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ADVANCES IN OBJECT-BASED IMAGE CLASSIFICATION
Classification land cover imagery segmentation GIS integration
2015/12/31
This paper presents a review of object-based image classification, outlining recent developments, assessing current capabilities and signposting future implications. Object-based classification method...
USING ARCGIS MODEL BUILDER FOR OBJECT-BASED IMAGE CLASSIFICATION OF SEAGRASS MEADOWS
GIS Mapping Oceanography Vegetation Classification Object Image
2015/8/19
Seagrass meadows are an important coastal habitat serving as a good indicator of healthy coastal ecosystems. Object-based image classification is a new method of seagrass mapping. The goal of the proj...
AUTOMATIC GENERATION OF TRAINING DATA FOR HYPERSPECTRAL IMAGE CLASSIFICATION USING SUPPORT VECTOR MACHINE
High resolution DSM Hyperspectral
2015/5/6
An image classification method based on Support Vector Machine (SVM) is proposed on hyperspectral and 3K DSM data. To obtain training data we applied an automatic method relating to four classes nam...
RESPECTING HIERARCHICALLY STRUCTURED TAXONOMIES IN SUPERVISED IMAGE CLASSIFICATION: A GEOLOGICAL CASE STUDY FROM THE WESTERN CANADIAN SHIELD
RESPECTING HIERARCHICALLY STRUCTURED SUPERVISED IMAGE CLASSIFICATION WESTERN CANADIAN SHIELD
2015/3/16
RESPECTING HIERARCHICALLY STRUCTURED TAXONOMIES IN SUPERVISED IMAGE CLASSIFICATION: A GEOLOGICAL CASE STUDY FROM THE WESTERN CANADIAN SHIELD.
THE INFLUENCES OF IMAGE CLASSIFICATION BY FUSION OF SPATIALLY ORIENTED IMAGES
Classification Data Fusion Remote Sensing
2015/2/3
Image classification of either supervised or unsupervised approach is an essential tool to categorise the
unidentified pixel in an image to the thematic or the spectral separable classes in the remot...
THE EFFECTS ON IMAGE CLASSIFICATION USING IMAGE COMPRESSION TECHNIQUE
Classification Compression Remote Sensing
2015/2/3
Image classification, either supervised or unsupervised approach, is an image analysis tool to categorise the
unidentified pixels in an image to the designed thematic or spectral separable classes re...
IMAGE CLASSIFICATION BY SPATIAL SHIFT INVARIANT NEURAL NETWORK
Classification Neural Network Land use Land cover
2015/2/3
I proposed the new method to classify images using artificial neural network technology imitating bio-neural network
behind retina and in visual cortex, in order to use spatial information like huma...
Double Polarization SAR Image Classification based on Object-Oriented Technology
Synthetic Aperture Radar Image Classification Object-Oriented Pixel-Based DEM
2013/3/5
This paper proposed to use double polarization synthetic aperture radar (SAR) image to classify surface feature, based on DEM. It takes fully use of the polarization information and external informati...
PARCEL-BASED IMAGE CLASSIFICATION AS A DECISION-MAKING SUPPORTING TOOL FOR THE LAND BANK OF GALICIA (SPAIN)
Object-oriented classification decision trees high-resolution imagery land cover mapping land bank.
2014/6/19
The results obtained after the application of parcel-oriented classification over two geographic areas of Galicia, in the northwest of Spain, are presented. In this region, forest and shrublands in mo...