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Review Articles

Image and data fusion in remote sensing of urban areas: status issues and research trends

Pages 2-12 | Received 01 Aug 2013, Accepted 21 Sep 2013, Published online: 12 Nov 2013

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Jiping Liu, Milan Konečný, Qingyun Du, Shenghua Xu, Fu Ren & Xianghong Che. (2021) The latest progress of data fusion for integrated disaster reduction intelligence service. International Journal of Image and Data Fusion 12:4, pages 265-267.
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Filsa Bioresita, Anne Puissant, André Stumpf & Jean-Philippe Malet. (2019) Fusion of Sentinel-1 and Sentinel-2 image time series for permanent and temporary surface water mapping. International Journal of Remote Sensing 40:23, pages 9026-9049.
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Shruti Gupta, Dharmendra Singh & Sandeep Kumar. (2017) Fusion of texture and wavelet features of PALSAR image using LDA and PCA for land cover classification. International Journal of Image and Data Fusion 8:4, pages 354-374.
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Amit Kokje, Jay Gao & C. R. de Freitas. (2017) A hybrid data fusion approach to the hierarchical mapping of land-cover types in the urban core. International Journal of Remote Sensing 38:19, pages 5338-5356.
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Qing Guo, Manfred Ehlers, Qu Wang, Christine Pohl, Sabine Hornberg & An Li. (2017) Ehlers pan-sharpening performance enhancement using HCS transform for n-band data sets. International Journal of Remote Sensing 38:17, pages 4974-5002.
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A. Hadavand, M. Saadatseresht & S. Homayouni. (2017) Segmentation parameter selection for object-based land-cover mapping from ultra high resolution spectral and elevation data. International Journal of Remote Sensing 38:12, pages 3586-3607.
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N. Parihar, V.S. Rathore & Shiv Mohan. (2017) Combining ALOS PALSAR and AVNIR-2 data for effective land use/land cover classification in Jharia coalfields region. International Journal of Image and Data Fusion 8:2, pages 130-147.
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Iftikhar U. Sikder. (2016) A variable precision rough set approach to knowledge discovery in land cover classification. International Journal of Digital Earth 9:12, pages 1206-1223.
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Peter Caccetta, Simon Collings, Andrew Devereux, Kassell Hingee, Don McFarlane, Anthony Traylen, Xiaoliang Wu & Zheng-Shu Zhou. (2016) Monitoring land surface and cover in urban and peri-urban environments using digital aerial photography. International Journal of Digital Earth 9:5, pages 457-475.
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Chi Zhang, Yaoliang Chen & Dengsheng Lu. (2015) Mapping the land-cover distribution in arid and semiarid urban landscapes with Landsat Thematic Mapper imagery. International Journal of Remote Sensing 36:17, pages 4483-4500.
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Chang-Jiang Zhang, Yuan Chen, Chunjiang Duanmu & Hua-Jun Feng. (2014) Multi-channel satellite cloud image fusion in the tetrolet transform domain. International Journal of Remote Sensing 35:24, pages 8138-8168.
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Juzi Xia. (2022) A Model of Urban Economic Resilience Development with Multisource Data Fusion. Mathematical Problems in Engineering 2022, pages 1-7.
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Yann Forget, Michal Shimoni, Marius Gilbert & Catherine Linard. (2021) Mapping 20 Years of Urban Expansion in 45 Urban Areas of Sub-Saharan Africa. Remote Sensing 13:3, pages 525.
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Prakash Ghimire, Deng Lei & Nie Juan. (2020) Effect of Image Fusion on Vegetation Index Quality—A Comparative Study from Gaofen-1, Gaofen-2, Gaofen-4, Landsat-8 OLI and MODIS Imagery. Remote Sensing 12:10, pages 1550.
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Ran Goldblatt, Nicholas Jones & Jenny Mannix. (2020) Assessing OpenStreetMap Completeness for Management of Natural Disaster by Means of Remote Sensing: A Case Study of Three Small Island States (Haiti, Dominica and St. Lucia). Remote Sensing 12:1, pages 118.
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Leena Matikainen, Miloš Pandžić, Fashuai Li, Kirsi Karila, Juha Hyyppä, Paula Litkey, Antero Kukko, Matti Lehtomäki, Mika Karjalainen & Eetu Puttonen. (2019) Toward utilizing multitemporal multispectral airborne laser scanning, Sentinel-2, and mobile laser scanning in map updating. Journal of Applied Remote Sensing 13:04, pages 1.
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Arnaud Le Bris, Nesrine Chehata, Walid Ouerghemmi, Cyril Wendl, Tristan Postadjian, Anne Puissant & Clément Mallet. 2019. Multimodal Scene Understanding. Multimodal Scene Understanding 341 382 .
Romuald Kaczynski, Agnieszka Jenerowicz, Katarzyna Siok & Anna Schismak. (2018) Data fusion for high accuracy classification of urban areas. Data fusion for high accuracy classification of urban areas.
Ksenia Bittner, Fathalrahman Adam, Shiyong Cui, Marco Korner & Peter Reinartz. (2018) Building Footprint Extraction From VHR Remote Sensing Images Combined With Normalized DSMs Using Fused Fully Convolutional Networks. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11:8, pages 2615-2629.
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Yann Forget, Catherine Linard, Marius Gilbert, Michal Shimoni & Juanfran Lopez. (2018) Fusion Scheme for Automatic and Large-Scaled Built-up Mapping. Fusion Scheme for Automatic and Large-Scaled Built-up Mapping.
Ran Goldblatt, Klaus Deininger & Gordon Hanson. (2018) Utilizing publicly available satellite data for urban research: Mapping built-up land cover and land use in Ho Chi Minh City, Vietnam. Development Engineering 3, pages 83-99.
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C. Small, A. Okujeni, S. van der Linden & B. Waske. 2018. Comprehensive Remote Sensing. Comprehensive Remote Sensing 96 127 .
Wenzhi Liao, Jocelyn Chanussot & Wilfried Philips. 2018. Mathematical Models for Remote Sensing Image Processing. Mathematical Models for Remote Sensing Image Processing 243 275 .
Theodosia Vardoulaki, Maria Vakalopoulou & Konstantinos Karantzalos. (2017) Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning. Per city-block, density estimation at build-up areas from aerial RGB imagery with deep learning.
Hernán Santa María, Matías A. Hube, Felipe Rivera, Catalina Yepes-Estrada & Jairo A. Valcárcel. (2016) Development of national and local exposure models of residential structures in Chile. Natural Hazards 86:S1, pages 55-79.
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Michael Schmitt & Xiao Xiang Zhu. (2016) Data Fusion and Remote Sensing: An ever-growing relationship. IEEE Geoscience and Remote Sensing Magazine 4:4, pages 6-23.
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Christine Pohl & John van Genderen. 2016. Remote Sensing Image Fusion. Remote Sensing Image Fusion 171 232 .
Christine Pohl & John van Genderen. 2016. Remote Sensing Image Fusion. Remote Sensing Image Fusion 1 50 .
Frederik Priem & Frank Canters. (2016) Synergistic Use of LiDAR and APEX Hyperspectral Data for High-Resolution Urban Land Cover Mapping. Remote Sensing 8:10, pages 787.
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C Pohl. (2016) Multisensor image fusion guidelines in remote sensing. IOP Conference Series: Earth and Environmental Science 34, pages 012026.
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Chandi Witharana, Michelle A. LaRue & Heather J. Lynch. (2016) Benchmarking of data fusion algorithms in support of earth observation based Antarctic wildlife monitoring. ISPRS Journal of Photogrammetry and Remote Sensing 113, pages 124-143.
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波 李. (2016) A Multiple Bands Pixel Shape Index for Classification of LiDAR and Hyperspectral Data. Geomatics Science and Technology 04:04, pages 117-127.
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Andreas Salentinig & Paolo Gamba. (2015) Combining SAR-Based and Multispectral-Based Extractions to Map Urban Areas at Multiple Spatial Resolutions. IEEE Geoscience and Remote Sensing Magazine 3:3, pages 100-112.
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Fabio Dell'Acqua. (2015) An Education Experience in Data Fusion and Remote Sensing: The Pavia International Summer School Series [Education]. IEEE Geoscience and Remote Sensing Magazine 3:3, pages 130-147.
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Alejandra A. Lopez-Caloca. (2015) Data fusion approach for Urban area identification using multisensor information. Data fusion approach for Urban area identification using multisensor information.
Jinghui Yang, Jixian Zhang & Guoman Huang. (2014) A Parallel Computing Paradigm for Pan-Sharpening Algorithms of Remotely Sensed Images on a Multi-Core Computer. Remote Sensing 6:7, pages 6039-6063.
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