6.5.3 Hough Transform -- General Features

Ballard, D.H.,
Generalizing the Hough Transform to Detect Arbitrary Shapes,
PR(13), No. 2, 1981, pp. 111-122.
WWW Version. BibRef 8100
And: RCV87(714-725). Generate a mapping based on the given shape, this allows detection of partially occluded shapes. BibRef

Sloan, Jr., K.R., and Ballard, D.H.,
Experience with the Generalized Hough Transform,
DARPA80(150-156). BibRef 8000
And: ICPR80(174-179). BibRef

Tanaka, H.T.[Hiromi], Ballard, D.H.[Dana H.], Tsuji, S.[Saburo], and Curtiss, M.[Matthew],
Parallel Polyhedral Shape Recognition,
CVPR85(491-496). (Osaka Univ. and Univ. of Rochester) Use Hough to find known model in a 3-D scene. BibRef 8500

Brown, C.M., Curtiss, M.B., Sher, D.B.[David B.],
Advanced Hough Transform Implementations,
IJCAI83(1081-1085). BibRef 8300

Davis, L.S.,
Hierarchical Generalized Hough Transforms and Line-Segment Based Generalized Hough Transforms,
PR(15), No. 4, 1982, pp. 277-285.
WWW Version. BibRef 8200

Henderson, T.C., Fai, W.S.,
The 3-D Hough Shape Transform,
PRL(2), 1984, pp. 235-238. BibRef 8400

Bose, C.B., and Amir, I.,
Design of Fiducials for Accurate Registration Using Machine Vision,
PAMI(12), No. 12, December 1990, pp. 1196-1200.
IEEE Abstract. IEEE Top Reference.
WWW Version. And comment below. BibRef 9012

Bhandarkar, S.M., Suk, M.,
Qualitative Features and the Generalized Hough Transform,
PR(25), No. 9, September 1992, pp. 987-1006.
WWW Version. BibRef 9209

Chiorboli, G., and Vecchi, G.P.,
Comments on 'Design of Fiducials for Accurate Registration Using Machine Vision',
PAMI(15), No. 12, December 1993, pp. 1330-1332.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9312

O'Gorman, L., Bruckstein, A.M., Bose, C.B., and Amir, I.,
Subpixel Registration Using a Concentric Ring Fiducial,
ICPR90(II: 249-253).
WWW Version. BibRef 9000
And:
A Comparison of Fiducial Shapes for Machine Vision Registration,
MVA90(253-256). BibRef

Efratand, A., and Gotsman, C.,
Subpixel Image Registration Using Circular Fiducials,
CComplex(4), No. 4, 1994, pp. 403-422. BibRef 9400

Pao, D.C.W., Li, H.F., and Jayakumar, R.,
Shapes Recognition Using the Straight Line Hough Transform: Theory and Generalization,
PAMI(14), No. 11, November 1992, pp. 1076-1089.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9211
Earlier:
Detecting parameteric curves using the straight line Hough transform,
ICPR90(I: 620-625).
WWW Version. 9006Generate the Hough transform for the objects and create a Signature of the transform array. These are compared (template type match?) to the HT of the input image to extract the rotation of the object in the scene. BibRef

da Fontoura Costa, L.[Luciano], Sandler, M.B.[Mark B.],
Effective Detection of Digital Bar Segments with Hough Transform,
GMIP(55), No. 3, May 1993, pp. 180-191. BibRef 9305

Cooper, M.A.,
A Probability Weighted Hough Transform Technique for Shape Retrieval from Noisy Imagery,
PRL(15), No. 6, June 1994, pp. 619-630. BibRef 9406

Ser, P.K., Siu, W.C.,
A New Generalized Hough Transform for the Detection of Irregular Objects,
JVCIR(6), No. 3, September 1995, pp. 256-264. BibRef 9509

Milanfar, P.,
On the Hough Transform of a Polygon,
PRL(17), No. 2, February 8 1996, pp. 209-210. BibRef 9602

Ioannou, D., Dugan, E.T., Laine, A.F.,
On The Uniqueness of the Representation of a Convex Polygon by Its Hough Transform,
PRL(17), No. 12, October 25 1996, pp. 1259-1264. 9612 BibRef

Ioannou, D., Dugan, E.T.,
Parallelogram Detection in a Digital Image with the Use of the Hough Transform,
ICPR96(II: 532-536).
WWW Version. 9608(Univ. of Florida, USA) BibRef

Nagata, T., Zha, H.B.,
Determining Orientation, Location and Size of Primitive Surfaces by a Modified Hough Transformation Technique,
PR(21), No. 5, 1988, pp. 481-491.
WWW Version. BibRef 8800

Albanesi, M., and Ferretti, M.,
Systolic Merging and Ranking of Votes for the Generalized Hough Transform,
PRAI(9), 1995, pp. 315-341. BibRef 9500

Davies, E.R.,
Locating Objects from Their Point Features Using an Optimized Hough-Like Accumulation Technique,
PRL(13), 1992, pp. 113-121. BibRef 9200

Davies, E.R.,
Computationally efficient Hough Transform for 2D object location,
BMVC93(xx). (RHBNC, London); BibRef 9300

Jeng, S.C., Tsai, W.H.,
Fast Generalized Hough Transform,
PRL(11), 1990, pp. 725-733. BibRef 9000

Davies, E.R.,
Minimising the Search Space for Polygon Detection Using the Generalised Hough Transform,
PRL(9), 1989, pp. 181-192. BibRef 8900

Davies, E.R.,
A New Framework for Analyzing the Properties of the Generalized Hough Transform,
PRL(6), 1987, pp. 1-7. BibRef 8700

Bhandarkar, S.M.,
A Fuzzy Probabilistic Model for the Generalized Hough Transform,
SMC(24), 1994, pp. 745-759. BibRef 9400

Ioannou, D.,
Polygonal Object Recognition with the Use of the Hough Transform,
SP(56), No. 1, January 1997, pp. 119-120. 9704 BibRef

Lo, R.C., Tsai, W.H.,
Perspective-Transformation-Invariant Generalized Hough Transform for Perspective Planar Shape,
PR(30), No. 3, March 1997, pp. 383-396.
WWW Version. 9705 BibRef

Wu, P.S., Li, M.,
Pyramid Adaptive Dynamic Hough Transform to Detect Edges with Arbitrary Shapes,
OptEng(36), No. 5, May 1997, pp. 1425-1430. 9706 BibRef

Samal, A., Edwards, J.,
Generalized Hough Transform for Natural Shapes,
PRL(18), No. 5, May 1997, pp. 473-480. 9708 BibRef

Tsai, D.M.,
An Improved Generalized Hough Transform for the Recognition of Overlapping Objects,
IVC(15), No. 12, December 1997, pp. 877-888.
WWW Version. 9802 BibRef

Chatzis, V., Pitas, I.,
Fuzzy Cell Hough Transform for Curve Detection,
PR(30), No. 12, December 1997, pp. 2031-2042.
WWW Version. 9805 BibRef
Earlier:
Introducing the Select and Split Fuzzy Cell Hough Transform,
ICPR96(II: 552-556).
WWW Version. 9608(Univ. of Thessaloniki, GR) BibRef

McLaughlin, R.A.[Robert A.], Alder, M.D.[Michael D.],
The Hough Transform Versus the UpWrite,
PAMI(20), No. 4, April 1998, pp. 396-400.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9806UpWrite is a alternative to the Hough for line/circle extraction. Programs related to this are available from
HTML Version. BibRef

Shankar, B.U., Murthy, C.A., Pal, S.K.,
A New Gray-Level Based Hough Transform for Region Extraction: An Application to IRS Images,
PRL(19), No. 2, February 1998, pp. 197-204. 9808 BibRef

Olson, C.F.[Clark F.],
Improving the Generalized Hough Transform Through Imperfect Grouping,
IVC(16), No. 9-10, July 1998, pp. 627-634.
WWW Version. 9808
PDF Version. BibRef

Olson, C.F.[Clark F.],
Constrained Hough Transforms for Curve Detection,
CVIU(73), No. 3, March 1999, pp. 329-345.
WWW Version.
HTML Version.
PDF Version. BibRef 9903
Earlier:
Decomposition of the Hough Transform: Curve Detection with Effcient Error Propagation,
ECCV96(I:263-272).
WWW Version. Decompose into subproblems that consider only a part of the parameter space. BibRef

Uchino, E., Yamakawa, T., Hirakawa, K.,
Effective Detection of Nucleus in Cytodiagnosis by Employing Combinatorial Fuzzy Hough Transform,
JIFS(5), No. 4, 1997, pp. 333-343. 9809 BibRef

Glossop, K., Lisboa, P.J.G., Russell, P.C., Siddans, A., Jones, G.R.,
An Implementation of the Hough Transformation for the Identification and Labelling of Fixed Period Sinusoidal Curves,
CVIU(74), No. 1, April 1999, pp. 96-100.
WWW Version. BibRef 9904

Kassim, A.A., Tan, T., Tan, K.H.,
A comparative study of efficient generalised Hough transform techniques,
IVC(17), No. 10, August 1999, pp. 737-748.
WWW Version. BibRef 9908

Trayner, C., Bailey, N.J., Haynes, B.R.,
Time-Gradient Hough Transforms-Constraining Object Identification by Speed of Motion,
RealTimeImg(6), No. 2, April 2000, pp. 143-153. 0005 BibRef

Aguado, A.S.[Alberto S.], Montiel, M.E.[M. Eugenia], Nixon, M.S.[Mark S.],
Bias Error Analysis of the Generalised Hough Transform,
JMIV(12), No. 1, January 2000, pp. 25-42.
WWW Version. 0505 BibRef
Earlier: A2, A1, A3:
On Resolving Ambiguities in Arbitrary-Shape extraction by the HT,
BMVC00(xx-yy).
PDF Version. 0009 BibRef
Earlier:
Improving parameter space decomposition for the generalised Hough transform,
ICIP96(III: 627-630).
WWW Version. 9610 BibRef

Artolazabal, J.A.R.[Jose A.R.], Illingworth, J.[John], Aguado, A.S.[Alberto S.],
LIGHT: Local Invariant Generalized Hough Transform,
ICPR06(III: 304-307).
WWW Version. 0609 BibRef

Kawamoto, K.[Kazuhiko], Imiya, A.[Atsushi],
Detection of spatial points and lines by random sampling and voting procedure,
PRL(22), No. 2, February 2001, pp. 199-207. 0101 BibRef

Bonnet, N.[Noël],
An unsupervised generalized Hough transform for natural shapes,
PR(35), No. 5, May 2002, pp. 1193-1196.
WWW Version. 0202 BibRef

Cózar, J.R., Guil, N., Zapata, E.L.,
Planar object detection under scaled orthographic projection,
PRL(23), No. 6, April 2002, pp. 719-729.
HTML Version. 0202 BibRef
Earlier: A2, A1, A3:
Planar 3D object detection by using the generalized Hough transform,
CIAP99(358-363).
WWW Version. 9909Hough transform to recognize objects under scaled orthographic projection. BibRef

Shen, F.[Fei], Wang, H.[Han],
Corner detection based on modified Hough transform,
PRL(23), No. 8, June 2002, pp. 1039-1049.
HTML Version. 0204 BibRef

Fiala, M.[Mark], Basu, A.[Anup],
Hough transform for feature detection in panoramic images,
PRL(23), No. 14, December 2002, pp. 1863-1874.
HTML Version. 0208 BibRef

Carreira, M.J.[María J.], Mirmehdi, M.[Majid], Thomas, B.T.[Barry T.], Penas, M.[Marta],
Perceptual primitives from an extended 4D Hough transform,
IVC(20), No. 13-14, December 2002, pp. 969-980.
WWW Version. 0212 BibRef

Ulrich, M.[Markus], Steger, C.T.[Carsten T.], Baumgartner, A.[Albert],
Real-time object recognition using a modified generalized Hough transform,
PR(36), No. 11, November 2003, pp. 2557-2570.
WWW Version. 0309 BibRef

Zhu, Y.X.[Yuan-Xin], Carragher, B., Mouche, F., Potter, C.S.,
Automatic particle detection through efficient hough transforms,
MedImg(22), No. 9, September 2003, pp. 1053-1062.
IEEE Abstract. IEEE Top Reference. 0309 BibRef

Amador, J.J.[José J.],
A pose-invariant approach for hypothesis support,
IJIST(13), No. 4, 2003, pp. 201-207.
WWW Version. 0312Generalized Hough. BibRef

Strzodka, R., Ihrke, I., Magnor, M.,
A Graphics Hardware Implementation of the Generalized Hough Transform for Fast Object Recognition, Scale, and 3D Pose Detection,
CIAP03(188-193).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

Chau, C.P.[Chun-Pong], Siu, W.C.[Wan-Chi],
Generalized Hough Transform Using Regions with Homogeneous Color,
IJCV(59), No. 2, September 2004, pp. 183-199.
WWW Version. 0404 BibRef

Chau, C.P.[Chun-Pong], Siu, W.C.[Wan-Chi],
Adaptive Dual-Point Hough Transform for Object Recognition,
CVIU(96), No. 1, October 2004, pp. 1-16.
WWW Version. 0409 BibRef
Earlier:
Generalized Dual-Point Hough Transform for Object Recognition,
ICIP99(I:560-564).
IEEE Abstract. IEEE Top Reference. BibRef

Ecabert, O.[Olivier], Thiran, J.P.[Jean-Philippe],
Adaptive Hough transform for the detection of natural shapes under weak affine transformations,
PRL(25), No. 12, September 2004, pp. 1411-1419.
WWW Version. 0409 BibRef

Cao, M.Y., Ye, C.H., Doessel, O., Liu, C.,
Spherical parameter detection based on hierarchical Hough transform,
PRL(27), No. 9, July 2006, pp. 980-986.
WWW Version. Sphere detection; 2D Hough transform 0605 BibRef

Xu, C., Velastin, S.A.,
A Comparison between the Standard Hough Transform and the Mahalanobis Distance Hough Transform,
ECCV94(A:93-100).
WWW Version. BibRef 9400

Khoshelham, K.,
Extending Generalized Hough Transform to Detect 3D Objects in Laser Range Data,
Laser07(206).
PDF Version. 0709 BibRef

Ciresan, D.[Dan], Damian, D.[Dana],
Preserving Topological Information in the Windowed Hough Transform for Rectangle Extraction,
DAGM06(172-181).
WWW Version. 0610 BibRef

Barnes, N.[Nick], Loy, G.[Gareth], Shaw, D.[David], Robles-Kelly, A.[Antonio],
Regular Polygon Detection,
ICCV05(I: 778-785).
WWW Version. 0510Regular polygon transform -- into 5-d space. BibRef

Kang, S.K.[Sung Kwan], Choung, Y.C.[Young Chul], Park, J.A.[Jong An],
Image Corner Detection Using Hough Transform,
IbPRIA05(II:279).
WWW Version. 0509 BibRef

Barnes, N.M.,
Non-linear voting in the space variant Hough transform,
OMNIVIS04(xx-yy).
PDF Version. BibRef 0400

Kimura, A., Watanabe, T.,
An extension of the generalized hough transform to realize affine-invariant two-dimensional(2d) shape detection,
ICPR02(I: 65-69).
WWW Version. 0211 BibRef

Wu, H.Y.[Hai-Yuan], Yoshikawa, G., Shioyama, T., Lao, T.[Tshihong], Kawade, M.,
Glasses frame detection with 3D hough transform,
ICPR02(II: 346-349).
WWW Version. 0211 BibRef

Barrett, W.A.[William A.], and Petersen, K.D.[Kevin D.],
Houghing the Hough: Peak Collection for Detection of Corners, Junctions and Line Intersections,
CVPR01(II:302-309).
IEEE Abstract. IEEE Top Reference. 0110 BibRef

Pace, S.,
Fast localisation of mechanical components using Hough transform,
CIAP99(1081-1084).
WWW Version. 9909 BibRef

Wang, Y.D., Funakubo, N.,
Genetic Hough Transform for Curves Detection,
MVA98(xx-yy). BibRef 9800

Hu, Z.[Zhan], Tang, M.[Ming], Tsui, H.T.[Hung Tat],
Direct Triangle Extraction by a Randomized Hough Technique,
ICPR98(Vol I: 717-719).
WWW Version. 9808 BibRef

Gerig, G.,
Linking Image-Space and Accumulator-Space: A New Approach for Object Recognition,
ICCV87(112-117). BibRef 8700

Fung, P.F.[Pina-Fu], Lee, W.S.[Wing-Sze], King, I.,
Randomized Generalized Hough Transform for 2-D Grayscale Object Detection,
ICPR96(II: 511-515).
WWW Version. 9608(Chinese Univ. of Hong Kong, HK) BibRef

Wong, K.C., Sim, H.C., Kittler, J.V.,
Recognition of two dimensional objects based on a novel generalized Hough transform method,
ICIP95(III: 376-379).
WWW Version. 9510 BibRef

Lee, H.M., Kittler, J.V., Wong, K.C.,
Generalised Hough Transform in Object Recognition,
ICPR92(III:285-289).
WWW Version. BibRef 9200

Hu, Z.Y.[Zhan-Yi], Ma, S.D.[Song De],
Towards a New Framework of the Hough Transform,
ICIP96(III: 623-626).
WWW Version. BibRef 9600

Ma, S.D., Chen, X.,
Hough Transform Using Slope and Curvature as Local Properties to Detect Arbitrary 2D Shapes,
ICPR88(I: 511-513).
WWW Version.
IEEE Top Reference. BibRef 8800

Kawato, S.[Shinjiro],
Hough transform to extract 3D information from images of different viewpoints,
CAIP93(528-532).
WWW Version. 9309 BibRef

Chan, C.K., Sandler, M.B.,
A complete shape recognition system using the Hough transform and neural network,
ICPR92(II:21-24).
WWW Version. 9208 BibRef

Kamei, K., Nakamura, Y., Abe, S.,
Fast Shape Detection Using Hough Transform by Raster Operation,
ICPR88(II: 1109-1112).
WWW Version.
IEEE Top Reference. BibRef 8800

Wahl, F.M., Biland, H.P.,
Decomposition of Polyhedral Scenes in Hough Space,
ICPR86(78-84). BibRef 8600

Muller, Y., Mohr, R.,
Planes and Quadrics Detection Using Hough Transform,
ICPR84(1101-1103). BibRef 8400

Shapiro, S.D.,
Criteria for Evaluating Hough Transform Performance,
PRAI-78(62-64). BibRef 7800

Shapiro, S.D.,
Generalizing the Hough Transform,
ICPR78(710-714). BibRef 7800

Chapter on Detection and Analysis of Edges, Lines, Curves, Corners, Hough Transform continues in
Multi-Resolution and Parallel Hough Transform .