Mapping Complex Urban Land Cover from Spaceborne Imagery: The Influence of Spatial Resolution, Spectral Band Set and Classification Approach
出版年份 2016 全文链接
标题
Mapping Complex Urban Land Cover from Spaceborne Imagery: The Influence of Spatial Resolution, Spectral Band Set and Classification Approach
作者
关键词
-
出版物
Remote Sensing
Volume 8, Issue 2, Pages 88
出版商
MDPI AG
发表日期
2016-01-25
DOI
10.3390/rs8020088
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注意:仅列出部分参考文献,下载原文获取全部文献信息。- Classification and change detection of built-up lands from Landsat-7 ETM+ and Landsat-8 OLI/TIRS imageries: A comparative assessment of various spectral indices
- (2015) Ronald C. Estoque et al. ECOLOGICAL INDICATORS
- A Novel MKL Model of Integrating LiDAR Data and MSI for Urban Area Classification
- (2015) Yanfeng Gu et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Measures of spatio-temporal accuracy for time series land cover data
- (2015) Narumasa Tsutsumida et al. International Journal of Applied Earth Observation and Geoinformation
- Landsat 8 vs. Landsat 5: A comparison based on urban and peri-urban land cover mapping
- (2015) Dimitris Poursanidis et al. International Journal of Applied Earth Observation and Geoinformation
- Detailed intra-urban mapping through transferable OBIA rule sets using WorldView-2 very-high-resolution satellite images
- (2015) Alireza Hamedianfar et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Fusion of high spatial resolution WorldView-2 imagery and LiDAR pseudo-waveform for object-based image analysis
- (2015) Yuhong Zhou et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Using object-based hierarchical classification to extract land use land cover classes from high-resolution satellite imagery in a complex urban area
- (2015) Mohsen Gholoobi et al. Journal of Applied Remote Sensing
- Malware behavioural detection and vaccine development by using a support vector model classifier
- (2015) Ping Wang et al. JOURNAL OF COMPUTER AND SYSTEM SCIENCES
- Synergistic application of geometric and radiometric features of LiDAR data for urban land cover mapping
- (2015) Yuchu Qin et al. OPTICS EXPRESS
- Improving detailed rule-based feature extraction of urban areas from WorldView-2 image and lidar data
- (2014) Alireza Hamedianfar et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Automated parameterisation for multi-scale image segmentation on multiple layers
- (2014) L. Drăguţ et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- A multi-band approach to unsupervised scale parameter selection for multi-scale image segmentation
- (2014) Jian Yang et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Object-Based Land-Cover Mapping with High Resolution Aerial Photography at a County Scale in Midwestern USA
- (2014) Xiaoxiao Li et al. Remote Sensing
- Urban Built-Up Area Extraction from Landsat TM/ETM+ Images Using Spectral Information and Multivariate Texture
- (2014) Jun Zhang et al. Remote Sensing
- Multiagent Object-Based Classifier for High Spatial Resolution Imagery
- (2013) Yanfei Zhong et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Change detection from remotely sensed images: From pixel-based to object-based approaches
- (2013) Masroor Hussain et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Geographic Object-Based Image Analysis – Towards a new paradigm
- (2013) Thomas Blaschke et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Accuracy Assessment Measures for Object-based Image Segmentation Goodness
- (2013) Nicholas Clinton et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- Land Cover Classification in a Complex Urban-Rural Landscape with QuickBird Imagery
- (2013) Dengsheng Lu et al. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING
- A Variable Multi-Scale Segmentation Method for Spatial Pattern Analysis Using Multispectral WorldView-2 Images
- (2013) Jiajia Liu et al. Sensor Letters
- Object vs. pixel: a systematic evaluation in urban environments
- (2013) Soe Win Myint et al. Geocarto International
- A rule-based parameter aided with object-based classification approach for extraction of building and roads from WorldView-2 images
- (2013) Zahra Ziaei et al. Geocarto International
- Per-pixel and object-oriented classification methods for mapping urban land cover extraction using SPOT 5 imagery
- (2013) Mustafa Neamah Jebur et al. Geocarto International
- An SVM Ensemble Approach Combining Spectral, Structural, and Semantic Features for the Classification of High-Resolution Remotely Sensed Imagery
- (2012) Xin Huang et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Object-based sub-pixel mapping of buildings incorporating the prior shape information from remotely sensed imagery
- (2012) Feng Ling et al. International Journal of Applied Earth Observation and Geoinformation
- Rule-based impervious surface mapping using high spatial resolution imagery
- (2012) Hanqiu Xu INTERNATIONAL JOURNAL OF REMOTE SENSING
- Does spatial resolution matter? A multi-scale comparison of object-based and pixel-based methods for detecting change associated with gas well drilling operations
- (2012) Benjamin A. Baker et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Super-resolution image analysis as a means of monitoring bracken (Pteridium aquilinum) distributions
- (2012) Jennie Holland et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Surveying the roofs of Rome
- (2012) Lorenza Fiumi JOURNAL OF CULTURAL HERITAGE
- A comparative analysis of high spatial resolution IKONOS and WorldView-2 imagery for mapping urban tree species
- (2012) Ruiliang Pu et al. REMOTE SENSING OF ENVIRONMENT
- Landslide susceptibility assessment using SVM machine learning algorithm
- (2011) Miloš Marjanović et al. ENGINEERING GEOLOGY
- Introduction to object-based landscape analysis
- (2011) Paul Aplin et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Impervious surface mapping with Quickbird imagery
- (2011) Dengsheng Lu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Object-based urban detailed land cover classification with high spatial resolution IKONOS imagery
- (2011) Ruiliang Pu et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Pixels, blocks of pixels, and polygons: Choosing a spatial unit for thematic accuracy assessment
- (2011) Stephen V. Stehman et al. REMOTE SENSING OF ENVIRONMENT
- Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery
- (2011) Soe W. Myint et al. REMOTE SENSING OF ENVIRONMENT
- Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
- (2011) Qihao Weng REMOTE SENSING OF ENVIRONMENT
- Variation in spectral shape of urban materials
- (2011) R.C. Moreira et al. Remote Sensing Letters
- A comparative analysis of spatial indices and wavelet-based classification
- (2011) Soe W. Myint et al. Remote Sensing Letters
- Collective Sensing: Integrating Geospatial Technologies to Understand Urban Systems—An Overview
- (2011) Thomas Blaschke et al. Remote Sensing
- Feature Selection for Classification of Hyperspectral Data by SVM
- (2010) Mahesh Pal et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Rule-Based Classification of a Very High Resolution Image in an Urban Environment Using Multispectral Segmentation Guided by Cartographic Data
- (2010) Mourad Bouziani et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data
- (2010) Lucian Drǎguţ et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Thematic accuracy assessment of geographic object-based image classification
- (2010) J. Radoux et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Support vector machines in remote sensing: A review
- (2010) Giorgos Mountrakis et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines
- (2009) D. Tuia et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Land cover change assessment using decision trees, support vector machines and maximum likelihood classification algorithms
- (2009) J.R. Otukei et al. International Journal of Applied Earth Observation and Geoinformation
- Multivariate correlations between imagery and field measurements across scales: comparing pixel aggregation and image segmentation
- (2009) Jason W. Karl et al. LANDSCAPE ECOLOGY
- Recent advances in techniques for hyperspectral image processing
- (2009) Antonio Plaza et al. REMOTE SENSING OF ENVIRONMENT
- Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem
- (2008) Mingmin Chi et al. ADVANCES IN SPACE RESEARCH
- Qualitative Spatial Reasoning for High-Resolution Remote Sensing Image Analysis
- (2008) J. Inglada et al. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
- Object‐based land‐cover classification for the Phoenix metropolitan area: optimization vs. transportability
- (2008) J. S. Walker et al. INTERNATIONAL JOURNAL OF REMOTE SENSING
- Object-based Land Cover Classification and Change Analysis in the Baltimore Metropolitan Area Using Multitemporal High Resolution Remote Sensing Data
- (2008) Weiqi Zhou et al. SENSORS
- Image segmentation evaluation: A survey of unsupervised methods
- (2007) Hui Zhang et al. COMPUTER VISION AND IMAGE UNDERSTANDING
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