Multi-scale GEOBIA with very high spatial resolution digital aerial imagery: scale, texture and image objects

No abstract is available for this paper.

• Publication year

  2011

• Venue

  International Journal of Remote Sensing

• Publication date

  2011-05-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1080/01431161003745608
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Assessing the Accuracy of Remotely Sensed Data: Principles and Practices

  2010cited by this paper
• GEOBIA vegetation mapping in Great Smoky Mountains National Park with spectral and non-spectral ancillary information.

  2010cited by this paper
• Forest Type Mapping using Object-specific Texture Measures from Multispectral Ikonos Imagery: Segmentation Quality and Image Classification Issues

  2009cited by this paper
• Estimation of optimal image object size for the segmentation of forest stands with multispectral IKONOS imagery

  2008cited by this paper
• Image objects and geographic objects

  2008cited by this paper
• Multi-scale functional mapping of tidal marsh vegetation using object-based image analysis

  2008cited by this paper
• Object-Based Image Analysis

  2008cited by this paper
• Size-constrained Region Merging (SCRM): An Automated Delineation Tool for Assisted Photointerpretation

  2008cited by this paper
• The Importance of Scale in Object-based Mapping of Vegetation Parameters with Hyperspectral Imagery

  2007cited by this paper
• Change Detection Mapping and Analysis of Salt Marsh Areas of Central Southern England from Hurst Castle Spit to Pagham Harbour

  2007cited by this paper
• High-spatial-resolution remote sensing

  2006cited by this paper
• Multispectral Image Analysis Using the Object-Oriented Paradigm

  2006cited by this paper
• Object-based Detailed Vegetation Classification with Airborne High Spatial Resolution Remote Sensing Imagery

  2006cited by this paper
• An investigation of salt marsh dieback in Georgia using field transplants

  2006cited by this paper
• Image and Texture Segmentation Using Local Spectral Histograms

  2006cited by this paper
• Automated classification of landform elements using object-based image analysis

  2006cited by this paper
• Adaptive scale fixing for multiscale texture segmentation

  2006cited by this paper
• XOMBINED SPECTRAL AND SPATIAL PROCESSING OF ERTS IMAGERY DATA

  2006cited by this paper
• Texture-based landform segmentation of LiDAR imagery

  2005cited by this paper
• Segmentation of very high spatial resolution satellite images in urban areas for segment-based classification

  2005cited by this paper
• Leaf Optical Property Changes Associated with the Occurrence of Spartina alterniflora Dieback in Coastal Louisiana Related to Remote Sensing Mapping

  2005cited by this paper
• A multiscale texture analysis procedure for improved forest stand classification

  2004cited by this paper
• Comparison of IKONOS and QuickBird images for mapping mangrove species on the Caribbean coast of Panama

  2004cited by this paper
• Integration of object-based and pixel-based classification for mapping mangroves with IKONOS imagery

  2004cited by this paper
• Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information

  2004cited by this paper
• Object-based contextual image classification built on image segmentation

  2003cited by this paper
• Texture classification of logged forests in tropical Africa using machine-learning algorithms

  2003cited by this paper
• A multi-scale segmentation/object relationship modelling methodology for landscape analysis

  2003cited by this paper
• Improved landsat-based forest mapping in steep mountainous terrain

  2003cited by this paper
• An experimental study on spectral discrimination capability of a backpropagation neural network classifier

  2003cited by this paper
• SCALE AND TEXTURE IN DIGITAL IMAGE CLASSIFICATION

  2002cited by this paper
• Wavelet-based rotational invariant roughness features for texture classification and segmentation

  2002cited by this paper
• What’s wrong with pixels? Some recent developments interfacing remote sensing and GIS

  2001cited by this paper
• Potential and problems of multi-scale segmentation methods in remote sensing

  2001cited by this paper
• Using spatial Co-occurrence texture to increase forest structure and species composition classification accuracy

  2001cited by this paper
• The C++ Programming Language: Special Edition

  2000cited by this paper
• Assessing the accuracy of remotely sensed data : principles and practices

  1998cited by this paper
• An object-specific image-texture analysis of H-resolution forest imagery☆

  1996cited by this paper
• Combining Spectral and Texture Data in the Segmentation of Remotely Sensed Images

  1996cited by this paper
• Remote sensing and the measurement of geographical entities in a forested environment. 1. The scale and spatial aggregation problem

  1994cited by this paper
• Evaluation of measurement errors in ground surface reflectance for satellite calibration

  1992cited by this paper
• Evaluation Of The Grey-level Co-occurrence Matrix Method For Land-cover Classification Using Spot Imagery

  1990cited by this paper
• Cloud field classification based upon high spatial resolution textural features: 2. Simplified vector approaches

  1989cited by this paper
• The use of variograms in remote sensing: I

  1988cited by this paper
• The factor of scale in remote sensing

  1987cited by this paper
• On the nature of models in remote sensing

  1986cited by this paper
• Introductory Digital Image Processing: A Remote Sensing Perspective

  1986cited by this paper
• International Journal of Remote Sensing

  year unknowncited by this paper
• Statistical and Structural Approaches to Texture

  year unknowncited by this paper

• Learning with less: label-efficient land cover classification at very high spatial resolution using self-supervised deep learning

  2025cites this paper
• Impacts of sea-access roads on wetland landscape dynamics in the Yellow River Delta front

  2023cites this paper
• SMALL WETLANDS IN THE BRAZILIAN SAVANNA(CERRADO): AN UNDERESTIMATED FRESHWATER RESOURCE

  2023cites this paper
• Multi-temporal high-resolution marsh vegetation mapping using unoccupied aircraft system remote sensing and machine learning

  2023cites this paper
• Can Plot-Level Photographs Accurately Estimate Tundra Vegetation Cover in Northern Alaska?

  2023cites this paper
• Local climate zone mapping using remote sensing: a synergetic use of daytime multi-view Ziyuan-3 stereo imageries and Luojia-1 nighttime light data

  2023cites this paper
• Assessment of UAS Photogrammetry and Planet Imagery for Monitoring Water Levels around Railway Tracks

  2023cites this paper
• Transferability of Recursive Feature Elimination (RFE)-Derived Feature Sets for Support Vector Machine Land Cover Classification

  2022cites this paper
• Effect of Image-Processing Routines on Geographic Object-Based Image Analysis for Mapping Glacier Surface Facies from Svalbard and the Himalayas

  2022cites this paper
• Pixel- and Object-Based Ensemble Learning for Forest Burn Severity Using USGS FIREMON and Mediterranean Condition dNBRs in Aegean Ecosystem (Turkey)

  2022cites this paper
• Mapping Roofing with Asbestos-Containing Material by Using Remote Sensing Imagery and Machine Learning-Based Image Classification: A State-of-the-Art Review

  2022cites this paper
• Large-Scale Debris Cover Glacier Mapping Using Multisource Object-Based Image Analysis Approach

  2022cites this paper
• Iterative Training Sample Expansion to Increase and Balance the Accuracy of Land Classification From VHR Imagery

  2021cites this paper
• Segmentation Scale Effect Analysis in the Object-Oriented Method of High-Spatial-Resolution Image Classification

  2021cites this paper
• Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies - Part 2: Recommendations and Best Practices

  2021cites this paper
• Integrating Aerial LiDAR and Very-High-Resolution Images for Urban Functional Zone Mapping

  2021cites this paper
• Knowledge and Geo-Object Based Graph Convolutional Network for Remote Sensing Semantic Segmentation

  2021cites this paper
• Spatial assessment of seagrass ecosystem using the Unmanned Aerial Vehicle (UAV) in Teluk Awur, Coastal Water of Jepara

  2021cites this paper
• Monitoring the seagrass ecosystem using the unmanned aerial vehicle (UAV) in coastal water of Jepara

  2021cites this paper
• Optimal segmentation scale selection and evaluation of cultivated land objects based on high-resolution remote sensing images with spectral and texture features

  2021cites this paper
• A UAV-based framework for crop lodging assessment

  2021cites this paper
• Mapping the Topographic Features of Mining-Related Valley Fills Using Mask R-CNN Deep Learning and Digital Elevation Data

  2020cites this paper
• Unsupervised Parameterization for Optimal Segmentation of Agricultural Parcels from Satellite Images in Different Agricultural Landscapes

  2020cites this paper
• Semiautomated Identification and Characterization of Dunes at Hargraves Crater, Mars

  2020cites this paper
• A Framework for Unsupervised Wildfire Damage Assessment Using VHR Satellite Images with PlanetScope Data

  2020cites this paper
• Remotely sensed impact of flow alteration on Swiss floodplains

  2020cites this paper
• A High-Resolution Remote Sensing Images Segmentation Algorithm Based on PCA and Fuzzy C-Means

  2020cites this paper
• A Review of Satellite Remote Sensing Techniques of River Delta Morphology Change

  2020cites this paper
• Direction 2 : Use of automated pattern recognition techniques , universal applicability and 71 algorithm transferability across platforms

  2020cites this paper
• Simple Nonlinear Iterative Temporal Clustering

  2020cites this paper
• Object Based Image Segmentation Algorithm of SAGA GIS for Detecting Urban Spaces in Yaoundé, Cameroon

  2020cites this paper
• Monitoring the spatio-temporal dynamics of the wetland vegetation in Poyang Lake by Landsat and MODIS observations.

  2020cites this paper
• Deep learning Using Physically-Informed Input Data for Wetland Identification

  2020cites this paper
• March of the mangroves: Drivers of encroachment into southern temperate saltmarsh

  2020cites this paper
• Semi-Automated Analysis of Digital Photographs for Monitoring East Antarctic Vegetation

  2020cites this paper
• Scale Sequence Joint Deep Learning (SS-JDL) for land use and land cover classification

  2020cites this paper
• Bidirectional Segmented Detection of Land Use Change Based on Object-Level Multivariate Time Series

  2020cites this paper
• Leveraging OSM and GEOBIA to Create and Update Forest Type Maps

  2020cites this paper
• Hierarchical Geographic Object-Based Vegetation Type Extraction Based on Multi-Source Remote Sensing Data

  2020cites this paper
• Coastal eye : monitoring coastal environments using lightweight drones

  2019cites this paper
• Evaluation of crop mapping on fragmented and complex slope farmlands through random forest and object-oriented analysis using unmanned aerial vehicles

  2019cites this paper
• Object-based classifi cation of cloudy coastal areas using medium-resolution optical and SAR images for vulnerability assessment of marine disaster

  2019cites this paper
• Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

  2019cites this paper
• OBJECT-BASED IMAGE ANALYSIS APPLIED FOR DIFFERENT STAGES OF RUBBER PLANTATIONS MAPPING USING THAICHOTE SATELLITE DATA

  2019cites this paper
• Integration of Convolutional Neural Networks and Object-Based Post-Classification Refinement for Land Use and Land Cover Mapping with Optical and SAR Data

  2019cites this paper
• Salt Marsh Health and Biomass Responses to a Changing Environment

  2019influential citation
• Combining spectral and texture features for aquatic plant species classification. A comparison of remote sensing data

  2019cites this paper
• Object-based crop pattern detection from IKONOS satellite images in agricultural areas

  2019cites this paper
• Aliens, Aircraft, and Accuracies: Surveying for Understory Invasive Plants Using Unmanned Aerial Systems

  2019cites this paper
• Using Multi-Sensor Satellite Images and Auxiliary Data in Updating and Assessing the Accuracies of Urban Land Products in Different Landscape Patterns

  2019cites this paper
• Direct, ECOC, ND and END Frameworks - Which One Is the Best? An Empirical Study of Sentinel-2A MSIL1C Image Classification for Arid-Land Vegetation Mapping in the Ili River Delta, Kazakhstan

  2019cites this paper
• Detailed Urban Land Use Land Cover Classification at the Metropolitan Scale Using a Three-Layer Classification Scheme

  2019cites this paper
• Spatiotemporal Mapping and Monitoring of Whiting in the Semi-Enclosed Gulf Using Moderate Resolution Imaging Spectroradiometer (MODIS) Time Series Images and a Generic Ensemble Tree-Based Model

  2019cites this paper
• Building Extraction from UAV Images Jointly Using 6D-SLIC and Multiscale Siamese Convolutional Networks

  2019cites this paper
• Coastal Aquaculture Mapping from Very High Spatial Resolution Imagery by Combining Object-Based Neighbor Features

  2019influential citation
• A generic remote sensing approach to derive operational essential biodiversity variables (EBVs) for conservation planning

  2018cites this paper
• Using LiDAR and GEOBIA for automated extraction of eighteenth–late nineteenth century relict charcoal hearths in southern New England

  2018cites this paper
• Monitoring Salt Marsh Condition and Change with Satellite Remote Sensing

  2018cites this paper
• Using convolutional neural network to identify irregular segmentation objects from very high-resolution remote sensing imagery

  2018cites this paper
• Robust quantification of riverine land cover dynamics by high-resolution remote sensing

  2018cites this paper
• Evidential split-and-merge: Application to object-based image analysis

  2018cites this paper
• Mapping Mangrove Forests Based on Multi-Tidal High-Resolution Satellite Imagery

  2018cites this paper
• Identifying Generalizable Image Segmentation Parameters for Urban Land Cover Mapping through Meta-Analysis and Regression Tree Modeling

  2018cites this paper
• Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis

  2018cites this paper
• Multiscale Optimized Segmentation of Urban Green Cover in High Resolution Remote Sensing Image

  2018cites this paper
• Multi-Scale Object Histogram Distance for LCCD Using Bi-Temporal Very-High-Resolution Remote Sensing Images

  2018cites this paper
• A Region Merging Segmentation with Local Scale Parameters: Applications to Spectral and Elevation Data

  2018cites this paper
• Spatial assessment of intertidal seagrass meadows using optical imaging systems and a lightweight drone

  2018cites this paper
• Monitoring land cover change with LiDAR and aerial imagery in Christchurch, New Zealand

  2018cites this paper
• Active learning for object-based image classification using predefined training objects

  2018cites this paper
• Very high resolution remote sensing image classification with SEEDS-CNN and scale effect analysis for superpixel CNN classification

  2018cites this paper
• What good are unmanned aircraft systems for agricultural remote sensing and precision agriculture?

  2018cites this paper
• Investigating the utility of LiDAR for modelling forest canopy gaps and species classification

  2018influential citation
• Exponentially sampling scale parameters for the efficient segmentation of remote-sensing images

  2018cites this paper
• Mapping vegetation with remote sensing and GIS data using object-based analysis and machine learning algorithms

  2018cites this paper
• Uncertainty of Object-Based Image Analysis for Drone Survey Images

  2017cites this paper
• A Novel Unsupervised Segmentation Quality Evaluation Method for Remote Sensing Images

  2017cites this paper
• Object-Oriented Random Forest for High Resolution Land Cover Mapping Using Quickbird-2 Imagery

  2017cites this paper
• Improved Building Roof Type Classification Using Correlation-Based Feature Selection and Gain Ratio Algorithms

  2017cites this paper
• Metodología para la detección de huecos o baches en vías terciarias urbanas a partir de imágenes de alta resolución espacial, usando técnicas de Geobia y Lógica difusa

  2017influential citation
• A comparison of unsupervised segmentation parameter optimization approaches using moderate- and high-resolution imagery

  2017cites this paper
• A Novel Wrapper Approach for Feature Selection in Object-Based Image Classification Using Polygon-Based Cross-Validation

  2017cites this paper
• Improving accuracy of LiDAR-derived digital terrain models for saltmarsh management

  2017cites this paper
• Toward combining thematic information with hierarchical multiscale segmentations using tree Markov random field model

  2017cites this paper
• Fusion of RADARSAT-2 and multispectral optical remote sensing data for LULC extraction in a tropical agricultural area

  2017cites this paper
• Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach

  2017cites this paper
• Monitoring Antarctic bryophyte communities in a time of change

  2017cites this paper
• A review of supervised object-based land-cover image classification

  2017cites this paper
• Using mixed objects in the training of object-based image classifications

  2017influential citation
• Opportunities and Constraints in Characterizing Landscape Distribution of an Invasive Grass from Very High Resolution Multi-Spectral Imagery

  2017cites this paper
• Mapping salt marsh dieback and condition in South Carolina’s North Inlet-Winyah Bay National Estuarine Research Reserve using remote sensing

  2017cites this paper
• Salt Marsh Monitoring in Jamaica Bay, New York from 2003 to 2013: A Decade of Change from Restoration to Hurricane Sandy

  2017cites this paper
• Data Fusion for Evaluation of Woodland Parameters

  2017cites this paper
• The Fisher Kernel Coding Framework for High Spatial Resolution Scene Classification

  2016cites this paper
• A Survey on Object Detection in Optical Remote Sensing Images

  2016cites this paper
• Comparison of Manual Mapping and Automated Object-Based Image Analysis of Non-Submerged Aquatic Vegetation from Very-High-Resolution UAS Images

  2016cites this paper
• The optimal parameter combination for vehicle detection from worldview-2 imagery

  2016cites this paper
• Combining QuickBird, LiDAR, and GIS topography indices to identify a single native tree species in a complex landscape using an object-based classification approach

  2016cites this paper
• An Object-Based Image Analysis Approach for Detecting Penguin Guano in very High Spatial Resolution Satellite Images

  2016cites this paper
• A REGION-BASED MULTI-SCALE APPROACH FOR OBJECT-BASED IMAGE ANALYSIS

  2016cites this paper