8.8.9 Noise Models in Segmentation

Chapter Contents (Back)
Noise. Texture Segmentation.

Bell, Z.,
A Bayesian/Monte Carlo Segmentation Method for Images Dominated by Gaussian Noise,
PAMI(11), No. 9, September 1989, pp. 985-990.
IEEE DOI BibRef 8909

Goutsias, J., and Mendel, J.M.,
Simultaneous Optimal Segmentation and Model Estimation of Nonstationary Noisy Images,
PAMI(11), No. 9, September 1989, pp. 990-998.
IEEE DOI BibRef 8909

Wang, T.[Tao], Zhuang, X.H.[Xin-Hua], Xing, X.L.[Xiao-Liang],
Robust and Adaptive Segmentation of Noisy Images Using Gibbs Random Field Models,
PRAI(6), 1992, pp. 753-775. BibRef 9200
And:
The use of Gibbs random fields for image segmentation,
ICPR92(III:57-60).
IEEE DOI 9208
BibRef

Wang, T.[Tao], Zhuang, X.H.[Xin-Hua], Xing, X.L.[Xiao-Liang],
Robust Segmentation of Noisy Images Using a Neural Network Model,
IVC(10), No. 4, May 1992, pp. 233-240.
Elsevier DOI BibRef 9205

Spann, M., Grace, A.E.,
Adaptive Segmentation of Noisy and Textured Images,
PR(27), No. 12, December 1994, pp. 1717-1733.
Elsevier DOI BibRef 9412

Murino, V.[Vittorio], Ottonello, C.[Cinthya], Pagnan, S.[Sergio],
Noisy Texture Classification: A Higher Order Statistics Approach,
PR(31), No. 4, April 1998, pp. 383-393.
Elsevier DOI 9803
BibRef

Chakraborty, A.[Amit], Duncan, J.S.[James S.],
Game-Theoretic Integration for Image Segmentation,
PAMI(21), No. 1, January 1999, pp. 12-30.
IEEE DOI Integrate edge based and region based approaches. Applied to MR images, with their kinds of noise. BibRef 9901

Chesnaud, C.[Christophe], Réfrégier, P.[Philippe], Boulet, V.[Vlady],
Statistical Region Snake-Based Segmentation Adapted to Different Physical Noise Models,
PAMI(21), No. 11, November 1999, pp. 1145-1157.
IEEE DOI 9912
Region snakes, not edge snakes, base on statistics of the region inside and outside the snake. The examples seem to show extraction with very low contrasts. BibRef

Gilles, J.[Jérôme],
Noisy Image Decomposition: A New Structure, Texture and Noise Model Based on Local Adaptivity,
JMIV(28), No. 3, July 2007, pp. 285-295.
Springer DOI 0709
BibRef

Despotovic, I., Vansteenkiste, E., Philips, W.,
Spatially Coherent Fuzzy Clustering for Accurate and Noise-Robust Image Segmentation,
SPLetters(20), No. 4, April 2013, pp. 295-298.
IEEE DOI 1303
BibRef

Despotovic, I.[Ivana], Jelaca, V.[Vedran], Vansteenkiste, E.[Ewout], Philips, W.[Wilfried],
Noise-Robust Method for Image Segmentation,
ACIVS10(I: 153-162).
Springer DOI 1012
BibRef

Despotovic, I.[Ivana], Goossens, B.[Bart], Vansteenkiste, E.[Ewout], Philips, W.[Wilfried],
An improved fuzzy clustering approach for image segmentation,
ICIP10(249-252).
IEEE DOI 1009
BibRef


Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Texture and Color, Color and Texture, for Segmentation .


Last update:Apr 20, 2019 at 12:32:38