22.2.3 Road Extraction in Radar, SAR, Lidar, Laser, Depth

Chapter Contents (Back)
Road Detection. Aerial Image Analysis. SAR, Roads. Radar, Roads. Lidar, Roads.

Tupin, F., Maitre, H., Mangin, J.F., Nicolas, J.M., Pechersky, E.,
Detection Of Linear Features In SAR Images: Application To Road Network Extraction,
GeoRS(36), No. 2, March 1998, pp. 434-453.
IEEE Top Reference. 9804
BibRef

Wang, Y., Zheng, Q.F.,
Recognition of Roads and Bridges in SAR Images,
PR(31), No. 7, July 1998, pp. 953-962.
Elsevier DOI 9807
BibRef

Toutin, T.[Thierry],
Potential of Road Stereo Mapping with RADARSAT Images,
PhEngRS(67), No. 9, September 2001, pp. 1077-1083. Evaluation of image content and positioning accuracy of roads stereo-extracted from RADARSAT fine and standard mode images. 0201
BibRef

Jeon, B.K.[Byoung-Ki], Jang, J.H.[Jeong-Hun], Hong, K.S.[Ki-Sang],
Road Detection in Spaceborne SAR Images Using a Genetic Algorithm,
GeoRS(40), No. 1, January 2002, pp. 22-29.
IEEE Top Reference. 0203
BibRef
Earlier:
Road Detection in SAR Images Using Genetic Algorithm with Region Growing Concept,
ICIP00(Vol II: 688-691).
IEEE DOI 0008
BibRef

Tupin, F., Houshmand, B., Datcu, M.,
Road detection in dense urban areas using SAR imagery and the usefulness of multiple views,
GeoRS(40), No. 11, November 2002, pp. 2405-2414.
IEEE Top Reference. 0301
BibRef

Dell'Acqua, F.[Fabio], Gamba, P.[Paolo],
Preparing an urban test site for SRTM data validation,
GeoRS(40), No. 10, October 2002, pp. 2248-2256.
IEEE Top Reference. 0301
BibRef

Gamba, P.[Paolo], Dell'Acqua, F.[Fabio], Houshmand, B.[Bijan],
SRTM Data Characterization in Urban Areas,
PCV02(B: 55). 0305
BibRef

Dell'Acqua, F.[Fabio], Gamba, P.[Paolo],
Detection of Urban Structures in SAR Images by Robust Fuzzy Clustering Algorithms: The Example of Street Tracking,
GeoRS(39), No. 10, October 2001, pp. 2287-2297.
IEEE Top Reference. 0111
See also Texture-Based Characterization of Urban Environments on Satellite SAR Images. See also Detection and Extraction of Buildings from Interferometric SAR Data. BibRef

Dell'Acqua, F., Gamba, P., Lisini, G.,
Rapid mapping of high resolution SAR scenes,
PandRS(64), No. 5, September 2009, pp. 482-489.
Elsevier DOI 0910
SAR; Scene interpretation; Textural features; Road extraction See also Improvements to urban area characterization using multitemporal and multiangle SAR images. See also Rapid Damage Detection in the Bam Area Using Multitemporal SAR and Exploiting Ancillary Data. BibRef

Stasolla, M., Gamba, P.,
Exploiting Spatial Patterns for Informal Settlement Detection in Arid Environments Using Optical Spaceborne Data,
PIA07(31).
PDF File. 0711
BibRef

Negri, M., Gamba, P., Lisini, G., Tupin, F.,
Junction-Aware Extraction and Regularization of Urban Road Networks in High-Resolution SAR Images,
GeoRS(44), No. 10, October 2006, pp. 2962-2971.
IEEE DOI 0609
BibRef

Hedman, K., Stilla, U., Lisini, G., Gamba, P.,
Road Network Extraction in VHR SAR Images of Urban and Suburban Areas by Means of Class-Aided Feature-Level Fusion,
GeoRS(48), No. 3, March 2010, pp. 1294-1296.
IEEE DOI 1003
BibRef

Bentabet, L., Jodouin, S., Ziou, D., Vaillancourt, J.,
Road vectors update using SAR imagery: a snake-based method,
GeoRS(41), No. 8, August 2003, pp. 1785-1803.
IEEE Abstract. 0308
BibRef

Clode, S.P.[Simon P.], Rottensteiner, F.[Franz], Kootsookos, P.[Peter], Zelniker, E.[Emanuel],
Detection and Vectorization of Roads from Lidar Data,
PhEngRS(73), No. 5, May 2007, pp. 517-536.
WWW Link. 0709
BibRef
Earlier: A1, A2, A3, Only:
Improving City Model Determination by using Road Detection from LIDAR Data,
CMRT05(xx-yy).
PDF File. 0508
An automatic detection and vectorization method for roads from lidar data that extracts roads from a lidar point cloud using a hierarchical classification method. See also Building detection by fusion of airborne laser scanner data and multi-spectral images: Performance evaluation and sensitivity analysis. BibRef

Youn, J.H.[Jun-Hee], Bethel, J.S.[James S.], Mikhail, E.M.[Edward M.], Lee, C.[Changno],
Extracting Urban Road Networks from High-resolution True Orthoimage and Lidar,
PhEngRS(74), No. 2, February 2008, pp. 227-238.
WWW Link. 0803
To extract urban area road networks, road candidates are extracted with newly developed acupuncture method and refined by a blocking mask from high-resolution true orthoimage and lidar. BibRef

Sithole, G.[George], Vosselman, G.[George],
Bridge detection in airborne laser scanner data,
PandRS(61), No. 1, October 2006, pp. 33-46.
Elsevier DOI 0610
BibRef
Earlier:
Filtering of airborne laser scanner data based on segmented point clouds,
Laser05(xx-yy).
PDF File. 0509
Algorithms; Lidar; Laser scanning; Geometric; Point cloud; Segmentation; Classification See also Experimental comparison of filter algorithms for bare-Earth extraction from airborne laser scanning point clouds. BibRef

Cai, H.[Hubo], Rasdorf, W.[William],
Accuracy Evaluation and Sensitivity Analysis of Estimating 3D Road Centerline Length using Lidar and NED,
PhEngRS(75), No. 6, June 2009, pp. 657-666.
WWW Link. 0910
An approach to model transportation linear objects in a 3D space and estimate their 3D lengths using planimetric road centerline data and elevation data (Lidar and NED) and quantify the accuracy. BibRef

White, R., Dietterick, B., Mastin, T., Strohman, R.,
Forest Roads Mapped Using LiDAR in Steep Forested Terrain,
RS(2), No. 4, April 2010, pp. 1120-1141.
DOI Link 1203
BibRef

Yang, B.S.[Bi-Sheng], Fang, L.[Lina], Li, J.[Jonathan],
Semi-Automated Extraction and Delineation of 3D Roads of Street Scene from Mobile Laser Scanning Point Clouds,
PandRS(79), No. 1, May 2013, pp. 80-93.
Elsevier DOI 1305
Mobile laser scanning; Curb detection; 3D road extraction; Scanning lines; Moving windows filtering See also Semiautomated Extraction of Street Light Poles From Mobile LiDAR Point-Clouds. BibRef

Guan, H.[Haiyan], Li, J.[Jonathan], Yu, Y.T.[Yong-Tao], Wang, C.[Cheng], Chapman, M.[Michael], Yang, B.S.[Bi-Sheng],
Using mobile laser scanning data for automated extraction of road markings,
PandRS(87), No. 1, 2014, pp. 93-107.
Elsevier DOI 1402
MLS data BibRef

Guan, H.[Haiyan], Li, J., Yu, Y.T.[Yong-Tao], Ji, Z.[Zheng], Wang, C.[Cheng],
Using Mobile LiDAR Data for Rapidly Updating Road Markings,
ITS(16), No. 5, October 2015, pp. 2457-2466.
IEEE DOI 1511
feature extraction BibRef

Yu, Y.T.[Yong-Tao], Guan, H., Ji, Z.,
Automated Detection of Urban Road Manhole Covers Using Mobile Laser Scanning Data,
ITS(16), No. 6, December 2015, pp. 3258-3269.
IEEE DOI 1512
Algorithm design and analysis BibRef

Wang, H.Y.[Han-Yun], Cai, Z.P.[Zhi-Peng], Luo, H.[Huan], Wang, C.[Cheng], Li, P.[Peng], Yang, W.[Wentao], Ren, S.P.[Suo-Ping], Li, J.[Jonathan],
Automatic Road Extraction from Mobile Laser Scanning Data,
CVRS12(136-139).
IEEE DOI 1302
BibRef

Guan, H.Y.[Hai-Yan], Li, J.[Jonathan], Yu, Y.T.[Yong-Tao], Chapman, M.[Michael], Wang, C.[Cheng],
Automated Road Information Extraction from Mobile Laser Scanning Data,
ITS(16), No. 1, February 2015, pp. 194-205.
IEEE DOI 1502
See also Automated Detection of Three-Dimensional Cars in Mobile Laser Scanning Point Clouds Using DBM-Hough-Forests. Accuracy BibRef

Yu, Y.T.[Yong-Tao], Li, J.[Jonathan], Guan, H.[Haiyan], Wang, C.[Cheng],
Automated Extraction of Urban Road Facilities Using Mobile Laser Scanning Data,
ITS(16), No. 4, August 2015, pp. 2167-2181.
IEEE DOI 1508
Clustering algorithms See also Iterative Tensor Voting for Pavement Crack Extraction Using Mobile Laser Scanning Data. BibRef

Zhang, S.X.[Shan-Xin], Wang, C.[Cheng], Yang, Z.[Zhuang], Chen, Y.P.[Yi-Ping], Li, J.[Jonathan],
Automatic Railway Power Line Extraction Using Mobile Laser Scanning Data,
ISPRS16(B5: 615-619).
DOI Link 1610
BibRef

Sherba, J.[Jason], Blesius, L.[Leonhard], Davis, J.[Jerry],
Object-Based Classification of Abandoned Logging Roads under Heavy Canopy Using LiDAR,
RS(6), No. 5, 2014, pp. 4043-4060.
DOI Link 1407
BibRef

Vaaja, M.T.[Matti T.], Kurkela, M.[Matti], Virtanen, J.P.[Juho-Pekka], Maksimainen, M.[Mikko], Hyyppä, H.[Hannu], Hyyppä, J.[Juha], Tetri, E.[Eino],
Luminance-Corrected 3D Point Clouds for Road and Street Environments,
RS(7), No. 9, 2015, pp. 11389.
DOI Link 1511
BibRef

Ferraz, A.[António], Mallet, C.[Clément], Chehata, N.[Nesrine],
Large-scale road detection in forested mountainous areas using airborne topographic lidar data,
PandRS(112), No. 1, 2016, pp. 23-36.
Elsevier DOI 1602
Lidar BibRef

Hui, Z.Y.[Zhen-Yang], Hu, Y.J.[You-Jian], Jin, S.G.[Shuang-Gen], Yevenyo, Y.Z.[Yao Ziggah],
Road centerline extraction from airborne LiDAR point cloud based on hierarchical fusion and optimization,
PandRS(118), No. 1, 2016, pp. 22-36.
Elsevier DOI 1606
Road centerline extraction BibRef


Jeong, J., Lee, I.,
Classification Of Lidar Data For Generating A High-precision Roadway Map,
ISPRS16(B3: 251-254).
DOI Link 1610
BibRef

Li, Y.[Yan], Wu, J.[Jianliang], Zhu, L.[Lin], Tachibana, K.[Kikuo],
Road Network Extraction from DSM By Mathematical Morphology And Reasoning,
ISPRS16(B2: 715-720).
DOI Link 1610
BibRef

Qiu, K.[Kaijin], Sun, K.[Kai], Ding, K.[Kou], Shu, Z.[Zhen],
A Fast And Robust Algorithm For Road Edges Extraction From Lidar Data,
ISPRS16(B5: 693-698).
DOI Link 1610
BibRef

Kaczalek, B., Borkowski, A.,
Urban Road Detection In Airbone Laser Scanning Point Cloud Using Random Forest Algorithm,
ISPRS16(B3: 255-259).
DOI Link 1610
BibRef

Shu, Z.[Zhen], Sun, K.[Kai], Qiu, K.[Kaijin], Ding, K.[Kou],
Pairwise-svm For On-board Urban Road Lidar Classification,
ISPRS16(B1: 109-113).
DOI Link 1610
BibRef

Wang, Y., Hu, X.,
Automatic Extraction and Topology Reconstruction of Urban Viaducts from LIDAR Data,
CMRT15(131-135).
DOI Link 1602
BibRef

Gao, L., Shi, W., Wan, Y.,
A Quality Assessment Method for 3D Road Polygon Objects,
ISSDQ15(45-49).
DOI Link 1602
2D road with LIDAR. BibRef

Koch, M.W.[Mark W.], Moya, M.M.[Mary M.], Chow, J.G.[Jim G.], Goold, J.[Jeremy], Malinas, R.[Rebecca],
Road segmentation using multipass single-pol synthetic aperture radar imagery,
PBVS15(151-160)
IEEE DOI 1510
Image edge detection BibRef

Mohamad, M., Kusevic, K.[Kresimir], Mrstik, P.[Paul], Greenspan, M.[Michael],
Automatic Rail Extraction in Terrestrial and Airborne LiDAR Data,
3DV13(303-309)
IEEE DOI 1311
Kalman filters BibRef

Morioka, K.[Kotaro], Ohtake, Y.[Yutaka], Suzuki, H.[Hiromasa],
Reconstruction of Wire Structures from Scanned Point Clouds,
ISVC13(I:427-436).
Springer DOI 1310
Wire Detection. Not roads, but doesn't fit anywhere else. BibRef

Dal Poz, A.P., Mendes, T.S.G.,
Road Region Detection in Urban Areas Combining High-Resolution RGB Image and Laser Scanning Data in a Classification Framework,
Hannover13(53-56).
DOI Link 1308
BibRef

Lotte, R.G., Sant'Anna, S.J.S., Almeida, C.M.,
Roads Centre-Axis Extraction in Airborne SAR Images: An Approach Based on Active Contour Model with the Use of Semi-Automatic Seeding,
Hannover13(207-212).
DOI Link 1308
BibRef

Kosov, S.[Sergey], Rottensteiner, F.[Franz], Heipke, C.[Christian],
Sequential Gaussian Mixture Models for Two-Level Conditional Random Fields,
GCPR13(153-163).
Springer DOI 1311
See also two-layer Conditional Random Field model for simultaneous classification of land cover and land use, A. BibRef

Kosov, S.[Sergey], Rottensteiner, F.[Franz], Heipke, C.[Christian], Leitloff, J., Hinz, S.,
3d Classification Of Crossroads From Multiple Aerial Images Using Markov Random Fields,
ISPRS12(XXXIX-B3:479-484).
DOI Link 1209
BibRef

Li, H.Y.[Hui-Ying], Xu, Y.J.[Yu-Jun], Wang, Z.[Zhi], Lu, Y.N.[Yi-Nan],
Hierarchical Algorithm in DTM Generation And Automatic Extraction Of Road From Lidar Data,
ISPRS12(XXXIX-B3:133-136).
DOI Link 1209
BibRef

Li, L.[Luqi], Zhang, J.[Jing], Wang, T.[Tun],
Study on the Method of Extracting Overpass from the High Resolution Remote Sensing Image with the Auxiliary Data-DEM,
ISIDF11(1-4).
IEEE DOI 1111
BibRef

Chen, X., Wu, T., Niu, N.,
Change Detection of Multi-Polarimetric SAR Data Based on Principal Component Analysis,
IWIDF13(11-13).
HTML Version. 1311
BibRef

Wu, T.[Tao], Ren, Q.[Qinan], Chen, X.[Xi], Niu, L.[Lei], Ruan, X.W.[Xiang-Wei],
Highway Bridge Detection Based on PCA Fusion in Airborne Multiband High Resolution SAR Images,
ISIDF11(1-3).
IEEE DOI 1111
BibRef

Ibrahim, S.[Sherif], Lichti, D.D.[Derek D.],
Curb-based Street Floor Extraction From Mobile Terrestrial Lidar Point Cloud,
ISPRS12(XXXIX-B5:193-198).
DOI Link 1209
BibRef

Ibrahim, S.[Sherif], Moussa, A.[Adel], Lichti, D.D.[Derek D.], El-Sheimy, N.[Naser],
Detection of Road Curb from Mobile Terrestrial Laser Scanner Point Cloud,
Laser11(xx-yy).
DOI Link 1109
BibRef

Teoh, S.T.[Soon Tee],
Computer-Assisted Creation of 3D Models of Freeway Interchanges,
ISVC10(I: 739-750).
Springer DOI 1011
BibRef

Qian, C.[Cheng], Gale, B.[Bill], Bach, J.[Jeff],
Earth documentation: Overpass detection using mobile Lidar,
ICIP10(3901-3904).
IEEE DOI 1009
BibRef

Zhang, Q.P.[Qiao-Ping], Giovannini, L.[Luca], Simantov, M.[Michael], de Vries, J.[Jennifer], Vuong, M.[Maelynn], Griffiths, S.[Stephen], Mercer, B.[Bryan], Li, X.P.[Xiao-Peng],
Extraction of 3D road geometry based on IFSAR data,
PCVIA10(B:24).
PDF File. 1009
BibRef

Denis, E.[Eloïse], Burk, R.[Renaud], Baillard, C.[Caroline],
Towards road modelling from terrestrial laser points,
PCVIA10(A:293).
PDF File. 1009
BibRef

Smadja, L.[Laurent], Ninot, J.[Jérome], Gavrilovic, T.[Thomas],
Road Extraction and Environment Interpretation from Lidar Sensors,
PCVIA10(A:281).
PDF File. 1009
BibRef

Zhang, Q.[Qiaoping], Simantov, M.[Michael], DeVries, J.[Jennifer], Griffiths, S.[Stephen],
Assigning elevations to 2D road network based on IFSAR derived DEMs,
CGC10(145).
PDF File. 1006
BibRef

Poz, A.D.[Aluir Dal], Silva, J.[João], Gallis, R.[Rodrigo],
3D road extraction using a stereo pair of aerial images,
CGC10(64).
PDF File. 1006
BibRef

Zhu, Q.H.[Qi-Hui], Mordohai, P.[Philippos],
A minimum cover approach for extracting the road network from airborne LIDAR data,
3DIM09(1582-1589).
IEEE DOI 0910
BibRef

David, N.[Nicolas], Mallet, C.[Clément], Pons, T.[Thomas], Chauve, A.[Adrien], Bretar, F.[Frédéric],
Pathway detection and geometrical description from ALS data in forested mountaneous area,
Laser09(242). 0909
BibRef

Samadzadegan, F.[Farhad], Bigdeli, B.[Behnaz], Hahn, M.[Michael],
Automatic Road Extraction from Lidar Data Based on Classifier Fusion in Urban Area,
Laser09(81). 0909
BibRef

Goepfert, J.[Jens], Rottensteiner, F.[Franz],
Adaptation of Roads to ALS Data by Means of Networks Snakes,
Laser09(24). 0909
BibRef

Vosselman, G.[George], Zhou, L.[Liang],
Detection of Curbstones in Airborne Laser Scanning Data,
Laser09(111). 0909
See also Detection and Classification of Changes in Buildings from Airborne Laser Scanning Data. BibRef

Chen, Y.L.[Yi-Lun], Yang, Q.[Qiong], Gu, Y.T.[Yuan-Tao], Yang, J.[Jian],
Detection of Roads in SAR Images using Particle Filter,
ICIP06(2337-2340).
IEEE DOI 0610
BibRef

Bolon, P., Chanussot, J., Issa, I., Lambert, P.,
Comparison of Prefiltering Operators for Road Network Extraction in SAR Images,
ICIP99(II:924-928).
IEEE DOI BibRef 9900

Jeon, B.K.[Byoung-Ki], Jang, J.H.[Jeoung-Hun], Hong, K.S.[Ki-Sang],
Road Detection in Spaceborne SAR Images Based on Ridge Extraction,
ICIP99(II:735-739).
IEEE DOI BibRef 9900

Ma, B., Lakshmanan, S., and Hero, A.,
Detection of Curved Road Edges in Radar Images Via Deformable Templates,
ICIP97(I: 857-860).
IEEE DOI BibRef 9700

Chapter on Cartography, Aerial Images, Remote Sensing, Buildings, Roads, Terrain, ATR continues in
Power Line Extraction, Radar, SAR, Lidar, Laser, Depth .


Last update:Jan 11, 2017 at 16:41:39