4.7 Article

Comparison of Classification Algorithms and Training Sample Sizes in Urban Land Classification with Landsat Thematic Mapper Imagery

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 Geography, Physical

Assessing reference dataset representativeness through confidence metrics based on information density

Giorgos Mountrakis et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)

Article Geography, Physical

Clustering based on eigenspace transformation - CBEST for efficient classification

Yanlei Chen et al.

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING (2013)

Article Remote Sensing

Object Features for Pixel-based Classification of Urban Areas Comparing Different Machine Learning Algorithms

Nils Wolf

PHOTOGRAMMETRIE FERNERKUNDUNG GEOINFORMATION (2013)

Article Engineering, Electrical & Electronic

Human Settlements: A Global Challenge for EO Data Processing and Interpretation

Paolo Gamba

PROCEEDINGS OF THE IEEE (2013)

Article Environmental Sciences

Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends

Qihao Weng

REMOTE SENSING OF ENVIRONMENT (2012)

Article Engineering, Electrical & Electronic

A Survey of Active Learning Algorithms for Supervised Remote Sensing Image Classification

Devis Tuia et al.

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (2011)

Article Remote Sensing

Object-based urban detailed land cover classification with high spatial resolution IKONOS imagery

Ruiliang Pu et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2011)

Article Computer Science, Artificial Intelligence

LIBSVM: A Library for Support Vector Machines

Chih-Chung Chang et al.

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2011)

Article Geography, Physical

Accuracy Assessment Measures for Object-based Image Segmentation Goodness

Nicholas Clinton et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2010)

Article Computer Science, Information Systems

Evaluating the Temporal and Spatial Urban Expansion Patterns of Guangzhou from 1979 to 2003 by Remote Sensing and GIS Methods

Fenglei Fan et al.

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE (2009)

Article Geography, Physical

An Adaptive Thresholding Multiple Classifiers System for Remote Sensing Image Classification

Yu-Chang Tzeng et al.

PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING (2009)

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 Environmental Sciences

Training set size requirements for the classification of a specific class

Giles M. Foody et al.

REMOTE SENSING OF ENVIRONMENT (2006)

Article Geochemistry & Geophysics

Results and implications of a study of fifteen years of satellite image classification experiments

GG Wilkinson

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2005)

Article Remote Sensing

Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery

L Wang et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2004)

Article Geochemistry & Geophysics

A hierarchical fuzzy classification approach for high-resolution multispectral data over urban areas

AK Shackelford et al.

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING (2003)

Article Remote Sensing

Monitoring land-use change in the Pearl River Delta using Landsat TM

KC Seto et al.

INTERNATIONAL JOURNAL OF REMOTE SENSING (2002)

Article Computer Science, Interdisciplinary Applications

Stochastic gradient boosting

JH Friedman

COMPUTATIONAL STATISTICS & DATA ANALYSIS (2002)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Environmental Sciences

Classification and change detection using Landsat TM data: When and how to correct atmospheric effects?

C Song et al.

REMOTE SENSING OF ENVIRONMENT (2001)