8.8.8 Multi-Scale, Pyramid Texture Segmentation Approaches

Unser, M., and Eden, M.,
Multiresolution Feature Extraction and Selection for Texture Segmentation,
PAMI(11), No. 7, July 1989, pp. 717-728.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 8907
Earlier:
A Multi-Resolution Feature Reduction Technique for Image Segmentation with Multiple Components,
CVPR88(568-573).
IEEE Abstract. IEEE Top Reference. BibRef

Spann, M., Horne, C.,
Image Segmentation Using a Dynamic Thresholding Pyramid,
PR(22), No. 6, 1989, pp. 719-732.
WWW Version. 0309
BibRef

Ahuja, N.,
A Transform for Multiscale Image Segmentation by Integrated Edge and Region Detection,
PAMI(18), No. 12, December 1996, pp. 1211-1235.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9701
Scale Space. Medial Axis Transform. First, global operation on pairs of pixels, then integration of the results. Uses an attraction force field where pixels in a region are "attracted" resulting in a convergent flow field. BibRef

Ahuja, N.[Narendra],
A Transform for Multiscale Image Segmentation,
AIU96(45-64). BibRef 9600
And: TRBeckman Institute, 96-01, July 1995. BibRef
A Transform for Detection of Multiscale Image Structure,
CVPR93(780-781).
IEEE Abstract. IEEE Top Reference. BibRef DARPA93(893-903). Multiple scale, generate edges and skeletons to get final regions. BibRef

Ahuja, N., Jackson, S.A.,
Multiscale Region Detection,
ARPA96(961-968). BibRef 9600

Courtney, C., Ahuja, N.,
Segmentation of Volume Images Using a Multiscale Transform,
ICPR96(II: 432-436).
IEEE DOI Link 9608
(Univ. of Illinois, USA) BibRef

Tabb, M., Ahuja, N.,
Multiscale Image Segmentation by Integrated Edge and Region Detection,
IP(6), No. 5, May 1997, pp. 642-655.
IEEE DOI Link 9705
BibRef

Ahuja, N.[Narendra], and Tabb, M.[Mark],
Multiscale Image Segmentation Using a Recent Transform,
ARPA94(II:1523-1530). BibRef 9400

Tabb, M., Ahuja, N.,
A Multiscale Region-Based Approach to Image Matching,
ICPR94(A:415-419).
IEEE DOI Link BibRef 9400

Bajcsy, P., Ahuja, N.,
Segmentation of Multidimensional Images,
ARPA96(937-942). Scale Space. BibRef 9600

Lam, S.W.C.[Stephen W. C.], Ip, H.H.S.[Horace H. S.],
Structural Texture Segmentation Using Irregular Pyramid,
PRL(15), No. 7, July 1994, pp. 691-698. BibRef 9407
Earlier:
Adaptive pyramid approach to texture segmentation,
CAIP93(267-274).
Springer DOI Link 9309
BibRef

Ip, H.H.S., Lam, S.W.C.,
3-Dimensional Structural Texture Modeling and Segmentation,
PR(28), No. 9, September 1995, pp. 1299-1319.
WWW Version. BibRef 9509

Ashton, E.A., Parker, K.J.,
Multiple Resolution Bayesian Segmentation of Ultrasound Images,
USI(17), No. 4, October 1995, pp. 291-304. BibRef 9510

Hofmann, T.[Thomas], Puzicha, J.[Jan], and Buhmann, J.M.[Joachim M.],
Unsupervised Texture Segmentation in a Deterministic Annealing Framework,
PAMI(20), No. 8, August 1998, pp. 803-818.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9808
Earlier:
An Optimization Approach to Unsupervised Hierarchical Texture Segmentation,
ICIP97(III: 213-216).
IEEE DOI Link Abstract available from:
WWW Version. See also Pairwise Data Clustering by Deterministic Annealing. BibRef

Hofmann, T.[Thomas], Puzicha, J.[Jan], Buhmann, J.M.[Joachim M.],
Unsupervised Segmentation of Textured Images by Pairwise Data Clustering,
ICIP96(III: 137-140).
IEEE DOI Link BibRef 9600
And:
A Deterministic Annealing Framework for Unsupervised Texture Segmentation,
TRIAI-TR-96-2, Institut f|r Informatik III, University of Bonn. 1996. BibRef

Puzicha, J., Hofmann, T., Buhmann, J.M.,
Non-Parametric Similarity Measures for Unsupervised Texture Segmentation and Image Retrieval,
CVPR97(267-272).
IEEE Abstract. IEEE Top Reference.
WWW Version. 9704

WWW Version. Gabor filters; texture. BibRef

Puzicha, J.[Jan], Buhmann, J.M.[Joachim M.],
Multiscale Annealing for Grouping and Unsupervised Texture Segmentation,
CVIU(76), No. 3, December 1999, pp. 213-230. 0001

WWW Version. BibRef
Earlier:
Multiscale Annealing for Real-Time Unsupervised Texture Segmentation,
ICCV98(267-273).
IEEE DOI Link BibRef
And: TRIAI-TR-97-4, Institut f|r Informatik III, University of Bonn. April 1997. Abstract available from:
WWW Version. BibRef

Comer, M.L.[Mary L.], Delp, E.J.[Edward J.],
Segmentation of Textured Images Using a Multiresolution Gaussian Autoregressive Model,
IP(8), No. 3, March 1999, pp. 408-420.
IEEE DOI Link BibRef 9903

Comer, M.L.[Mary L.], Delp, E.J.[Edward J.],
The EM/MPM Algorithm for Segmentation of Textured Images: Analysis and Further Experimental Results,
IP(9), No. 10, October 2000, pp. 1731-1744.
IEEE DOI Link 0010
BibRef
Earlier: ICIP96(III: 947-950).
IEEE DOI Link BibRef
Earlier:
Parameter estimation and segmentation of noisy or textured images using the EM algorithm and MPM estimation,
ICIP94(II: 650-654).
IEEE DOI Link 9411
BibRef

Hsu, T.I.[Tao-I], Kuo, J.L.[Jiann Ling], Wilson, R.,
A multiresolution texture gradient method for unsupervised segmentation,
PR(33), No. 11, November 2000, pp. 1819-1833.
WWW Version. 0011
BibRef

Bandera, A.[Antonio], Urdiales, C.[Cristina], Arrebola, F.[Fabián], Sandoval, F.[Francisco],
Scale-dependent hierarchical unsupervised segmentation of textured images,
PRL(22), No. 2, February 2001, pp. 171-181. 0101
BibRef

Coslado, F.J., Camacho, P., González, M., Sandoval, F.[Francisco],
Hardware architecture for hierarchical segmentation in foveal images,
IJIST(14), No. 4, 2004, pp. 153-166.
WWW Version. 0408
BibRef

Marfil, R., Rodríguez, J.A., Bandera, A.[Antonio], Sandoval, F.,
Bounded irregular pyramid: a new structure for color image segmentation,
PR(37), No. 3, March 2004, pp. 623-626.
WWW Version. 0401
BibRef

Rubio, T.J., Bandera, A., Urdiales, C., Sandoval, F.,
A hierarchical context-based textured image segmentation algorithm for aerial images,
Texture02(117-122). 0207
BibRef

Marfil, R., Molina-Tanco, L., Bandera, A.[Antonio], Rodríguez, J.A., Sandoval, F.[Francisco],
Pyramid segmentation algorithms revisited,
PR(39), No. 8, August 2006, pp. 1430-1451.
WWW Version. 0606
Irregular pyramids; Regular pyramids; Combinatorial map; Graphs; Decimation schemes See also Fast gesture recognition based on a two-level representation. BibRef

Marfil, R., Molina-Tanco, L., Rodriguez, J.A., Sandoval, F.,
Real-time object tracking using bounded irregular pyramids,
PRL(28), No. 9, 1 July 2007, pp. 985-1001.
WWW Version. 0704
Non-rigid object tracking; Multiple object tracking; Target representation and localization; Hierarchical template matching; Template-based tracking BibRef

Torres, F.[Fuensanta], Marfil, R.[Rebeca], Bandera, A.[Antonio],
3D Image Segmentation Using the Bounded Irregular Pyramid,
CAIP09(979-986).
Springer DOI Link 0909
BibRef

Marfil, R.[Rebeca], Bandera, A.[Antonio], Sandoval, F.[Francisco],
Perception-Based Image Segmentation Using the Bounded Irregular Pyramid,
DAGM07(244-253).
Springer DOI Link 0709
BibRef

Marfil, R., Bandera, A.,
Comparison of Perceptual Grouping Criteria within an Integrated Hierarchical Framework,
GbRPR09(366-375).
Springer DOI Link 0905
BibRef

Wang, J.Z.[James Z.], Li, J.[Jia], Gray, R.M.[Robert M.], Weiderhold, G.[Gio],
Unsupervised Multiresolution Segmentation for Images with Low Depth of Field,
PAMI(23), No. 1, January 2001, pp. 85-90.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0101
BibRef
Earlier: A2, A1, A3, A4:
Multiresolution object-of-interest detection for images with low depth of field,
CIAP99(32-37).
IEEE DOI Link 9909
Segmentation for indexing. Multi-resolution. Separate sharply focused object of interest from other foreground and background objects. Find where edges occur, the blurred regions do not have edges at high resolutions. BibRef

Pyun, K.[Kyungsuk], Lim, J.[Johan], Gray, R.M.[Robert M.],
A covariance adjustment method in compressed domain for noisy image segmentation,
ICIP08(2268-2271).
IEEE DOI Link 0810
BibRef

Won, C.S.[Chee Sun],
Automatic Object Extraction in Images using Embedded Labels,
CRV08(231-236).
IEEE DOI Link 0805
BibRef

Won, C.S.[Chee Sun], Pyan, K., Gray, R.M.,
Automatic object segmentation in images with low depth of field,
ICIP02(III: 805-808).
IEEE Abstract. IEEE Top Reference. 0210
Get the focused foreground objects. BibRef

Liang, K.H., Tjahjadi, T.,
Adaptive Scale Fixing for Multiscale Texture Segmentation,
IP(15), No. 1, January 2006, pp. 249-256.
IEEE DOI Link 0601
BibRef

Dong, X., Pollak, I.,
Multiscale Segmentation With Vector-Valued Nonlinear Diffusions on Arbitrary Graphs,
IP(15), No. 7, July 2006, pp. 1993-2005.
IEEE DOI Link 0606
BibRef
Earlier:
Multiscale Texture Segmentation with Vector-Valued Nonlinear Diffusions on Arbitrary Graphs,
ICIP05(III: 824-827).
IEEE DOI Link 0512
BibRef

Dong, X., Pollak, I.,
Circle-Valued Nonlinear Diffusions with Application to Texture Segmentation,
ICIP06(1105-1108). 0610

IEEE DOI Link BibRef

Pérez, C.B.[Cynthia Beatriz], Olague, G.[Gustavo],
Unsupervised Evolutionary Segmentation Algorithm Based on Texture Analysis,
EvoIASP07(407-414).
Springer DOI Link 0704
BibRef

Olague, G.[Gustavo], Romero, E.[Eva], Trujillo, L.[Leonardo], Bhanu, B.[Bir],
Multiclass Object Recognition Based on Texture Linear Genetic Programming,
EvoIASP07(291-300).
Springer DOI Link 0704
BibRef

Tzotsos, A., Iosifidis, C., Argialas, D.,
Integrating texture features into a region-based multi-scale image segmentation algorithm,
OBIA06(xx-yy).
PDF Version. 0607
BibRef

Jagannaffian, A., Miller, E.,
A graph-theoretic approach to miultiscale texture segmentation,
ICIP02(II: 777-780).
IEEE Abstract. IEEE Top Reference. 0210
BibRef

Lakshmanan, V., DeBrunner, V.E., Rabin, R.,
Nested partitions using texture segmentation,
Southwest02(153-157).
IEEE Top Reference. 0208
BibRef

Wan, Y., Nowak, R.D.,
A New Multiscale Bayesian Model Averaging Framework for Texture Segmentation,
ICIP00(Vol I: 509-512).
IEEE Abstract. IEEE Top Reference. 0008
BibRef

Petrosino, A.[Alfredo], Ceccarelli, M.[Michele],
Unsupervised Texture Discrimination Based on Rough Fuzzy Sets and Parallel Hierarchical Clustering,
ICPR00(Vol III: 1088-1091).
IEEE DOI Link 0009
BibRef

Boukerroui, D.[Djamal], Basset, O.[Olivier], Baskurt, A.[Atilla],
Multiresolution Adaptive Image Segmentation based on Global and Local Statistics,
ICIP99(I:358-361).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Schmid, V., Maher, M., Lueder, E.,
Spatio-spectral dissimilarity algorithm for multiresolution texture segmentation,
ICIP98(III: 795-798).
IEEE DOI Link 9810
BibRef

Henkel, R.D.[Rolf D.],
Segmentation in scale space,
CAIP95(41-48).
Springer DOI Link 9509
BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Noise Models in Segmentation .