NDLI: Mode of posterior marginals with hierarchical models

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Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348)

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Proceedings 1999 International Conference on Image Processing (Cat. 99CH36348)

Table of contents

A study of region partitioning using reciprocal estimation of region models and pixel motion

Image segmentation using hierarchical meshes

A multi-frame, region-feature based technique for motion segmentation

Optimal algorithm for progressive polygon approximation of discrete planar curves

A toolbox for interactive segmentation based on nested partitions

Using an image tree to assist stereo matching

Perceptual grouping of 3D features in aerial image using decision tree classifier

A topographic method for fingerprint segmentation

Active illumination for the segmentation of surface deformations

A generalized region labeling algorithm for image coding, restoration, and segmentation

Long-term memory prediction using affine motion compensation

Motion compensation using adaptive rectangular partitions

A fast full search block matching algorithm for MPEG-4 video

A novel fast motion estimation method based on genetic algorithm

Efficient motion estimation using spatial and temporal motion vector prediction

A new motion estimation algorithm based on adaptive hybrid genetic search and selective vector tracing

Fast block motion estimation for overlapped motion compensation using selective pixel matching

Efficient encoding of dense motion fields for motion-compensated video compression

Coding of motion compensation residuals using edge information

Loop-filtering and post-filtering for low bit-rates moving picture coding

ON/OFF decision of global and local motion compensation in low-bit-rate video coding

A content based retrieval engine for circuit board inspection

Complex wavelet features for fast texture image retrieval

Textural classification of very high-resolution satellite imagery: Empirical estimation of the interaction between window size and detection accuracy in urban environment

Corner-based feature extraction for object retrieval

Multiscale and multisource classification using Dempster-Shafer theory

In-picture search algorithm for content-based image retrieval

A semantic classification and composite indexing approach to robust image retrieval

Bipolar eigenspace separation transformation for automatic clutter rejection

An MRF approach to unsupervised change detection

Improved pose estimation for texture planes using multiple vanishing points

Texture analysis based on affine transform coding

Bayesian wavelet-domain image modeling using hidden Markov trees

A parametric hybrid model used for multidimensional object representation

Efficient approximation of gray-scale images through bounded error triangular meshes

A multiresolution wavelet scheme for irregularly subdivided 3D triangular mesh

Adaptive de-noising of images by locally switching wavelet transforms

Motion blur identification based on phase change experienced after trial restorations

Generalized adaptive spatio-temporal auto-regressive model for video sequence restoration

Image restoration based on hierarchical cluster model with evolutionary optimization

Regularized restoration of scintigraphic images in Bayesian frameworks

Iterative methods for phase diversity-based blind deconvolution in atmospheric optics

New image enhancement algorithm for night vision

Wavelet-domain regularized deconvolution for ill-conditioned systems

Compression of compound documents

Lossy compression of stochastic halftones with JBIG2

Digipaper: a versatile color document image representation

A fast segmentation algorithm for bi-level image compression using JBIG2

Simplified segmentation for compound image compression

Document page segmentation using multiscale clustering

Color documents on the Web with DjVu

Multilayer document compression algorithm

An MPEG-4 real-time video decoder software

An end-to-end architecture for MPEG-4 video streaming over the Internet

Implicit arbitrary shape visual objects via MPEG-4 scene description

Macroblock data classification and nonlinear bit count estimation for low delay H.263 rate control

Cascaded MPEG rate control for simultaneous improvement of accuracy and quality

Statistical multiplexing and quality of service control of VBR MPEG video sources

An optimal single pass SNR scalable video coder

Advanced rate control technologies for 3D-HDTV digital coding based on MPEG-2 multi-view profile

Data hiding in images with adaptive numbers of least significant bits based on the human visual system

Digital watermarking using shuffling

An image watermarking method based on the wavelet transform

Power-spectrum condition for energy-efficient watermarking

Exploiting the cross-correlation of RGB-channels for robust watermarking of color images

Data hiding in video

Analysis of watermark detection using SPOMF

Towards second generation watermarking schemes

Mode of posterior marginals with hierarchical models

Improved block-based image segmentation

A hierarchical unsupervised multispectral model to segment SPOT images for ocean cartography

Hidden evidential Markov trees and image segmentation

Local structure in images from entropy production

Image classification based on a multiresolution two dimensional hidden Markov model

Multiscale sigma filter and active contour for image segmentation

Multiresolution adaptive image segmentation based on global and local statistics

Multiple-domain image modeling and restoration

A risk-based frequency adaptive image restoration

Segmentation based denoising using multiple compaction domains

Segmentation-based image restoration for multiple moving objects with different motions

Optimal joint decoding/deblurring method for optical images

Image denoising based on scale-space mixture modeling of wavelet coefficients

A fuzzy model-based neural network for adaptive regularization in image restoration

Robust image transmission using source adaptive modulation and trellis-coded quantization

Error control for video multicast using hierarchical FEC

Robust significance-linked connected component analysis for low complexity progressive image transmission over noisy channels

Generalized multiple description coding through unequal loss protection

Successive approximation trellis-coded vector quantization for embedded coders

A perceptually-tuned image coder with Channel-Optimized Trellis-Coded Quantization

Error resilient lossless image coding

Lossless/lossy progressive coding based on reversible wavelet and lossless multi-channel prediction

Lossless image compression based on an enhanced fuzzy regression prediction

Lossless image compression using modular differential pulse code modulation

A novel multiwavelet-based integer transform for lossless image coding

New statistical models of the JPEG lossless mode subject to the super high definition images

Lossless and near-lossless compression of still color images

A genetic-algorithm based quantization method for fractal image coding

IFS coding of non-homogeneous fractal images using Grobner bases

Harmonic IFS, a coding solution for the VOP constraint

Super predictive-transform residual vector quantization

Embedded image-domain compression using context models

Image coding using vector-embedded Karhunen-Loeve transform

Vector quantization with minimax L/sub /spl infin// distortion for image coding

Hierarchical fixed-point searching method for resizing binary fractal image with IFS code modification

An address generator for a 3-dimensional pseudo-Hilbert scan in a cuboid region

An integer associative memory for gray-scale images

New supervised learning of neural networks for satellite image classification

A probabilistic approach to object classification by neural trees

A novel approach to error recovery in the transmission of transform coded pictures

Backpropagation algorithm for multiresolution image classification

Image segmentation by neural-net classifiers with genetic selection of feature indices

Automatic construction of tree-structural image transformation using genetic programming

A design of adaptive stack filters using pattern classification

A modified iterative fuzzy control based filter for image enhancement with multiplicative noise removal property

Image interpretation with fuzzy-graph based genetic algorithm

Invariant recognition and segmentation of 3D object using Lie algebra models

A case study in using human similarity measure for automated object recognition

Generalized dual-point Hough transform for object recognition

Three-dimensional skeleton extraction by point set contraction

Similitude invariant pattern recognition on technical documents

A performance evaluation of a new signature verification algorithm using realistic forgeries

Assessment of thresholding algorithms for document processing

A fuzzy neural network for Vietnamese character recognition

A fast, table-lookup algorithm for classifying document images

Multiple basis wavelet denoising using Besov projections

The generalized uniqueness wavelet descriptor

Quasi-circular rotation invariance in image denoising

Rate-distorsion efficiency of zerotree coders

Structures and factorizations for noncritically decimated paraunitary filter banks yielding linear phase filters

Minimum mean square error FIR filter banks with arbitrary filter lengths

Organization of optimal nonuniform lapped biorthogonal transforms based on coding efficiency

Effects of symmetric periodic extension for multiwavelet filter banks on image coding

Embedded face and facial expression recognition

Face pose estimating system based on eigenspace analysis

Facial expression synthesis

Facial individuality and expression analysis by eigenspace method based on class features or multiple discriminant analysis

Natural Mouse-a novel human computer interface

Detection and tracking of faces and facial features

A unified approach to video face detection, tracking and recognition

A fuzzy approach to mouth corner detection

High quality face recognition in JPEG compressed images

Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269)

Proceedings of International Conference on Image Processing

Proceedings of 3rd IEEE International Conference on Image Processing

Proceedings., International Conference on Image Processing

Proceedings of 1st International Conference on Image Processing

Mode of posterior marginals with hierarchical models

Content Provider	IEEE Xplore Digital Library
Author	Chardin, A. Perez, P.
Copyright Year	1999
Description	Author affiliation: IRISA, Rennes, France (Chardin, A.)
Abstract	This work takes place in the context of hierarchical stochastic models for the resolution of discrete inverse problems from low level vision. We investigate a new hybrid hierarchical structure: a Markov random field attached to the nodes of a truncated tree. It thus combines causal hierarchical prior on trees with a non-causal spatial prior at the coarsest level. We address the problem of computing posterior marginals with such a prior structure. This is performed using non-iterative two-sweep marginalizations on trees, combined with a low cost Gibbs sampler in between the two sweeps. Posterior marginals are thus obtained in a semi-iterative way. They are then used to infer unknown variables according to the IMPM estimator. This is illustrated by experiments on synthetic data and on multispectral satellite images.
Starting Page	324
Ending Page	328
File Size	520643
Page Count	5
File Format	PDF
ISBN	0780354672
DOI	10.1109/ICIP.1999.821623
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1999-10-24
Publisher Place	Japan
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Stochastic processes Inverse problems Iris Context modeling Spatial resolution Costs Satellites Image analysis Energy management Energy capture
Content Type	Text
Resource Type	Article

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