al.

REMOTE SENSING IN ECOLOGY AND CONSERVATION (2015)

Article Engineering, Electrical & Electronic

Comparison of Feature Reduction Algorithms for Classifying Tree Species With Hyperspectral Data on Three Central European Test Sites

Fabian E. Fassnacht et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Engineering, Electrical & Electronic

Deep Learning-Based Classification of Hyperspectral Data

Yushi Chen et al.

IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING (2014)

Article Remote Sensing

A framework for mapping tree species combining hyperspectral and LiDAR data: Role of selected classifiers and sensor across three spatial scales

Aniruddha Ghosh et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2014)

Article Environmental Sciences

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

Michele Dalponte et al.

REMOTE SENSING OF ENVIRONMENT (2014)

Article Geochemistry & Geophysics

Tree Species Classification in Boreal Forests With Hyperspectral Data

Michele Dalponte et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)

Article Geochemistry & Geophysics

Tree Species Discrimination in Tropical Forests Using Airborne Imaging Spectroscopy

Jean-Baptiste Feret et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2013)

Article Remote Sensing

Investigating multiple data sources for tree species classification in temperate forest and use for single tree delineation

Johannes Heinzel et al.

INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION (2012)

Article Geography, Physical

An assessment of the effectiveness of a random forest classifier for land-cover classification

V. F. Rodriguez-Galiano et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2012)

Article Environmental Sciences

Mapping tree species composition in South African savannas using an integrated airborne spectral and LiDAR system

Moses Azong Cho et al.

REMOTE SENSING OF ENVIRONMENT (2012)

Editorial Material Biodiversity Conservation

Conserving the hottest of the hotspots Preface

William F. Laurance

BIOLOGICAL CONSERVATION (2009)

Article Environmental Sciences

Invasive species detection in Hawaiian rainforests using airborne imaging spectroscopy and LiDAR

Gregory P. Asner et al.

REMOTE SENSING OF ENVIRONMENT (2008)

Review Remote Sensing

A survey of image classification methods and techniques for improving classification performance

D. Lu et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2007)

Article Geosciences, Multidisciplinary

Updated world map of the Koppen-Geiger climate classification

M. C. Peel et al.

HYDROLOGY AND EARTH SYSTEM SCIENCES (2007)

Article Environmental Sciences

Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales

ML Clark et al.

REMOTE SENSING OF ENVIRONMENT (2005)

Article Geochemistry & Geophysics

Classification of hyperspectral remote sensing images with support vector machines

F Melgani et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)

Article Geochemistry & Geophysics

A relative evaluation of multiclass image classification by support vector machines

GM Foody et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2004)

Article Remote Sensing

An assessment of support vector machines for land cover classification

C Huang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Multidisciplinary Sciences

Biodiversity hotspots for conservation priorities

N Myers et al.

NATURE (2000)