15.3.3.7 Road Signs, Traffic Signs, Objects along the Road, Inspections

Swedish Trafic Signs,
Online2010
WWW Version. Dataset, Traffic Signs. BibRef 1000

Kehtarnavaz, N., Griswold, N.C., Kang, D.S.,
Stop-Sign Recognition Based on Color-Shape Processing,
MVA(6), 1993, pp. 206-208. BibRef 9300

Ritter, W., Stein, F., and Janssen, R.,
Traffic sign recognition using colour information,
MathMod(22), 1995, pp. 149-161. BibRef 9500

Murino, V., Regazzoni, C.S., Foresti, G.L., and Vernazza, G.,
A Multilevel Fusion Approach to Object Identification in Outdoor Road Scenes,
PRAI(9), 1995, pp. 23-65. BibRef 9500

Piccioli, G., de Micheli, E., Parodi, P., Campani, M.,
Robust Method for Road Sign Detection and Recognition,
IVC(14), No. 3, April 1996, pp. 209-223.
WWW Version. 9607
BibRef

Piccioli, G., de Micheli, E., Campani, M.,
A Robust Method for Road Sign Detection and Recognition,
ECCV94(A:493-500).
Springer DOI Link BibRef 9400

de la Escalera, A., and Moreno, L.,
Road traffic sign detection and classification,
IndEle(44), 1997, pp. 848-859. BibRef 9700

de la Escalera, A., Armingol, J.M., Mata, M.,
Traffic sign recognition and analysis for intelligent vehicles,
IVC(21), No. 3, March 2003, pp. 247-258.
WWW Version. 0301
BibRef

Collado, J.M., Hilario, C., de la Escalera, A., Armingol, J.M.,
Model based vehicle detection for intelligent vehicles,
IVS04(572-577).
IEEE Abstract. 0411
BibRef

Estevez, L.W., Kehtarnavaz, N.,
Autoassociative Segmentation for Real Time Object Recognition in Realistic Outdoor Images,
JEI(7), No. 2, April 1998, pp. 378-385. 9807
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Earlier:
A real-time histographic approach to road sign recognition,
Southwest96(95-100). BibRef

Grace, A.E., Pycock, D., Tillotson, H.T., Snaith, M.S.,
Active shape from stereo for highway inspection,
MVA(12), No. 1, 2000, pp. 7-15.
HTML Version. 0008
BibRef

Miura, J., Kanda, T., Nakatani, S., and Shirai, Y.,
An Active Vision System for On-line Traffic Sign Recognition,
IEICE(E85-D), No. 11, 2002, pp. 1784-1792.
PDF Version. BibRef 0200

Miura, J., Kanda, T., and Shirai, Y.,
An Active Vision System for Real-Time Traffic Sign Recogntition,
ITS00(52-57), Dearborn, MI, Oct. 2000.
PDF Version. BibRef 0010

Tao, C.V.[C. Vincent], Chapman, M.A.[Michael A.], Chaplin, B.A.[Bruce A.],
Automated processing of mobile mapping image sequences,
PandRS(55), No. 5-6, March 2001, pp. 330-346.
HTML Version. 0105
BibRef

Tao, C.V.[C. Vincent],
Semi-Automated Object Measurement Using Multiple-Image Matching from Mobile Mapping Image Sequences,
PhEngRS(66), No. 12, December 2000, pp. 1477-1485. Use stereoscopic and sequential image information, known image georeferencing parameters, and multiple-baseline geometry. Semi-automated approach. 0101
Cartography. BibRef

Tao, C.V.[C. Vincent],
Database-Guided Automatic Inspection of Vertically Structured Transportation Objects from Mobile Mapping Image Sequences,
PhEngRS(67), No. 12, December 2001, pp. 1401-1409. Automatic inspection of such objects as street light poles and traffic signs was performed employing georeferenced imagery and an existing location database
WWW Version. 0201
BibRef

Paclik, P.[Pavel], Novoviová, J., Pudil, P., Somol, P.,
Road Sign Classification using Laplace Kernel Classifier,
PRL(21), No. 13-14, December 2000, pp. 1165-1173.
PDF Version. 0011
BibRef
Earlier: SCIA99(275-282).
PDF Version. BibRef

Hsu, S.H.[Shih-Hung], Huang, C.L.[Chung-Lin],
Road sign detection and recognition using matching pursuit method,
IVC(19), No. 3, February 2001, pp. 119-129.
WWW Version. 0103
BibRef

Huang, C.L.[Chung-Lin], Hsu, S.H.[Shih-Hung],
Road Sign Interpretation Using Matching Pursuit Method,
ICPR00(Vol I: 329-333).
IEEE DOI Link 0009
BibRef

Platner, D.K.[David K.], Burmeister, K.A.[Kurt A.], Hughes, T.[Thomas], Ledesma, R.H.[Ragnar H.], Miller, S.R.[Steven R.], Reynolds, M.P.[Mark P.], Williams, M.G.[Monte G.],
Method and system for predicting road profile,
US_Patent6,233,510, May 15, 2001
WWW Version. BibRef 0105

Tu, Z.W.[Zhuo-Wen], Li, R.X.[Rong-Xing],
A Framework for Automatic Recognition of Spatial Features from Mobile Mapping Imagery,
PhEngRS(68), No. 3, March 2002, pp. 267-275. Traffic-light recognition from mobile mapping images.
WWW Version. 0204
BibRef

Laumeyer, R.A.[Robert Anthony], Retterath, J.E.[James Eugene],
System for automatically generating database of objects of interest by analysis of images recorded by moving vehicle,
US_Patent6,363,161, March 26, 2002.
WWW Version. BibRef 0203

Laumeyer, R.A.[Robert Anthony], Retterath, J.E.[James Eugene],
Method and apparatus for identifying objects depicted in a videostream,
US_Patent6,266,442, July 24, 2001.
WWW Version. BibRef 0107
And: US_Patent6,625,315, Sep 23, 2003
WWW Version. BibRef
And: US_Patent7,092,548, Aug 15, 2006
WWW Version. BibRef

Laumeyer, R.A.[Robert Anthony], Retterath, J.E.[James Eugene],
Method and apparatus for rapidly determining whether a digitized image frame contains an object of interest,
US_Patent6,449,384, September 10, 2002.
WWW Version. BibRef 0209

Laumeyer, R.A.[Robert Anthony], Retterath, J.E.[James Eugene],
Method and apparatus for generating a database of road sign images and positions,
US_Patent6,453,056, September 17, 2002.
WWW Version. BibRef 0209

Chen, Y.[Yang],
Highway overhead structure detection using video image sequences,
ITS(4), No. 2, June 2003, pp. 67-77.
IEEE Abstract. 0402
BibRef

Jeyapalan, K.[Kandiah],
Mobile Digital Cameras for As-Built Surveys of Roadside Features,
PhEngRS(70), No. 3, March 2004, pp. 301-312.
WWW Version. A method for determining the three-dimensional locations of roadside features appearing on multiple sequential images captured using a mobile videologging system without any ground control is described. 0403
BibRef

Fang, C.Y., Fuh, C.S., Yen, P.S., Cherng, S., Chen, S.W.,
An automatic road sign recognition system based on a computational model of human recognition processing,
CVIU(96), No. 2, November 2004, pp. 237-268.
WWW Version. 0410
Extract spatial and temporal information from video. Neural network for perception. BibRef

Fang, C.Y., Fuh, C.S., Chen, S.W., Yen, P.S.,
A road sign recognition system based on dynamic visual model,
CVPR03(I: 750-755).
IEEE Abstract. 0307
BibRef

Fang, C.Y., Fuh, C.S., and Chen, S.W.,
Detection and tracking of road signs,
PRIA(11), 2001, pp. 304-308. BibRef 0100

de la Escalera, A., Armingol, J.M., Pastor, J.M., Rodriguez, F.J.,
Visual sign information extraction and identification by deformable models for intelligent vehicles,
ITS(5), No. 2, June 2004, pp. 57-68.
IEEE Abstract. 0501
BibRef

Wu, J.P.[Jian-Ping], Tsai, Y.C.J.[Yi-Chang James],
Real-time Speed Limit Sign Recognition Based on Locally Adaptive Thresholding and Depth-First-Search,
PhEngRS(71), No. 4, April 2005, pp. 405-414. Recognizing speed limit signs from video and extract the values, support real-time road inventory data collection operations.
WWW Version. 0509
BibRef

Gao, X.W., Podladchikova, L.N., Shaposhnikov, D.G., Hong, K., Shevtsova, N.,
Recognition of traffic signs based on their colour and shape features extracted using human vision models,
JVCIR(17), No. 4, August 2006, pp. 675-685.
WWW Version. 0711
Transformation invariant recognition; Traffic signs recognition; Feature extraction BibRef

Paclik, P.[Pavel], Novovicova, J.[Jana], Duin, R.P.W.[Robert P.W.],
Building Road-Sign Classifiers Using a Trainable Similarity Measure,
ITS(7), No. 3, September 2006, pp. 309-321.
IEEE DOI Link 0609
BibRef
Earlier:
A Trainable Similarity Measure for Image Classification,
ICPR06(III: 391-394).
IEEE DOI Link 0609
See also Dissimilarity-based classification of spectra: computational issues. BibRef

Paclik, P.[Pavel], Verzakov, S., Duin, R.P.W.,
Multi-class extensions of the GLDB feature extraction algorithm for spectral data,
ICPR04(IV: 629-632).
IEEE DOI Link 0409
Generalized Local Discriminant Bases See also Best-bases feature extraction algorithms for classification of hyperspectral data. BibRef

Koncar, A.[Alan], Janßen, H.[Holger], Halgamuge, S.[Saman],
Gabor wavelet similarity maps for optimising hierarchical road sign classifiers,
PRL(28), No. 2, 15 January 2007, pp. 260-267.
WWW Version. 0611
Gabor wavelets; Jets; Euclidean distance; Normalised scalar product; Hierarchical classifier; Gabor similarity maps BibRef

Alessandretti, G., Broggi, A., Cerri, P.,
Vehicle and Guard Rail Detection Using Radar and Vision Data Fusion,
ITS(8), No. 1, March 2007, pp. 95-105.
IEEE DOI Link 0703
BibRef

Maldonado-Bascon, S., Lafuente-Arroyo, S., Gil-Jimenez, P., Gomez-Moreno, H., Lopez-Ferreras, F.,
Road-Sign Detection and Recognition Based on Support Vector Machines,
ITS(8), No. 2, April 2007, pp. 264-278.
IEEE DOI Link 0706
BibRef

Maldonado-Bascón, S.[Saturnino], Acevedo-Rodríguez, J.[Javier], Lafuente-Arroyo, S.[Sergio], Fernndez-Caballero, A., Lopez-Ferreras, F.,
An optimization on pictogram identification for the road-sign recognition task using SVMs,
CVIU(114), No. 3, March 2010, pp. 373-383.
Elsevier DOI Link
WWW Version. 1003
Road sign; Automatic traffic sign detection and recognition system (TSDRS); Classification; Support vector machines (SVMs) BibRef

Gómez-Moreno, H.[Hilario], Maldonado-Bascón, S.[Saturnino], Gil-Jiménez, P.[Pedro], Lafuente-Arroyo, S.[Sergio],
Goal Evaluation of Segmentation Algorithms for Traffic Sign Recognition,
ITS(11), No. 4, December 2010, pp. 917-930.
IEEE DOI Link 1101
BibRef

Gil-Jiménez, P.[Pedro], Maldonado-Bascón, S.[Saturnino], Gómez-Moreno, H.[Hilario], Lafuente-Arroyo, S.[Sergio], Acevedo-Rodríguez, J.[Javier],
Algebraic-Distance Minimization of Lines and Ellipses for Traffic Sign Shape Localization,
IbPRIA07(II: 540-547).
Springer DOI Link 0706
BibRef

Liu, Y.S.[Yi-Sheng], Duh, D.J.[Der-Jyh], Chen, S.Y.[Shu-Yuan], Liu, R.S.[Ru-Sheng], Hsieh, J.W.[Jun-Wei],
Scale and skew-invariant road sign recognition,
IJIST(17), No. 1, 2007, pp. 28-39.
WWW Version. 0707
BibRef

Barnes, N.M., Zelinsky, A., Fletcher, L.S.,
Real-Time Speed Sign Detection Using the Radial Symmetry Detector,
ITS(9), No. 2, June 2008, pp. 322-332.
IEEE DOI Link 0806
BibRef
Earlier: A1, A2, Only:
Real-time radial symmetry for speed sign detection,
IVS04(566-571).
IEEE Abstract. 0411
BibRef

Ishida, H.[Hiroyuki], Takahashi, T.[Tomokazu], Ide, I.[Ichiro], Mekada, Y.[Yoshito], Murase, H.[Hiroshi],
Generation of Training Data by Degradation Models for Traffic Sign Symbol Recognition,
IEICE(E90-D), No. 8, August 2007, pp. 1134-1141.
WWW Version. 0708
BibRef
Earlier:
Identification of degraded traffic sign symbols by a generative learning method,
ICPR06(I: 531-534).
IEEE DOI Link 0609
BibRef

Gao, X.H.[Xiao-Hong], Hong, K.[Kunbin], Passmore, P.[Peter], Podladchikova, L.N.[Lubov N.], Shaposhnikov, D.G.[Dmitry G.],
Colour Vision Model-Based Approach for Segmentation of Traffic Signs,
JIVP(2008), No. 2008, pp. xx-yy.
WWW Version. 0804
BibRef

Joo, S.K.[Sung-Kwan], Kim, Y.[Yongkwon], Cho, S.I.[Seong Ik], Choi, K.H.[Kyoung-Ho], Lee, K.S.[Ki-Sung],
Traffic Light Detection Using Rotated Principal Component Analysis for Video-Based Car Navigation System,
IEICE(E91-D), No. 12, December 2008, pp. 2884-2887.
WWW Version. 0804
BibRef

Baro, X., Escalera, S., Vitria, J., Pujol, O., Radeva, P.I.,
Traffic Sign Recognition Using Evolutionary Adaboost Detection and Forest-ECOC Classification,
ITS(10), No. 1, March 2009, pp. 113-126.
IEEE DOI Link 0903
BibRef

Escalera, S.[Sergio], Pujol, O.[Oriol], Radeva, P.[Petia],
Traffic sign recognition system with beta-correction,
MVA(21), No. 2, February 2010, pp. xx-yy.
Springer DOI Link 1002
All the usual problems, multi-object, occlusion, illumination, etc. Based on Error Correcting Output Codes (ECOC). Ensemble of binary classifiers. BibRef

Prieto, M.S.[Miguel S.], Allen, A.R.[Alastair R.],
Using self-organising maps in the detection and recognition of road signs,
IVC(27), No. 6, 4 May 2009, pp. 673-683.
Elsevier DOI Link
WWW Version. 0904
Road sign detection; Road sign recognition; Self-organising map BibRef

Tsai, L.W.[Luo-Wei], Hsieh, J.W.[Jun-Wei], Chuang, C.H., Tseng, Y.J.[Yun-Jung], Fan, K.C.[Kuo-Chin], Lee, C.C.,
Road sign detection using eigen colour,
IET-CV(2), No. 3, September 2008, pp. 164-177.
WWW Version. 0905
BibRef

Tsai, L.W.[Luo-Wei], Tseng, Y.J.[Yun-Jung], Hsieh, J.W.[Jun-Wei], Fan, K.C.[Kuo-Chin], Li, J.J.[Jiun-Jie],
Road Sign Detection Using Eigen Color,
ACCV07(I: 169-179).
Springer DOI Link 0711
BibRef

Ruta, A.[Andrzej], Li, Y.M.[Yong-Min], Liu, X.H.[Xiao-Hui],
Real-time traffic sign recognition from video by class-specific discriminative features,
PR(43), No. 1, January 2010, pp. 416-430,.
Elsevier DOI Link
WWW Version. 0909
BibRef
Earlier:
Towards Real-Time Traffic Sign Recognition by Class-Specific Discriminative Features,
BMVC07(xx-yy).
PDF Version. 0709
Traffic sign recognition; Computer vision-based driver assistance; Discriminative local regions; Colour Distance Transform; Forward feature selection BibRef

Ruta, A.[Andrzej], Li, Y.M.[Yong-Min], Liu, X.H.[Xiao-Hui],
Robust Class Similarity Measure for Traffic Sign Recognition,
ITS(11), No. 4, December 2010, pp. 846-855.
IEEE DOI Link 1101
BibRef

Ruta, A.[Andrzej], Li, Y.M.[Yong-Min], Porikli, F.[Fatih], Watanabe, S.[Shintaro], Kage, H.[Hiroshi], Sumi, K.[Kazuhiko],
A New Approach for In-Vehicle Camera Traffic Sign Detection and Recognition,
MVA09(509-).
PDF Version. 0905
BibRef

Ruta, A.[Andrzej], Porikli, F.[Fatih], Watanabe, S.[Shintaro], Li, Y.M.[Yong-Min],
In-vehicle camera traffic sign detection and recognition,
MVA(22), No. 2, March 2011, pp. 359-375.
WWW Version. 1103
BibRef

Ruta, A.[Andrzej], Li, Y.M.[Yong-Min],
Learning pairwise image similarities for multi-classification using Kernel Regression Trees,
PR(45), No. 4, April 2012, pp. 1396-1408.
Elsevier DOI Link
WWW Version. 1112
Visual similarity; Learning from example pairs; Object recognition; Kernel Regression Trees BibRef

Khan, J.F., Bhuiyan, S.M.A., Adhami, R.R.,
Image Segmentation and Shape Analysis for Road-Sign Detection,
ITS(12), No. 1, March 2011, pp. 83-96.
IEEE DOI Link 1103
BibRef

Fleyeh, H.[Hasan], Bin Mumtaz, A.H.R.M.[Al-Hasanat R. M.],
Adaptive Shadow and Highlight Invariant Colour Segmentation for Traffic Sign Recognition Based on Kohonen SOM,
IJIS(20), No. 1, 2011.
WWW Version. 1103
Pre publication info, check exact issue, page reference. BibRef

Fleyeh, H.[Hasan],
Traffic sign recognition by fuzzy sets,
IVS08(xx-yy). BibRef 0800

Fleyeh, H.[Hasan], Dougherty, M.,
Traffic sign classification using invariant features and Support Vector Machines,
IVS08(xx-yy). BibRef 0800
Earlier:
SVM Based Traffic Sign Classification Using Legendre Moments,
IICAI07(xx-yy). BibRef
Earlier:
Road and traffic sign detection and recognition,
EWGT05(xx-yy). Poznan, Poland, 13-16 September, 2005. BibRef

Fleyeh, H.[Hasan], Gilani, S., Dougherty, M.,
Road Sign Detection and Recognition Using A Fuzzy ARTMAP: A Case Study Swedish Speed-Limit Signs,
AI Soft Computing06(xx-yy). Palma de Mallorca, Spain, 28-30 August, 2006. BibRef 0608

Fleyeh, H.[Hasan], and Davami, E.[Erfan],
Eigen-Based Traffic Sign Recognition,
IET-ITS(5), No. 3, 2011, pp. 190-196.
WWW Version. BibRef 1100

Fleyeh, H., Biswas, R., and Bhuiyan, N.,
An Adaptive Approach to Detect Warning Traffic Signs Using SOM and Windowed Hough Transform,
SIPA11(xx-yy), June 22-24, 2011, Crete. BibRef 1106

Fleyeh, H.[Hasan], Dougherty, M., Aenugula, D., Baddam, S.,
Invariant Road Sign Recognition with Fuzzy ARTMAP and Zernike Moments,
IVS07(xx-yy). BibRef 0700

Fleyeh, H.[Hasan], Shi, M., Wu, H.,
A Robust Model for Traffic Signs Recognition Based on Support Vector Machines,
CISP08(xx-yy). BibRef 0800
And:
Support vector machines for traffic signs recognition,
IJCNN08(xx-yy). BibRef

Fleyeh, H.[Hasan], Zhao, P.,
A Contour-based Separation of Vertically Attached Traffic Signs,
IECON08(xx-yy). Orlando, FL, 2008 BibRef 0800

Fleyeh, H.[Hasan],
Shadow and Highlight Invariant Colour Segmentation Algorithm for Traffic Signs,
CIS06(xx-yy). Bangkok, Thailand, June, 2006. BibRef 0606
Earlier:
Traffic Signs Color Detection and Segmentation in Poor Light Conditions,
MVA05(xx-yy). BibRef
And:
Road and Traffic Sign Color Detection and Segmentation: A Fuzzy Approach,
MVA05(xx-yy) BibRef
And:
A Novel Fuzzy Approach For Shape Determination of Traffic Signs,
IICAI05(xx-yy). BibRef
Earlier:
Color detection and segmentation for road and traffic signs,
CIS04(xx-yy). Singapore, December, 2004. BibRef

Gonzalez, Á., Garrido, M.A., Fernandez Llorca, D., Gavilan, M., Fernandez, J.P., Alcantarilla, P.F., Parra, I., Herranz, F., Bergasa, L.M., Sotelo, M.A., Revenga de Toro, P.,
Automatic Traffic Signs and Panels Inspection System Using Computer Vision,
ITS(12), No. 2, June 2011, pp. 485-499.
IEEE DOI Link 1101
BibRef

Larsson, F.[Fredrik], Felsberg, M.[Michael], Forssen, P.E.[Per-Erik],
Correlating fourier descriptors of local patches for road sign recognition,
IET-CV(5), No. 4, 2011, pp. 244-254.
WWW Version. 1107
BibRef
Earlier: A1, A2, Only:
Using Fourier Descriptors and Spatial Models for Traffic Sign Recognition,
SCIA11(238-249).
Springer DOI Link 1105
BibRef

Roters, J., Jiang, X., Rothaus, K.,
Recognition of Traffic Lights in Live Video Streams on Mobile Devices,
CirSysVideo(21), No. 10, October 2011, pp. 1497-1511.
IEEE DOI Link 1110
BibRef

Escalera, S., Baró, X., Pujol, O., Vitrià, J., Radeva, P.,
Traffic-Sign Recognition Systems,
SpringerNew-York, 2011. ISBN: 978-1-4471-2244-9
WWW Version. Buy this book: Traffic-Sign Recognition Systems (SpringerBriefs in Computer Science) 1111
BibRef

Meuter, M., Nunn, C., Gormer, S.M., Muller-Schneiders, S., Kummert, A.,
A Decision Fusion and Reasoning Module for a Traffic Sign Recognition System,
ITS(12), No. 4, December 2011, pp. 1126-1134.
IEEE DOI Link 1112
BibRef

Xu, S.,
Robust traffic sign shape recognition using geometric matching,
IET-ITS(3), No. 1, 2009, pp. 10-18.
WWW Version. 1204
BibRef

McLoughlin, S., Deegan, C., Mulvihill, C., Fitzgerald, C., Markham, C.,
Mobile mapping for the automated analysis of road signage and delineation,
IET-ITS(2), No. 1, 2008, pp. 61-73.
WWW Version. 1204
BibRef

Murray, S., Haughey, S., Brogan, M., Fitzgerald, C., McLoughlin, S., Deegan, C.,
Mobile mapping system for the automated detection and analysis of road delineation,
IET-ITS(5), No. 4, 2011, pp. 221-230.
WWW Version. 1204
BibRef

Hazelhoff, L.[Lykele], Creusen, I.[Ivo], de With, P.H.N.[Peter H.N.],
Robust detection, classification and positioning of traffic signs from street-level panoramic images for inventory purposes,
WACV12(313-320).
IEEE DOI Link 1203
BibRef

Creusen, I.M., Wijnhoven, R.G.J., Herbschleb, E., de With, P.H.N.,
Color exploitation in hog-based traffic sign detection,
ICIP10(2669-2672).
IEEE DOI Link 1009
BibRef

Bertozzi, M.[Massimo], Broggi, A.[Alberto], Boccalini, G.[Gionata], Mazzei, L.[Luca],
Fast Vision-Based Road Tunnel Detection,
CIAP11(II: 424-433).
Springer DOI Link 1109
BibRef

Deguchi, D.[Daisuke], Doman, K.[Keisuke], Ide, I.[Ichiro], Murase, H.[Hiroshi],
Improvement of a Traffic Sign Detector by Retrospective Gathering of Training Samples from In-Vehicle Camera Image Sequences,
CVVT10(204-213).
Springer DOI Link 1109
BibRef

Chen, Z.X.[Zhi-Xie], Yang, J.[Jing], Kong, B.[Bin],
A Robust Traffic Sign Recognition System for Intelligent Vehicles,
ICIG11(975-980).
IEEE DOI Link 1109
BibRef

Yokoyama, H.[Hiroki], Date, H.[Hiroaki], Kanai, S.[Satoshi], Takeda, H.[Hiroshi],
Pole-Like Objects Recognition From Mobile Laser Scanning Data Using Smoothing And Principal Component Analysis,
Laser11(xx-yy).
PDF Version. 1109
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Ihara, A.[Arihito], Fujiyoshi, H.[Hironobu], Takagi, M.[Masanari], Kumon, H.[Hiroaki], Tamatsu, Y.[Yukimasa],
Improved Matching Accuracy in Traffic Sign Recognition by Using Different Feature Subspaces,
MVA09(130-).
PDF Version. 0905
BibRef

Ninot, J.[Jérôme], Smadja, L.[Laurent], Heggarty, K.[Kevin],
Road Sign Recognition Using A Hybrid Evolutionary Algorithm And Primitives Fusion,
PCVIA10(A:287).
PDF Version. 1009
BibRef

Belaroussi, R.[Rachid], Foucher, P.[Philippe], Tarel, J.P.[Jean-Philippe], Soheilian, B.[Bahman], Charbonnier, P.[Pierre], Paparoditis, N.[Nicolas],
Road Sign Detection in Images: A Case Study,
ICPR10(484-488).
IEEE DOI Link 1008
BibRef

Li, Y.[Ying], Pankanti, S.[Sharath], Guan, W.[Weiguang],
Real-Time Traffic Sign Detection: An Evaluation Study,
ICPR10(3033-3036).
IEEE DOI Link 1008
BibRef

Muyan-Özçelik, P.[Pinar], Glavtchev, V.[Vladimir], Ota, J.M.[Jeffrey M.], Owens, J.D.[John D.],
A Template-Based Approach for Real-Time Speed-Limit-Sign Recognition on an Embedded System Using GPU Computing,
DAGM10(162-171).
Springer DOI Link 1009
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Mcelhinney, C., Kumar, P., Cahalane, C., McCarthy, T.,
Initial Results From European Road Safety Inspection (EURSI) Mobile Mapping Project,
CloseRange10(xx-yy).
PDF Version. 1006
BibRef

Chen, C.[Cheng], Tian, Y.[Yingli],
Door detection via signage context-based Hierarchical Compositional Model,
UCVP10(1-6).
IEEE DOI Link 1006
Not roads, but signs. BibRef

Brkic, K.[Karla], Pinz, A.[Axel], Šegvic, S.[Siniša], Kalafatic, Z.[Zoran],
Histogram-Based Description of Local Space-Time Appearance,
SCIA11(206-217).
Springer DOI Link 1105
BibRef

Brkic, K., Segvic, S., Kalafatic, Z., Sikiric, I., Pinz, A.,
Generative modeling of spatio-temporal traffic sign trajectories,
UCVP10(25-31).
IEEE DOI Link 1006
BibRef

Xu, Q.S.[Qing-Song], Su, J.[Juan], Liu, T.T.[Tian-Tian],
A detection and recognition method for prohibition traffic signs,
IASP10(583-586).
IEEE DOI Link 1004
BibRef

Li, Q.[Qi], Tao, D.C.[Da-Cheng],
Detecting image points of general imbalance,
ICIP09(337-340).
IEEE DOI Link 0911
for road signs. In sparse textures. BibRef

Khan, J.F.[Jesmin F.], Bhuiyan, S.M.A.[Sharif M. A.], Adhami, R.R.[Reza R.],
Distortion invariant road sign detection,
ICIP09(841-844).
IEEE DOI Link 0911
BibRef

Fifik, M., Turan, J., Ovsenik, L.,
Detection System for Traffic Road Singns in Surrounding Environment,
WSSIP09(1-4).
IEEE DOI Link 0906
BibRef

Ren, F.X.[Fei-Xiang], Huang, J.S.[Jin-Sheng], Jiang, R.[Ruyi], Klette, R.,
General traffic sign recognition by feature matching,
IVCNZ09(409-414).
IEEE DOI Link 0911
BibRef

Belaroussi, R.[Rachid], Tarel, J.P.[Jean-Philippe],
Angle vertex and bisector geometric model for triangular road sign detection,
WACV09(1-7).
IEEE DOI Link 0912
BibRef
And:
A Real-Time Road Sign Detection Using Bilateral Chinese Transform,
ISVC09(II: 1161-1170).
Springer DOI Link 0911
See also Real Time Fingers Detection by Symmetry Transform Using a Two Cameras System, A. BibRef

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WSSIP08(441-444).
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TOF-CV08(1-8).
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Color-Based Road Sign Detection and Tracking,
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Cyganek, B.[Boguslaw],
Object Recognition with the HOSVD of the Multi-model Space-Variant Pattern Tensors,
CAIP11(I: 435-442).
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Earlier:
An Analysis of the Road Signs Classification Based on the Higher-Order Singular Value Decomposition of the Deformable Pattern Tensors,
ACIVS10(II: 191-202).
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And:
Traffic Scene Segmentation and Robust Filtering for Road Signs Recognition,
ICCVG10(I: 292-299).
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Earlier:
A Real-Time Vision System for Traffic Signs Recognition Invariant to Translation, Rotation and Scale,
ACIVS08(xx-yy).
Springer DOI Link 0810
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Earlier:
Road-Signs Recognition System for Intelligent Vehicles,
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Earlier:
Real-Time Detection of the Triangular and Rectangular Shape Road Signs,
ACIVS07(744-755).
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And:
Road Signs Recognition by the Scale-Space Template Matching in the Log-Polar Domain,
IbPRIA07(I: 330-337).
Springer DOI Link 0706
Originally applied to OCR, but more issues for signs. See also Computational Framework for Family of Order Statistic Filters for Tensor Valued Data. BibRef

Hwang, T.H.[Tae-Hyun], Joo, I.H.[In-Hak], Cho, S.I.[Seong-Ik],
Detection of Traffic Lights for Vision-Based Car Navigation System,
PSIVT06(682-691).
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Vázquez-Reina, A., López-Sastre, R.J., Siegmann, P., Lafuente-Arroyo, S., Gómez-Moreno, H.,
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Automatic Roadway Geometry Measurement Algorithm Using Video Images,
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Lombardi, L.[Luca], Marmo, R.[Roberto], Toccalini, A.[Andrea],
Automatic Recognition of Road Sign Passo-Carrabile,
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Ballerini, R.[Roberto], Cinque, L.[Luigi], Lombardi, L.[Luca], Marmo, R.[Roberto],
Rectangular Traffic Sign Recognition,
CIAP05(1101-1108).
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Silapachote, P., Weinman, J., Hanson, A.R., Mattar, M.A., Weiss, R.,
Automatic Sign Detection and Recognition in Natural Scenes,
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Silapachote, P.[Piyanuch], Hanson, A.R.[Allen R.], Weiss, R.[Richard],
A Hierarchical Approach to Sign Recognition,
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Oh, J.T.[Jun-Taek], Kwak, H.W.[Hyun-Wook], Sohn, Y.H.[Young-Ho], Kim, W.H.[Wook-Hyun],
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Detecting reflection posts: Lane recognition on country roads,
IVS04(304-309).
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Hofler, H., Dambacher, M., Dimopoulos, N., Jetter, V.,
Monitoring and inspecting overhead wires and supporting structures,
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Road signs recognition using a dynamic pixel aggregation technique in the HSV color space,
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IEEE Top Reference. 0210
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Janet, J.A., White, M.W., Chase, T.A., Luo, R.C., Sutto, J.C.,
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Chapter on Active Vision, Camera Calibration, Mobile Robots, Navigation, Road Following continues in
Railroads, Inspection, Obstacles .