Road Extraction: A Review of LiDAR-Focused Studies

[1]  Guofeng Wang,et al.  3D Road information extraction from LiDAR data fused with aerial-images , 2011, Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services.

[2]  Wende Zhang,et al.  LIDAR-based road and road-edge detection , 2010, 2010 IEEE Intelligent Vehicles Symposium.

[3]  E. Baltsavias,et al.  Road network detection by mathematical morphology , 1999 .

[4]  Qiaoping Zhang,et al.  Accurate Centerline Detection and Line Width Estimation of Thick Lines Using the Radon Transform , 2007, IEEE Transactions on Image Processing.

[5]  Qiaoping Zhang,et al.  Benefit of the angular texture signature for the separation of parking lots and roads on high resolution multi-spectral imagery , 2006, Pattern Recognit. Lett..

[6]  Syed Usman Ahmed,et al.  A self-organizing neural scheme for road detection in varied environments , 2011, The 2011 International Joint Conference on Neural Networks.

[7]  Lindi J. Quackenbush.  A Review of Techniques for Extracting Linear Features from Imagery , 2004 .

[8]  Farhad Samadzadegan,et al.  OBJECT EXTRACTION FROM LIDAR DATA USING AN ARTIFICIAL SWARM BEE COLONY CLUSTERING ALGORITHM , 2009 .

[9]  V. Karathanassi,et al.  A thinning-based method for recognizing and extracting peri-urban road networks from SPOT panchromatic images , 1999 .

[10]  Hyo Jong Lee,et al.  Heuristic Road Extraction , 2007, 2007 International Symposium on Information Technology Convergence (ISITC 2007).

[11]  Robert Hecht,et al.  Data fusion of extremely high resolution aerial imagery and LiDAR data for automated railroad centre line reconstruction , 2011 .

[12]  Andrew Danner,et al.  Bridge detection in grid terrains and improved drainage enforcement , 2010, GIS '10.

[13]  Anthony Stefanidis,et al.  Spatiospectral cluster analysis of elongated regions in aerial imagery , 2001, Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).

[14]  Hongxia Gao,et al.  A novel feature matching algorithm based on shape-context between optical and infrared image , 2009, International Symposium on Multispectral Image Processing and Pattern Recognition.

[15]  Xin Huang,et al.  Road centreline extraction from high‐resolution imagery based on multiscale structural features and support vector machines , 2009 .

[16]  Daxue Liu,et al.  LIDAR-based Long Range Road Intersection Detection , 2011, 2011 Sixth International Conference on Image and Graphics.

[17]  Hina Pande,et al.  Automatic urban road extraction using airborne laser scanning/altimetry and high resolution satellite data , 2009 .

[18]  Hyo Jong Lee,et al.  Three-Dimensional LiDAR Data Classifying to Extract Road Point in Urban Area , 2008, IEEE Geoscience and Remote Sensing Letters.

[19]  Zhengguo Li,et al.  Automated road extraction from LiDAR data based on intensity and aerial photo , 2010, 2010 3rd International Congress on Image and Signal Processing.

[20]  Jing Li,et al.  Hierarchical object oriented classification using very high resolution imagery and LIDAR data over urban areas , 2009 .

[21]  Atef Hamouda,et al.  Line extraction algorithm based on image vectorization , 2010, 2010 IEEE International Conference on Mechatronics and Automation.

[22]  Frédéric Bretar,et al.  Full-waveform topographic lidar : State-of-the-art , 2009 .

[23]  T. Webster,et al.  Object-oriented land cover classification of lidar-derived surfaces , 2006 .

[24]  Suya You,et al.  Road network extraction from airborne LiDAR data using scene context , 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

[25]  C. Steger,et al.  AUTOMATIC ROAD EXTRACTION BASED ON MULTI-SCALE, GROUPING, AND CONTEXT , 1999 .

[26]  Zhengjun Liu,et al.  Semi-automatic extraction of road networks by least squares interlaced template matching in urban areas , 2011 .

[27]  M. Hodgson,et al.  Object-Based Land Cover Classification Using High-Posting-Density LiDAR Data , 2008 .

[28]  Christophe Simler,et al.  An improved road and building detector on VHR images , 2011, 2011 IEEE International Geoscience and Remote Sensing Symposium.

[29]  Paul E. Rybski,et al.  Fast feature detection and stochastic parameter estimation of road shape using multiple LIDAR , 2008, 2008 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[30]  Xiaoyong Chen,et al.  Extraction of City Roads Through Shadow Path Reconstruction Using Laser Data , 2004 .

[31]  Donna Haverkamp.  Extracting straight road structure in urban environments using IKONOS satellite imagery , 2002 .

[32]  Suya You,et al.  Delineation and geometric modeling of road networks , 2010 .

[33]  Ali Azizi,et al.  Automatic road-side extraction from large scale imagemaps , 2002 .

[34]  Peng Jiangui,et al.  A method for main road extraction from airborne LiDAR data in urban area , 2011, 2011 International Conference on Electronics, Communications and Control (ICECC).

[35]  Michael E. Hodgson,et al.  An automated binary change detection model using a calibration approach , 2007 .

[36]  Aleksey Boyko,et al.  Extracting roads from dense point clouds in large scale urban environment , 2011 .

[37]  Cataldo Guaragnella,et al.  Archaeological trace extraction by a local directional active contour approach , 2012, Pattern Recognit..

[38]  Christian Heipke,et al.  Road Network Extraction in Suburban Areas , 2012 .

[39]  E. Zelniker,et al.  Detection and vectorization of roads from lidar data , 2007 .

[40]  L. M. Murphy,et al.  Linear feature detection and enhancement in noisy images via the Radon transform , 1986, Pattern Recognit. Lett..

[41]  Lindi J. Quackenbush,et al.  ROAD EXTRACTION FROM LIDAR DATA IN RESIDENTIAL AND COMMERCIAL AREAS OF ONEIDA COUNTY, NEW YORK , 2010 .

[42]  Philippos Mordohai,et al.  A minimum cover approach for extracting the road network from airborne LIDAR data , 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

[43]  Yue Zhao,et al.  Integrated use of spatial and semantic relationships for extracting road networks from floating car data , 2012, Int. J. Appl. Earth Obs. Geoinformation.

[44]  Wonkook Kim,et al.  AUTOMATIC URBAN ROAD EXTRACTION FROM DIGITAL SURFACE MODEL AND AERIAL IMAGERY , 2006 .

[45]  D. Lu,et al.  Extraction of urban impervious surfaces from an IKONOS image , 2009 .

[46]  Bongsob Song,et al.  A Lidar-Based Decision-Making Method for Road Boundary Detection Using Multiple Kalman Filters , 2012, IEEE Transactions on Industrial Electronics.

[47]  James Llinas,et al.  An introduction to multisensor data fusion , 1997, Proc. IEEE.

[48]  Franz Rottensteiner,et al.  Automation of object extraction from LiDAR in urban areas , 2010, 2010 IEEE International Geoscience and Remote Sensing Symposium.

[49]  Jocelyn Chanussot,et al.  Fuzzy fusion techniques for linear features detection in multitemporal SAR images , 1999, IEEE Trans. Geosci. Remote. Sens..

[50]  Juan B. Mena,et al.  State of the art on automatic road extraction for GIS update: a novel classification , 2003, Pattern Recognit. Lett..

[51]  Qingming Zhan,et al.  Objects classification from laser scanning data based on multi-class support vector machine , 2011, 2011 International Conference on Remote Sensing, Environment and Transportation Engineering.

[52]  Hyo Jong Lee,et al.  Parallel Algorithm for Road Points Extraction from Massive LiDAR Data , 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications.

[53]  George Vosselman,et al.  Recognizing basic structures from mobile laser scanning data for road inventory studies , 2011 .

[54]  Richard O. Duda,et al.  Use of the Hough transformation to detect lines and curves in pictures , 1972, CACM.

[55]  Wayne Niblack,et al.  Generating skeletons and centerlines from the distance transform , 1992, CVGIP Graph. Model. Image Process..