A Comparative Study of U-Nets with Various Convolution Components for Building Extraction (English)
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- New search for: Tang, Ping
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- New search for: Huang, Qingqing
In:
2019 Joint Urban Remote Sensing Event (JURSE)
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2019
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ISSN:
- Conference paper / Electronic Resource
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Title:A Comparative Study of U-Nets with Various Convolution Components for Building Extraction
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Contributors:
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Published in:
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Publisher:
- New search for: IEEE
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Publication date:2019-05-01
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Size:2366020 byte
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ISBN:
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ISSN:
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DOI:
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Type of media:Conference paper
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents conference proceedings
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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Mapping slums and model population density using earth observation data and open source solutionsGrippa, Tais / Georganos, Stefanos / Vanhuysse, Sabine / Lennert, Moritz / Mboga, Nicholus / Wolff, Eleonore et al. | 2019
- 1
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Multi-label Aerial Image Classification using A Bidirectional Class-wise Attention NetworkHua, Yuansheng / Mou, Lichao / Zhu, Xiao Xiang et al. | 2019
- 1
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Rasterization strategies for airborne LiDAR classification using attribute profilesGuiotte, Florent / Lefevre, Sebastien / Corpetti, Thomas et al. | 2019
- 1
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Remote sensing-supported generation of surface descriptors for a highly detailed urban climate modelHeldens, Wieke / Maronga, Bjorn / Zeidler, Julian / Kanani-Suhring, Farah / Hanke, Wiebke / Esch, Thomas et al. | 2019
- 1
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SAR Image Despeckling Using Pre-trained Convolutional Neural Network ModelsYang, Xiangli / Denis, Loic / Tupin, Florence / Yang, Wen et al. | 2019
- 1
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Improving the SLEUTH urban growth model via temporal consistency in urban input dataKaewthani, Sarochinee / Keeratikasikorn, Chaiyapon et al. | 2019
- 1
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Synthetic Aperture Radar Tomography for Change Detection ApplicationsDominguez, Elias Mendez / Small, David / Henke, Daniel et al. | 2019
- 1
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Robust CNNs for detecting collapsed buildings with crowd-sourced dataGibson, Matthew J. / Kaushik, Dhruv / Sowmya, Arcot et al. | 2019
- 1
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Satellite-based Emergency Notification System to Support Cities During Extreme Temperature EventsKeramitsolgou, Iphigenia / Katsouyanni, Klea / Sismanidis, Panagiotis / Tsontzou, Anastasia / Myrivili, Eleni / Bogonikolos, Nikos / Kiranoudis, Chris T. et al. | 2019
- 1
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Improved Visual Vocabularies for Scene Classification of High Resolution Remote Sensing Imagery in Urban AreasZhao, Lijun / Tang, Ping et al. | 2019
- 1
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Forecasting of the Nighttime Surface Urban Heat Islands under Clear-skyLai, Jiameng / Zhan, Wenfeng / Jiang, Sida et al. | 2019
- 1
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Seasonal Surface Urban Heat Island AnalysisBechtel, Benjamin / Sismanidis, Panagiotis / Voogt, James / Zhan, Wenfeng et al. | 2019
- 1
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A Satellite-derived Heating- and Cooling-Degrees Geospatial Dataset: Results for AntwerpSismanidis, Panagiotis / Keramitsolgou, Iphigenia / Tsontzou, Anastasia / Bechtel, Benjamin / Barberis, Stefano / Kiranoudis, Chris T. et al. | 2019
- 1
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Challenges of mapping the missing spacesGevaert, Caroline M. / Kohli, Divyani / Kuffer, Monika et al. | 2019
- 1
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Weakly Supervised Semantic Segmentation of Satellite ImagesNivaggioli, Adrien / Randrianarivo, Hicham et al. | 2019
- 1
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Building Change Detection Based on Deep Learning and Belief FunctionYuan, Xiangtian / Tian, Jiaojiao / Reinartz, Peter et al. | 2019
- 1
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Using remote sensing data and cluster algorithms to structure citiesTiessen, Thomas / Friesen, John / Rausch, Lea / Pelz, Peter F. et al. | 2019
- 1
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Land Surface Temperature Retrieval over Urban areas from simulated TRISHNA dataAurelie, Michel / Laure, Roupioz / Carlos, Granero Belinchon / Xavier, Briottet et al. | 2019
- 1
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Urban surface recovery through graph-cuts over SAR tomographic reconstructionRambour, Clement / Denis, Loic / Tupin, Florence / Oriot, Helene et al. | 2019
- 1
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Identification of roof materials in high-resolution multispectral images for urban planning and monitoringBraun, Andreas / Warth, Gebhard / Bachofer, Felix / Hochschild, Volker et al. | 2019
- 1
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Human settlement and infrastructure monitoring with hyperspectral imagingMarinoni, Andrea / Heiden, Uta / Gamba, Paolo et al. | 2019
- 1
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High-Resolution Adaptive 3-D Urban Reconstruction Using Frugal Polarimetric Tomographic SAR Focusing TechniquesHuang, Yue / Ferro-Famil, Laurent et al. | 2019
- 1
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The Urban Thematic Exploitation Platform - Processing, Analysing and Visualization of Heterogeneous Data for Urban ApplicationsBachofer, Felix / Esch, Thomas / Balhar, Jakub / Boettcher, Martin / Boissier, Enguerran / Brito, Fabrice / Marconcini, Mattia / Metz-Marconcini, Annekatrin / Paganini, Marc / Soukup, Tomas et al. | 2019
- 1
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Spatio-Temporal Urban Growth Pattern in the Arctic: A Case Study in Surgut, RussiaOURNG, Chanvoleak / VAGUET, Yvette / DERKACHEVA, Anna et al. | 2019
- 1
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Improving land-cover classification accuracy with a patch-based convolutional neural network: data augmentation and purposive samplingSong, Hunsoo / Kim, Yongil et al. | 2019
- 1
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Studying of urban features by the multifunctional approach to LiDAR data processingKostrikov, Sergiy / Pudlo, Rostyslav / Kostrikova, Anna / Bubnov, Dmitry et al. | 2019
- 1
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Identification of appropriate data sources and analysis software to monitor the growth of informal settlements in NamibiaAnnemarie, Enk / Carlos, de Wasseige et al. | 2019
- 1
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Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X InterferogramsShi, Yilei / Wang, Yuanyuan / Zhu, Xiao Xiang / Bamler, Richard et al. | 2019
- 1
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Mapping Human Settlements with Multi-seasonal Sentinel-2 Imagery and Attention-based ResNeXtQiu, Chunping / Schmitt, Michael / Taubenbock, Hannes / Zhu, Xiao Xiang et al. | 2019
- 1
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Mapping vegetation in urban areas using Sentinel-2Mudele, Oladimeji / Gamba, Paolo et al. | 2019
- 1
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BFGAN – building footprint extraction from satellite imagesShi, Yilei / Li, Qingyu / Zhu, Xiao Xiang et al. | 2019
- 1
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Regional Copernicus: foster end users uptake by co-designing regional EO-based products and services. An example with local and regional authorities (LRAs) in BrittanyJagaille, Marie / Bellec, Nicolas / Garello, Rene et al. | 2019
- 1
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Dense Dilated Convolutions Merging Network for Semantic Mapping of Remote Sensing Imagesliu, Qinghui / Kampffmeyer, Michael / Jenssen, Robert / Salberg, Arnt-Borre et al. | 2019
- 1
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An Application of Geographical Random Forests for Population Estimation in Dakar, Senegal using Very-High-Resolution Satellite ImageryGeorganos, Stefanos / Grippa, Tais / Gadiaga, Assane / Vanhuysse, Sabine / Kalogirou, Stamatis / Lennert, Moritz / Linard, Catherine et al. | 2019
- 1
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Deep Learning Models to Count Buildings in High-Resolution Overhead ImagesLobry, Sylvain / Tuia, Devis et al. | 2019
- 1
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Mapping the inundated area caused by the July 2018 Western Japan torrential rain using multi-temporal ALOS-2 dataLiu, Wen / Yamazaki, Fumio / Maruyama, Yoshihisa et al. | 2019
- 1
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What Data are needed for Semantic Segmentation in Earth Observation?Castillo-Navarro, J. / Audebert, N. / Boulch, A. / Le Saux, B. / Lefevre, S. et al. | 2019
- 1
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Learning geometric soft constraints for multi-view instance matching across street-level panoramasNassar, Ahmed Samy / Lang, Nico / Lefevre, Sebastien / Wegner, Jan D. et al. | 2019
- 1
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Modelling the impact of the urban spatial structure on the choice of residential location using ‘big earth data’ and machine learningWurm, Michael / Weigand, Matthias / Stark, Thomas / Goebel, Jan / Wagner, Gert G. / Taubenbock, Hannes et al. | 2019
- 1
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Towards combining Satellite Imagery and VGI for Urban LULC classificationIenco, Dino / Ose, Kenji / Weber, Christiane et al. | 2019
- 1
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Detection of Informal Graveyards in Lima using Fully Convolutional Network with VHR ImagesDebray, Henri / Kuffer, Monika / Persello, Claudio / Klaufus, Christien / Pfeffer, Karin et al. | 2019
- 1
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Towards the Reconstruction of Prismatic Building Models by SAR-Optical StereogrammetryBagheri, Hossein / Schmitt, Michael / Zhu, Xiao Xiang et al. | 2019
- 1
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Urban morpho-types classification from SPOT-6/7 imagery and Sentinel-2 time seriesBris, Arnaud Le / Chehata, Nesrine et al. | 2019
- 1
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The necessary yet complex evaluation of 3D city models: a semantic approachEnnafii, Oussama / Mallet, Clement / Bris, Arnaud Le / Lafarge, Florent et al. | 2019
- 1
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Identification of the London plane in urban alignment based on hyperspectral data and contextual informationAval, Josselin / Demuynck, Jean / Zenou, Emmanuel / Fabre, Sophie / Sheeren, David / Fauvel, Mathieu / Briottet, Xavier et al. | 2019
- 1
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Facade Segmentation from Oblique UAV ImageryZhuo, Xiangyu / Monks, Milena / Esch, Thomas / Reinartz, Peter et al. | 2019
- 1
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Improving the classification of urban tree diversity from Very High Spatial Resolution hyperspectral images: comparison of multiples techniquesCharlotte, BRABANT / Emilien, ALVAREZ-VANHARD / Thomas, HOUET et al. | 2019
- 1
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Europe’s socio-economic disparities reflected in settlement patterns derived from satellite dataTaubenbock, Hannes / Dahle, Felix / Geis, Christian / Wurm, Michael et al. | 2019
- 1
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Contextual Information Based SAR Tomography of Urban AreasBudillon, Alessandra / Johnsy, Angel C. / Schirinzi, Gilda et al. | 2019
- 1
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Users’ consultation process in building a land cover and land use database for the official Walloon GeoreferentialBenjamin, Beaumont / Nathalie, Stephenne / Laura, Van de Vyvere / Coraline, Wyard / Eric, Hallot et al. | 2019
- 1
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Automated Mapping Of Accessibility Signs With Deep Learning From Ground-level Imagery and Open DataNassar, Ahmed Samy / Lefevre, Sebastien et al. | 2019
- 1
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Spatiotemporal monitoring of surface temperature in an urban area using UAV imaging and tower-mounted radiometer measurementsStagakis, Stavros / Burud, Ingunn / Thiis, Thomas / Gaitani, Niki / Panagiotakis, Emmanouil / Lantzanakis, Giannis / Spyridakis, Nektarios / Chrysoulakis, Nektarios et al. | 2019
- 1
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Slum Mapping in Imbalanced Remote Sensing Datasets Using Transfer Learned Deep FeaturesStark, Thomas / Wurm, Michael / Taubenbock, Hannes / Zhu, Xiao Xiang et al. | 2019
- 1
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Scalable Gaussian Process models for dense temperature predictionGibson, Matthew J. / Dahl, Astrid et al. | 2019
- 1
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Thermal behavior and its seasonal and diurnal variability of urban green infrastructure in a mid-latitude city - BerlinVulova, Stenka / Kleinschmit, Birgit et al. | 2019
- 1
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Size Distributions for Morphological Slums in Asia and South AmericaFriesen, John / Lestakova, Michaela / Kaltenmorgen, Jens / Nahaganeshan, Suwaythan / Pelz, Peter F. / Taubenbock, Hannes / Wurm, Michael et al. | 2019
- 1
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Urban Scene Labeling Based on Multi-Modal Data Acquired from Aerial Sensor PlatformsWeinmann, Martin / Weinmann, Michael et al. | 2019
- 1
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A Novel Cost Function for Despeckling using Convolutional Neural NetworksFerraioli, Giampaolo / Pascazio, Vito / Vitale, Sergio et al. | 2019
- 1
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A Comparative Study of U-Nets with Various Convolution Components for Building ExtractionZhang, Wei / Tang, Ping / Zhao, Lijun / Huang, Qingqing et al. | 2019
- 1
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Do we underestimate the global slum population?Kuffer, Monika / Persello, Claudio / Pfeffer ITC, Karin / Sliuzas, Richard / Rao, Vinodkumar et al. | 2019
- 1
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Urban Applications of Nasa’s Black Marble Product SuiteStokes, Eleanor C. / Roman, Miguel O. / Wang, Zhuosen / Shrethsa, Ranjay M. / Yao, Tian / Kalb, Ginny et al. | 2019
- 1
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High spatial and temporal resolution Land Surface Temperature for surface energy fluxes estimationMitraka, Zina / Stagakis, Stavros / Lantzanakis, Giannis / Chrysoulakis, Nektarios / Feigenwinter, Christian / Grimmond, Sue et al. | 2019
- 1
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A multidimensional urban land cover change analysis in Tempe, AZZhao, Qunshan / Reynolds, Ryan / Wang, Chuyuan / Wentz, Elizabeth A. et al. | 2019
- 1
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Online Random Forests for Urban Area Classification from Polarimetric SAR ImagesHansch, Ronny / Hellwich, Olaf et al. | 2019
- 1
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Urban object classification with 3D Deep-LearningZegaoui, Younes / Chaumont, Marc / Subsol, Gerard / Borianne, Philippe / Derras, Mustapha et al. | 2019
- 1
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Mapping Poverty and Slums Using Multiple Methodologies in Accra, GhanaEngstrom, Ryan / Pavelesku, Dan / Tanaka, Tomomi / Wambile, Ayago et al. | 2019
- 1
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Can you see green or blue? On the necessity of visibility analysis of urban open spaces using Remote Sensing techniques and Geographic Information SystemsBolte, Anna-Maria / Kotter, Theo / Schuppe, Sophie et al. | 2019
- 1
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Large-scale building extraction in very high-resolution aerial imagery using Mask R-CNNStiller, Dorothee / Stark, Thomas / Wurm, Michael / Dech, Stefan / Taubenbock, Hannes et al. | 2019
- 1
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How dynamic are slums? EO-based assessment of Kibera’s morphologic transformationKraff, Nicolas J. / Taubenbock, Hannes / Wurm, Michael et al. | 2019
- 1
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The ‘urban’ component of the French Land Data and Services Centre (THEIA)Anne, Puissant / Arnaud, Selle / Nicolas, Baghdadi / Vincent, Thierion / Arnaud, Le Bris / Jean-Louis, Roujean et al. | 2019
- 1
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Weakly supervised fully convolutional networks using OBIA classification outputMboga, Nicholus / Georganos, Stefanos / Grippa, Tais / Lennert, Moritz / Vanhuysse, Sabine / Wolff, Eleonore et al. | 2019
- 1
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Modelling the urban heat island: sensitivity to land cover dataTop, Sara / Caluwaerts, Steven / Schaeybroeck, Bert Van / Hamdi, Rafiq / Duchene, Francois / Termonia, Piet et al. | 2019
- 1
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The Generic Slum Ontology: Can a Global Slum Repository be created?Kohli, Divyani / Kuffer, Monika / Gevaert, Caroline M. et al. | 2019
- 1
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Building Instance Classification using Social Media ImagesHoffmann, Eike Jens / Werner, Martin / Zhu, Xiao Xiang et al. | 2019
- 1
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Update and improvement of the European Settlement mapSabo, Filip / Corbane, Christina / Politis, Panagiotis / Pesaresi, Martino / Kemper, Thomas et al. | 2019
- 1
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Sensitivity of slum size distributions as a function of spatial parameters for slum classificationFriesen, John / Knoche, Christoph / Hartig, Jakob / Pelz, Peter F. / Taubenbock, Hannes / Wurm, Michael et al. | 2019
- 1
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Novelty detection in very high resolution urban scenes with Density ForestsWendl, Cyril / Marcos, Diego / Tuia, Devis et al. | 2019
- 1
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Superpixel-Based Urban Change Detection in SAR Images Using Optimal Transport DistancePeng, Dong / Yang, Wen / Li, Heng-Chao / Yang, Xiangli et al. | 2019
- 1
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Sensitivity of urban material classification to spatial and spectral configurations from visible to short-wave infraredBris, Arnaud Le / Chehata, Nesrine et al. | 2019
- 1
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Large-scale Building Height Estimation from Single VHR SAR image Using Fully Convolutional Network and GIS building footprintsSun, Yao / Hua, Yuansheng / Mou, Lichao / Zhu, Xiao Xiang et al. | 2019
- 1
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Evaluating the Relationship Between Contextual Features Derived from Very High Spatial Resolution Imagery and Urban Attributes: A Case Study in Sri LankaEngstrom, Ryan / Harrison, Robert / Mann, Michael / Fletcher, Amanda et al. | 2019
- 1
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Urban land cover analysis from satellite image time series based on temporal stabilityChelali, Mohamed / Kurtz, Camille / Puissant, Anne / Vincent, Nicole et al. | 2019
- 1
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Monitoring Urban Growth with Spatial Filtering of Satellite Image Time SeriesTuna, Caglayan / Merciol, Francois / Lefevre, Sebastien et al. | 2019
- 1
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Spatial characterisation of heat risk in the Brussels Capital Region, BelgiumVerdonck, Marie-leen / Demuzere, Matthias / Hooyberghs, Hans / Priem, Frederik / Van Coillie, Frieke et al. | 2019
- 1
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Urban Expansion Trajectories in China’s 36 Major CitiesShen, Yao / Shen, Huanfeng / Cheng, Qing / Huang, Liwen / Zhang, Liangpei et al. | 2019
- 1
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ES-CNN: An End-to-End Siamese Convolutional Neural Network for Hyperspectral Image ClassificationRao, Mengbin / Tang, Liang / Tang, Ping / Zhang, Zheng et al. | 2019
- 1
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Toward 3D Classification of Urban Area With Polarimetric SAR TomographyAghababee, H. / Feraioli, G. / Schirinzi, G. / Budillon, A. et al. | 2019
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Spatial relations of slums: size of slum clustersHartig, Jakob / Friesen, John / Pelz, Peter F. et al. | 2019
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