Object-based image analysis: spatial concepts for knowledge-driven remote sensing applications
This book addresses the Geographic Information Systems (GIS) and Remote Sensing communities worldwide by presenting a collection of 43 peer-reviewed interdisciplinary perspectives on Object-Based Image Analysis (OBIA). OBIA is a recent sub-discipline of Geographic Information Science devoted to deve...
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| Other Authors: | |
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| Format: | Edited Volume |
| Language: | English |
| Published: |
Berlin Heidelberg
Springer
2008
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| Series: | Lecture Notes in Geoinformation and Cartography
SpringerLink Bücher |
| Volumes / Articles: | Show Volumes / Articles. |
| DOI: | 10.1007/978-3-540-77058-9 |
| Subjects: | |
| Online Access: | Verlag, Volltext: https://doi.org/10.1007/978-3-540-77058-9 Resolving-System, Volltext: http://dx.doi.org/10.1007/978-3-540-77058-9 Cover: https://swbplus.bsz-bw.de/bsz286097036cov.jpg Kapitel 1: https://swbplus.bsz-bw.de/bsz283949643kap.htm Einführung/Vorwort: https://swbplus.bsz-bw.de/bsz283949643vor.htm Inhaltsverzeichnis: https://swbplus.bsz-bw.de/bsz283949643inh.htm 
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| Author Notes: | edited by Thomas Blaschke ... |
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| 505 | 8 | |a Object-based image analysis for remote sensing applications: modeling reality - dealing with complexity; Progressing from object-based to object-oriented image analysis; An object-based cellular automata model to mitigate scale dependency; Geographic Object-Based Image Analysis (GEOBIA): A new name for a new discipline; Image objects and geographic objects; Using texture to tackle the problem of scale in land-cover classification; Domain-specific class modelling for one-level representation of single trees; Object recognition and image segmentation: the Feature Analyst® approach | |
| 505 | 8 | |a A procedure for automatic object-based classificationChange detection using object features; Identifying benefits of pre-processing large area QuickBird imagery for object-based image analysis; A hybrid texture-based and region-based multi-scale image segmentation algorithm; Semi-automated forest stand delineation using wavelet based segmentation of very high resolution optical imagery; Quality assessment of segmentation results devoted to object-based classification | |
| 505 | 8 | |a Object-based classification of QuickBird data using ancillary information for the detection of forest types and NATURA 2000 habitatsEstimation of optimal image object size for the segmentation of forest stands with multispectral IKONOS imagery; An object based approach for the implementation of forest legislation in Greece using very high resolution satellite data; Object based classification of SAR data for the delineation of forest cover maps and the detection of deforestation - A viable procedure and its application in GSE Forest Monitoring | |
| 505 | 8 | |a Pixels to objects to information: Spatial context to aid in forest characterization with remote sensingObject oriented oil spill contamination mapping in West Siberia with Quickbird data; An object-oriented image analysis approach for the identification of geologic lineaments in a sedimentary geotectonic environment; Classification of linear environmental impacts and habitat fragmentation by object oriented analysis of aerial photographs in Corrubedo National Park (NW Iberian Peninsula); Multi-scale functional mapping of tidal marsh vegetation using object-based image analysis | |
| 505 | 8 | |a A Local Fourier Transform approach for vine plot extraction from aerial imagesObject-based classification of IKONOS data for vegetation mapping in Central Japan; Structural biodiversity monitoring in savanna ecosystems: Integrating LiDAR and high resolution imagery through object-based image analysis; Fusion of multispectral optical and SAR images towards operational land cover mapping in Central Europe; The development of integrated object-based analysis of EO data within UK national land cover products | |
| 505 | 8 | |a Detecting informal settlements from QuickBird data in Rio de Janeiro using an object based approach | |
| 520 | |a This book addresses the Geographic Information Systems (GIS) and Remote Sensing communities worldwide by presenting a collection of 43 peer-reviewed interdisciplinary perspectives on Object-Based Image Analysis (OBIA). OBIA is a recent sub-discipline of Geographic Information Science devoted to developing automated methods to partition remote sensing imagery into meaningful image-objects, and assessing their characteristics through spatial, spectral and temporal scales. Its applications range from agriculture and natural resource management, to national defense and global climate change. Its e | ||
| 520 | |a This book brings together a collection of invited interdisciplinary perspectives on the recent topic of Object-based Image Analysis (OBIA). Its content is based on select papers from the 1 OBIA International Conference held in Salzburg in July 2006, and is enriched by several invited chapters. All submissions have passed through a blind peer-review process resulting in what we believe is a timely volume of the highest scientific, theoretical and technical standards. The concept of OBIA first gained widespread interest within the GIScience (Geographic Information Science) community circa 2000, with the advent of the first commercial software for what was then termed ‘object-oriented image analysis’. However, it is widely agreed that OBIA builds on older segmentation, edge-detection and classification concepts that have been used in remote sensing image analysis for several decades. Nevertheless, its emergence has provided a new critical bridge to spatial concepts applied in multiscale landscape analysis, Geographic Information Systems (GIS) and the synergy between image-objects and their radiometric characteristics and analyses in Earth Observation data (EO). | ||
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