7.10.10 Statistical Image Models

Kretzmer, E.R.,
Statistics of Television Signals,
Bell System Tech.(31), No. 4, July 1952, pp. 7551-763. BibRef 5207

Swerling, P.,
Statistical Properties of the Contours of Random Surfaces,
IT(8), No. 3, July 1962, pp. 315-321. BibRef 6207

Pawula, R.F.,
Comments on 'Statistical Properties of the Contours of Random Surfaces',
IT(9), No. 3, July 1963, pp. 208-209. BibRef 6307

Hunt, B.R., and Cannon, T.M.,
Nonstationary Assumptions for Gaussian Models of Images,
SMC(6), December 1976, pp. 876-881. See also Comments on Nonstationary Assumptions for Gaussian Models of Images. BibRef 7612

Hunt, B.R.,
Nonstationary Statistical Image Models (and Their Application to Image Data compression),
CGIP(12), 1980, pp. 173-186. BibRef 8000

Trussell, H.J., and Kruger, R.P.,
Comments on Nonstationary Assumptions for Gaussian Models of Images,
SMC(8), 1978, pp. 579-582. See also Nonstationary Assumptions for Gaussian Models of Images. BibRef 7800

Panda, D.P.,
Statistical Properties of Thresholded Images,
CGIP(8), No. 3, 1978, pp. 334-354. BibRef 7800

Kadota, T.T.,
Piecewise Linear Random Paths on a Plane and a Central Limit Theorem,
IT(1), 1983, pp. 241-245. BibRef 8300

Kadota, T.T., Seery, J.B.,
Probability Distributions of Randomly Moving Objects on a Plane,
IT(1), 1983, pp. 756-761. BibRef 8300

Kashyap, R.L.,
Orientation of Anisotropic Random Fields and Images,
PRL(2), 1984, pp. 249-256. BibRef 8400

Dunn, S.M., Keizer, R.L., Rosenfeld, A.,
Random Field Identification from a Sample: Experimental Results,
PRL(8), 1988, pp. 15-20. BibRef 8800

Jeulin, D.,
Special Section On Random Models In Imaging,
JEI(6), No. 1, January 1997, pp. 6-6. 9807 BibRef

Pikaz, A.[Arie], Averbuch, A.[Amir],
On the Relation between Second-Order Statistics, Connectivity Analysis, and Percolation Models in Digital Textures,
GMIP(60), No. 3, May 1998, pp. 226-232. BibRef 9805

Aykroyd, R.G.[Robert G.],
Bayesian Estimation for Homogeneous and Inhomogeneous Gaussian Random Fields,
PAMI(20), No. 5, May 1998, pp. 533-539.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9806 BibRef

Sun, C.M.[Chang-Ming],
Fast Algorithm for Local Statistics Calculation for N -Dimensional Images,
RealTimeImg(7), No. 6, December 2001, pp. 519-527.
WWW Version. 0202 BibRef

Eom, K.B.,
Long-correlation image models for textures with circular and elliptical correlation structures,
IP(10), No. 7, July 2001, pp. 1047-1055.
WWW Version. 0108 BibRef

Srivastava, A., Lee, A.B., Simoncelli, E.P., Zhu, S.C.,
On Advances in Statistical Modeling of Natural Images,
JMIV(18), No. 1, January 2003, pp. 17-33.
WWW Version. 0301 BibRef

Lee, A.B.[Ann B.], Pedersen, K.S.[Kim S.], Mumford, D.[David],
The Nonlinear Statistics of High-Contrast Patches in Natural Images,
IJCV(54), No. 1-3, August 2003, pp. 83-103.
WWW Version. 0306 BibRef
Earlier:
The Complex statistics of high contrast patches in natural images,
SCTV01(xx-yy). 0106 BibRef

Pedersen, K.S.[Kim Steenstrup], Duits, R.[Remco], Nielsen, M.[Mads],
On a Kernels, Lévy Processes, and Natural Image Statistics,
ScaleSpace05(468-479).
WWW Version. 0505 BibRef

Deléchelle, É.[Éric], Nunes, J.C.[Jean-Claude], Lemoine, J.[Jacques],
Empirical mode decomposition synthesis of fractional processes in 1D- and 2D-space,
IVC(23), No. 9, 1 September 2005, pp. 799-806.
WWW Version. 0508Gaussian, Brownian texture models. BibRef

Lillholm, M.[Martin], Nielsen, M.[Mads], Griffin, L.D.[Lewis D.],
Feature-Based Image Analysis,
IJCV(52), No. 2-3, May-June 2003, pp. 73-95.
WWW Version. 0301 See also Superficial and deep structure in linear diffusion scale space: isophotes, critical points and separatrices. BibRef

Nielsen, M., Lillholm, M.,
What do features tell about images?,
ScaleSpace01(xx-yy). 0106 BibRef

Griffin, L.D.[Lewis D.], Lillholm, M.[Martin],
Hypotheses for Image Features, Icons and Textons,
IJCV(70), No. 3, December 2006, pp. 213-230.
WWW Version. 0608 BibRef
Earlier:
Image Features and the 1-D, 2nd Order Gaussian Derivative Jet,
ScaleSpace05(26-37).
WWW Version. 0505 BibRef

Griffin, L.D.[Lewis D.], Lillholm, M.[Martin],
Mode Estimation Using Pessimistic Scale Space Tracking,
ScaleSpace03(266-280).
HTML Version. 0310 BibRef

Tagliati, E., Griffin, L.D.,
Features in scale-space: progress on the 2D 2nd order jet,
ScaleSpace01(xx-yy). 0106 BibRef

Griffin, L.D.[Lewis D.],
The Second Order Local-Image-Structure Solid,
PAMI(29), No. 8, August 2007, pp. 1355-1366.
WWW Version. 0707 BibRef

Lillholm, M.[Martin], Griffin, L.D.[Lewis D.],
Maximum Likelihood Metameres for Local 2nd Order Image Structure of Natural Images,
SSVM07(394-405).
WWW Version. 0705 BibRef

Griffin, L.D.[Lewis D.],
Symmetries of 1-D Images,
JMIV(31), No. 2-3, July 2008, pp. 157-164.
WWW Version. 0711 BibRef

Zheng, H.W.[Hong-Wei], Hellwich, O.[Olaf],
Extended Mumford-Shah Regularization in Bayesian Estimation for Blind Image Deconvolution and Segmentation,
IWCIA06(144-158).
WWW Version. 0606 BibRef

Xu, C.L.[Cun Lu], Chen, Y.Q.[Yan Qiu],
Statistical landscape features for texture classification,
ICPR04(I: 676-679).
WWW Version. 0409 BibRef

Huang, J.[Jinggang], Mumford, D.[David],
Statistics of Natural Images and Models,
CVPR99(I: 541-547).
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 9900

Sullins, J.R.[John R.],
Distributed learning of texture classification,
ECCV90(347-358).
WWW Version. 9004 BibRef

Chapter on 2-D Feature Analysis, Extraction and Representations, Shape, Skeletons, Texture continues in
Dynamic Textures .