Research Catalog

Title

Neural, morphological, and stochastic methods in image and signal processing : 10-11 July, 1995, San Diego, California / Edward R. Dougherty [and others], chairs/editors ; sponsored and published by SPIE--the International Society for Optical Engineering.

Publication

Bellingham, Wash., USA : SPIE, [1995], ©1995.

Items in the Library & Off-site

Holdings

Details

Additional Authors

• Dougherty, Edward R.
• Society of Photo-optical Instrumentation Engineers.

Description

vii, 304 pages : illustrations; 28 cm.

Series Statement

Proceedings / SPIE--the International Society for Optical Engineering ; v. 2568

Uniform Title

Proceedings of SPIE--the International Society for Optical Engineering ; v. 2568.

Subjects

• Image processing > Digital techniques > Congresses
• Signal processing > Digital techniques > Congresses
• Computer vision > Congresses
• Neural networks (Computer science) > Congresses
• Stochastic processes > Congresses

Bibliography (note)

• Includes bibliographic references and author index.

Contents

• Hierarchical Markov random field models applied to image analysis: a review / C. Graffigne, F. Heitz, P. Perez, F. Preteux, M. Sigelle and J. Zerubia -- Noncausal predictive image coding / P. Zhou -- Multiresolution Markov random field and multigrid algorithm for a discontinuity-preserving estimation of the optical flow / E. Memin and P. Perez -- Hierarchical statistical models for the fusion of multiresolution image data / J.-M. Laferte, F. Heitz, P. Perez and E. Fabre -- Hierarchical method for the detection of moving objects in a sequence of images / W. Xiong and C. Graffigne -- Characterization of translation-invariant elementary operators for gray-level morphology / G. J. F. Banon -- Computational representation of increasing lattice-valued image operators / D. Sinha and E. R. Dougherty -- Tiling and demand-driven evaluation for picture processing / P. J. Horain and V. Dogaru -- Valuation of image extrema using alternating filters by reconstruction / C. Vachier --
• Self-consistent mathematical morphological filter for removing cirrus noise from far-infrared astronomical images / L. X. He, J. P. Basart, P. N. Appleton and J. Pedelty -- New results on optimality and consistency of morphological openings and closings / N. D. Sidiropoulos, J. S. Baras and C. A. Berenstein -- Optimal morphological peak classification / E. R. Dougherty and Y. Chen -- Granulometric estimation of shape parameters / S. Batman and E. R. Dougherty -- Mathematical morphology tools for 3D image analysis of porous media / U. M. Braga Neto and R. A. Lotufo -- Geometric Maxwell equations and the structure of diffusive scale spaces / N. F. Rougon and F. Preteux -- Simultaneous restoration and segmentation using cluster approximations to Markov random fields / C. Wu and P. C. Doerschuk -- Reconstruction of viruses from solution x-ray scattering data / Y. Zheng, P. C. Doerschuk and J. E. Johnson --
• VLSI implementable parallel stochastic learning algorithm / L. V. Ruiz and A. S. Pandya -- Texture analysis using genetic algorithms and partially ordered Markov models / J. L. Davidson, X. Hua and D. Ashlock -- Convergence of unsupervised image segmentation algorithms / C. S. Won -- Adaptive Markovian model for 3D x-ray vascular reconstruction / E. Payot, F. Preteux, R. Guillemaud and Y. L. Trousset -- Automatic programming of binary morphological machines by PAC learning / J. Barrera, N. S. Tomita, F. S. Correa da Silva and R. Terada -- Generalized method of moments for shape distribution in random images / F. Sand -- High-order neural networks for image recognition / O. A. Uwechue, A. S. Pandya and P. Szabo -- Neural networks with cellular atrophy for geometric database classifications / D. L. Ali -- Neural network architecture for fault diagnosis of digital circuits / S. Barua --
• Nonlinear spectral extrapolation: new results and application to spatial and medical imaging / B. Rouge and A. Seghier -- Fast analog associative memory / J. M. Kinser -- Mathematical morphology and higher-order neural networks / S. Skoneczny, J. Szostakowski, A. Stajniak and W. Zydanowicz.

ISBN

0819419273

LCCN

95068583

OCLC

ocm33144607

Owning Institutions

Columbia University Libraries