Object-Based Image Analysis Spatial Concepts for Knowledge-Driven Remote Sensing Applications - Blaschke, Thomas; Lang, Stefan; Hay, Geoffrey; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008)
Why object-based image analysis -- 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 -- Multiscale representation and object-based classification -- 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 -- A procedure for automatic object-based classification -- Change 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 -- Automated classification, mapping and updating: forest -- Object-based classification of QuickBird data using ancillary information for the detection of forest types and NATURA 2000 habitats -- Estimation 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 -- Pixels to objects to information: Spatial context to aid in forest characterization with remote sensing -- Automated classification, mapping and updating: environmental resource management and agriculture -- Object 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 -- A Local Fourier Transform approach for vine plot extraction from aerial images -- Automated classification, mapping and updating: land use / land cover -- Object-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 -- Automated classification, mapping and updating: urban applications -- Detecting informal settlements from QuickBird data in Rio de Janeiro using an object based approach -- Opportunities and limitations of object based image analysis for detecting urban impervious and vegetated surfaces using true-colour aerial photography -- Object-based Image Analysis using QuickBird satellite images and GIS data, case study Belo Horizonte (Brazil) -- An object-based approach to detect road features for informal settlements near Sao Paulo, Brazil -- Development of new methodologies -- Object-oriented analysis of image and LiDAR data and its potential for a dasymetric mapping application -- Characterising mountain forest structure using landscape metrics on LiDAR-based canopy surface models -- Object detection in airborne laser scanning data - an integrative approach on object-based image and point cloud analysis -- Support Vector Machine Classification for Object-Based Image Analysis -- Genetic adaptation of segmentation parameters -- Principles of full autonomy in image interpretation. The basic architectural design for a sequential process with image objects -- Strategies for semi-automated habitat delineation and spatial change assessment in an Alpine environment -- Burning research questions, research needs and outlook -- On segment based image fusion -- Modelling uncertainty in high resolution remotely sensed scenes using a fuzzy logic approach -- Assessing image segmentation quality - concepts, methods and application -- Object-fate analysis - spatial relationships for the assessment of object transition and correspondence.
Keywords: Geographical information systems; Geophysics; Remote sensing; Computers; Optical data processing; Regional planning; Urban planning; Geographical Information Systems/Cartography.; Geophysics/Geodesy.; Remote Sensing/Photogrammetry.; Information Systems and Communication Service; Image Processing and Computer Vision; Landscape/Regional and Urban Planning