Keyword

object-based image analysis

Description: A remote-sensing method that groups image pixels into meaningful objects for classification and spatial analysis.

Primary topic: Remote-Sensing Image Classification (52%)

Wikidata ID: wiki/Q2011661

OpenAlex ID: keywords/object-based-image-analysis

Object based image analysis for remote sensing

2009 · T. Blaschke · ISPRS Journal of Photogrammetry and Remote Sensing · 4,497

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Assessing the Accuracy of Remotely Sensed Data

1998 · Russell Congalton, Kass Green · Mapping sciences series/Mapping science · 3,425

Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information

2003 · Ursula C. Benz, Peter Hofmann, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2,532

Deep learning in remote sensing applications: A meta-analysis and review

2019 · Lei Ma, Yu Liu, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2,434

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Change detection from remotely sensed images: From pixel-based to object-based approaches

2013 · Masroor Hussain, Dongmei Chen, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 1,510

A survey on object detection in optical remote sensing images

2016 · Gong Cheng, Junwei Han · ISPRS Journal of Photogrammetry and Remote Sensing · 1,477

Per-pixel vs. object-based classification of urban land cover extraction using high spatial resolution imagery

2011 · Soe W. Myint, Patricia Gober, et al. · Remote Sensing of Environment · 1,240

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

2011 · Dennis C. Duro, Steven E. Franklin, et al. · Remote Sensing of Environment · 990

Assessing the Accuracy of Remotely Sensed Data

2019 · Russell G. Congalton, Kass Green · CRC Press eBooks · 963

First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe

2016 · Markus Immitzer, Francesco Vuolo, et al. · Remote Sensing · 949

Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis

2017 · Mariana Belgiu, Ovidiu Csillik · Remote Sensing of Environment · 924

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A review of supervised object-based land-cover image classification

2017 · Lei Ma, Manchun Li, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 902

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ESP: a tool to estimate scale parameter for multiresolution image segmentation of remotely sensed data

2010 · Lucian Drǎguţ, Dirk Tiede, et al. · International Journal of Geographical Information Systems · 806

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Object-based Detailed Vegetation Classification with Airborne High Spatial Resolution Remote Sensing Imagery

2006 · Qian Yu, Peng Gong, et al. · Photogrammetric Engineering & Remote Sensing · 771

Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data

2012 · Markus Immitzer, Clement Atzberger, et al. · Remote Sensing · 755

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Object-oriented mapping of landslides using Random Forests

2011 · André Stumpf, Norman Kerle · Remote Sensing of Environment · 734

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Segmentation for Object-Based Image Analysis (OBIA): A review of algorithms and challenges from remote sensing perspective

2019 · Mohammad D. Hossain, Dongmei Chen · ISPRS Journal of Photogrammetry and Remote Sensing · 700

Object-based crop identification using multiple vegetation indices, textural features and crop phenology

2011 · José M. Peña-Barragán, Moffatt K. Ngugi, et al. · Remote Sensing of Environment · 629

Automated parameterisation for multi-scale image segmentation on multiple layers

2014 · L. Drăguţ, O. Csillik, et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 623

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Object-Based Image Analysis

2008 · Cartwright, William, Peterson, Michael P, et al. · Lecture notes in geoinformation and cartography · 586

Object-based classification of remote sensing data for change detection

2003 · Volker Walter · ISPRS Journal of Photogrammetry and Remote Sensing · 543

A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information

2014 · Miao Li, Shuying Zang, et al. · European Journal of Remote Sensing · 539

Object-based change detection

2012 · Gang Chen, Geoffrey J. Hay, et al. · International Journal of Remote Sensing · 534

Building damage assessment for rapid disaster response with a deep object-based semantic change detection framework: From natural disasters to man-made disasters

2021 · Zhuo Zheng, Yanfei Zhong, et al. · Remote Sensing of Environment · 528

Automated classification of landform elements using object-based image analysis

2006 · Lucian Drăguţ, Thomas Blaschke · Geomorphology · 521

Works count: 8,331

Citation count: 157,700