From multi-sensor aerial data to thermal and infrared simulation of semantic 3D models: Towards identification of urban heat islands

[1]  M. Pinar Mengüç,et al.  Thermal Radiation Heat Transfer , 2020 .

[2]  David H. Douglas,et al.  ALGORITHMS FOR THE REDUCTION OF THE NUMBER OF POINTS REQUIRED TO REPRESENT A DIGITIZED LINE OR ITS CARICATURE , 1973 .

[3]  J. Lienhard A heat transfer textbook , 1981 .

[4]  Jon Atli Benediktsson,et al.  A new approach for the morphological segmentation of high-resolution satellite imagery , 2001, IEEE Trans. Geosci. Remote. Sens..

[5]  T. Oke,et al.  Thermal remote sensing of urban climates , 2003 .

[6]  Leo Breiman,et al.  Random Forests , 2001, Machine Learning.

[7]  D. Lu,et al.  Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies , 2004 .

[8]  Paul A. Viola,et al.  Alignment by Maximization of Mutual Information , 1997, International Journal of Computer Vision.

[9]  Andrew Zisserman,et al.  A Statistical Approach to Texture Classification from Single Images , 2005, International Journal of Computer Vision.

[10]  V. Masson Urban surface modeling and the meso-scale impact of cities , 2006 .

[11]  Steven M. Seitz,et al.  Photo tourism: exploring photo collections in 3D , 2006, ACM Trans. Graph..

[12]  M. Santamouris,et al.  On the development, optical properties and thermal performance of cool colored coatings for the urban environment , 2007 .

[13]  H. Hirschmüller Stereo Processing by Semiglobal Matching and Mutual Information , 2008, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  V. Masson,et al.  Advances in Urban Climate Modeling , 2008, Annals of the New York Academy of Sciences.

[15]  George Vosselman,et al.  Building Reconstruction by Target Based Graph Matching on Incomplete Laser Data: Analysis and Limitations , 2009, Sensors.

[16]  Eric Galin,et al.  Heat Transfer Simulation for Modeling Realistic Winter Sceneries , 2010, Comput. Graph. Forum.

[17]  F. Haghighat,et al.  Approaches to study Urban Heat Island – Abilities and limitations , 2010 .

[18]  A method for obtaining and applying classification parameters in object-based urban rooftop extraction from VHR multispectral images , 2011 .

[19]  J. Voogt,et al.  High resolution thermo-radiative modeling of an urban fragment in Marseilles city center during the , 2011 .

[20]  J. Voogt,et al.  An urban neighborhood temperature and energy study from the CAPITOUL experiment with the SOLENE model , 2012, Theoretical and Applied Climatology.

[21]  Florent Lafarge,et al.  Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation , 2012, International Journal of Computer Vision.

[22]  Hui Lin,et al.  Semantic decomposition and reconstruction of residential scenes from LiDAR data , 2013, ACM Trans. Graph..

[23]  Wolfgang Middelmann,et al.  Combined airborne sensors in urban environment , 2013, Optics/Photonics in Security and Defence.

[24]  Florent Lafarge,et al.  A Hybrid Multiview Stereo Algorithm for Modeling Urban Scenes , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[25]  Dimitri Bulatov,et al.  Context-based automatic reconstruction and texturing of 3D urban terrain for quick-response tasks , 2014 .

[26]  S. J. Oude Elberink,et al.  Building modeling from noisy photogrammetric point clouds , 2014 .

[27]  W. Ostrowski,et al.  Use of satellite and ALS data for classification of roofing materials on the example of asbestos roof tile identification , 2015 .

[28]  Qian Zhang,et al.  Classification of Ultra-High Resolution Orthophotos Combined with DSM Using a Dual Morphological Top Hat Profile , 2015, Remote. Sens..

[29]  B. Bartos,et al.  FTOM-2D: a two-dimensional approach to model the detailed thermal behavior of nonplanar surfaces , 2015, SPIE Security + Defence.

[30]  J. Smith,et al.  Realistic Representation of Trees in an Urban Canopy Model , 2016, Boundary-Layer Meteorology.

[31]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[32]  Florent Lafarge,et al.  LOD Generation for Urban Scenes , 2015, ACM Trans. Graph..

[33]  Liangpei Zhang,et al.  Automatic Labelling and Selection of Training Samples for High-Resolution Remote Sensing Image Classification over Urban Areas , 2015, Remote. Sens..

[34]  E. S. Krayenhoff,et al.  Parametrization of Drag and Turbulence for Urban Neighbourhoods with Trees , 2015, Boundary-Layer Meteorology.

[35]  Jan Dirk Wegner,et al.  Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-resolution Model for Multi-class Volumetric Labeling , 2016, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[36]  Uwe Stilla,et al.  Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection , 2016, ISPRS Journal of Photogrammetry and Remote Sensing.

[37]  H. Schilling,et al.  AUTOMATIC TREE-CROWN DETECTION IN CHALLENGING SCENARIOS , 2016 .

[38]  Bertrand Le Saux,et al.  Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks , 2016, ACCV.

[39]  Uwe Stilla,et al.  SEMANTIC SEGMENTATION OF AERIAL IMAGES WITH AN ENSEMBLE OF CNNS , 2016 .

[40]  Changming Sun,et al.  Semi-automated infrared simulation on real urban scenes based on multi-view images. , 2016, Optics express.

[41]  Pierre Alliez,et al.  High-Resolution Aerial Image Labeling With Convolutional Neural Networks , 2016, IEEE Transactions on Geoscience and Remote Sensing.

[42]  Roberto Cipolla,et al.  SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[43]  Thomas Hofmann,et al.  Learning Aerial Image Segmentation From Online Maps , 2017, IEEE Transactions on Geoscience and Remote Sensing.

[44]  Xin Pan,et al.  A hybrid MLP-CNN classifier for very fine resolution remotely sensed image classification , 2017, ISPRS Journal of Photogrammetry and Remote Sensing.

[45]  Xiangzhi Bai,et al.  Infrared simulation of large-scale urban scene through LOD. , 2018, Optics express.

[46]  David Belton,et al.  Classification and representation of commonly used roofing material using multisensorial aerial data , 2018 .

[47]  Jin Yan,et al.  Real-time and multi-resolution rendering of the infrared characteristics for large-scale terrains , 2018, Infrared Physics & Technology.

[48]  D. Bulatov,et al.  Land Cover Classification in Combined Elevation and Optical Images Supported by OSM Data, Mixed-level Features, and Non-local Optimization Algorithms , 2019, Photogrammetric Engineering & Remote Sensing.

[49]  Dimitri Bulatov,et al.  Physically-based Thermal Simulation of Large Scenes for Infrared Imaging , 2019, VISIGRAPP.