NDLI: Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptive wavelet packet coefficients

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2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

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2008 IEEE International Conference on Acoustics, Speech and Signal Processing

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Proceedings. (ICASSP '05). IEEE International Conference on Acoustics, Speech, and Signal Processing, 2005.

2004 IEEE International Conference on Acoustics, Speech, and Signal Processing

Volume 5 - 2004

Volume 4 - 2004

Volume 3 - 2004

2004 IEEE International Conference on Acoustics, Speech and Signal Processing

2004 IEEE International Conference on Acoustics, Speech, and Signal Processing

IEEE Signal Processing Society 2004 Board of Governors

ICASSP 2004 Conference Committee

Technical Program Committee

Future ICASSP conferences

ICASSP 2005 Philadelphia

Conference proceedings overview

Table of contents

ICASSP 2004 technical program

Robust two-camera tracking using homography

A new and compact algorithm for simultaneously matching and estimation

Joint space-time image sequence segmentation: object tunnels and occlusion volumes

Shape reconstruction from unorganized points with a data-driven level set method

Contour-based object tracking with gradient-based contour attraction field

Shape gradient for image segmentation using information theory

Using shape distributions as priors in a curve evolution framework

From turbo hidden Markov models to turbo state-space models [face recognition applications]

Hierarchical annealing for scientific models

A multiresolution directional filter bank for image applications

Multiple description coding of images using phase scrambling

The discrete triangle transform

An embedded image coding system based on tarp filter with classification

Color image scalable coding with matching pursuit

Adaptive discrete generalized lifting for lossless compression

Embedded color image coding using context-modeled wavelet difference reduction

Scalable image embeddings from arbitrary wavelet-based perceptual models

A study on non-octave resolution conversion based on JPEG2000 extensions

Optimal sparse-QIM codes for zero-rate blind watermarking

An analysis of quantization based embedding-detection techniques

Log-scaling watermark detection in digital audio watermarking

Color image watermarking with adaptive strength of insertion

Color image appearance model applied to printing of watermarked images

Danger of low-dimensional watermarking subspaces

Post-beamforming third-order Volterra filter (ThOVF) for pulse-echo ultrasonic imaging

Tone dependent color error diffusion

An efficient color image acquisition system for wireless handheld devices

Hemodynamic transfer function estimation with Laguerre polynomials and confidence intervals construction, from functional magnetic resonance imaging (fMRI) data

Kalman Bucy filter based data assimilation with Navy layered ocean model

Hyperspectral signal models and implications to material detection algorithms

(N,0) motion-compensated lifting-based wavelet transform

Highly scalable video coding by bidirectional predict-update 3-band schemes

Directional spatial I-blocks for the MC-EZBC video coder

MP3D: highly scalable video coding scheme based on matching pursuit

A non-separable lifting approach for 3D image compression

Mesh-based motion models for wavelet video coding

An effective perceptual weighting model for videophone coding

/spl rho/-domain rate-distortion optimal rate control for DCT-based video coders

Geometrically determining leaky bucket parameters for video streaming over constant bit-rate channels

A low-complexity video encoder with decoder motion estimator

Region-of-interest based compressed domain video transcoding scheme

A new efficient similarity metric and generic computation strategy for pattern-based very low bit-rate video coding

Efficient block-size selection algorithm for inter-frame coding in H.264/MPEG-4 AVC

Selection of variable block sizes in H.264

An analysis of the DCT coefficient distribution with the H.264 video coder

Block INTER mode decision for fast encoding of H.264

Color space compatible coding framework for YUV422 video coding

A new interpretation of translation invariant denoising

Hidden Markov tree image denoising with redundant lapped transforms

Content based blurring coding artifact reduction using patch-based texture synthesis [image/video coding applications]

Image restoration based on constrained total least squares

A window adaptive hybrid vector filter for color image restoration

Spatial error concealment of corrupted image data using frequency selective extrapolation

Resolution enhancement of video sequences with adaptively weighted low-resolution images and simultaneous estimation of the regularization parameter

Adaptive suppression of CCD signal-dependent noise in light space

Deblocking DCT-based compressed images with weighted total variation

Recovery of two transparent primitive images from two frames

An efficient binary image activity detector based on connected components

Ringing artifact reduction in the wavelet-based denoising

An efficient resynchronization technique for perceptual quality enhancement for robust video transmission

Perceptual quality feedback based progressive frame-level refreshing for robust video communication

Balanced multiple description video coding using optimal partitioning of the DCT coefficients

Robust network-adaptive object-based video encoding

Reducing drift for FGS coding based on multiframe motion compensation [video coding]

An error resilient coding scheme for H.264 video transmission based on data embedding

Structure unanimity based multiple description subband coding

MPEG-4 FGS coding performance improvement using adaptive inter-layer prediction

A rate-distortion optimal hybrid scalable/multiple-description video codec

A scalable vertex-based shape intra-coding scheme for video objects

A novel source-channel constant distortion model and its application in error resilient frame-level bit allocation

Discrete space models for self-similar random images

3D model refinement using surface-parallax

SVD-based image filtering improvement by means of image rotation

Fast optimization of weighted vector median filters

Polyharmonic smoothing splines for multi-dimensional signals with 1/ /spl par//spl omega//spl par//sup /spl tau//-like spectra [image denoising applications]

Integrating perspective distortions in stereo image matching

Parametric estimation of two-dimensional affine transformations [object recognition applications]

Motion vector processing for frame rate up conversion

Optimal subsampling of circularly bandlimited images

An automatic method for unequal and omni-directional anisotropic diffusion filtering of video sequences

On the rendering and post-processing of simplified dynamic light fields with depth information

Selection of the Lagrange multiplier for block-based motion estimation criteria

Using gradient correlation for sub-pixel motion estimation of video sequences

Global motion estimation in frequency and spatial domain

A novel motion estimation method for mesh-based video motion tracking

Complexity comparison of fast block-matching motion estimation algorithms

New global motion compensated de-interlacing algorithm based on horizontal and vertical patterns

Empirical choice of smoothing parameters in robust optical flow estimation

An adaptive motion estimation algorithm based on evolution strategies

A new cross diamond search algorithm for block motion estimation

Weighted motion estimation for efficiently coding scene transition video

A novel kite-cross-diamond search algorithm for fast video coding and videoconferencing applications

Fast multi-frame motion estimation algorithm with adaptive search strategies in H.264

Two private, perceptual data-hiding games

Reversible watermark using difference expansion of quads

Watermarking technique for color halftone images

The generalized Fibonacci transformations and application to image scrambling

Efficient informed embedding of multi-bit watermark

A sequential multiple watermarks embedding technique

Lip features selection with application to person authentication

Transparent robust information hiding for ownership verification

Improved affine resistant watermarking by using robust templates

Scene-based watermarking method for copy protection using image complexity and motion vector amplitude

A multiscale fragile watermark based on the Gaussian mixture model in the wavelet domain

Novel blind non-additive robust watermarking using 1-D chaotic map

Multiple boosting SVM active learning for image retrieval

Phase-based methods for Fourier shape matching

AdaBoost in region-based image retrieval

MPEG-7 dominant color descriptor based relevance feedback using merged palette histogram

An efficient radial basis function network approach for content-based image retrieval

A direct method to solve the biased discriminant analysis in kernel feature space for content based image retrieval

Automatic identification of compressed video

Interactive video retrieval using embedded audio content

Merging MPEG-7 descriptors for image content analysis

Rate-distortion optimal video summarization: a dynamic programming solution

Robust color image retrieval for the World Wide Web

Interactive image retrieval by query fusion

An efficient demosaicing approach with a global control of correction steps

A perceptually based design methodology for color filter arrays [image reconstruction]

Satellite attitude instability effects on stereo images

A novel algorithm to stitch multiple views in image mosaics

High-quality linear interpolation for demosaicing of Bayer-patterned color images

Blind primary colorant spectral separation combining ICA and POCS non-negative matrix factorization

Automatic white balancing using luminance component and standard deviation of RGB components [image preprocessing]

Superresolution reconstruction of hyperspectral images

A transform method for fast generalized image registration

Extracting a focused image from several out of focus micromechanical structure images

Segmentation of blood vessels in retinal images using 2D entropies of gray level-gradient cooccurrence matrix

Extended forms of Geman & Yang algorithm: application to MRI reconstruction

Segmentation of prostate contours from ultrasound images

A novel segmentation technique for carotid ultrasound images

Application of time series techniques to data mining and analysis of spatial patterns in 3D images

Lip segmentation with the presence of beards

Note-taking with a camera: whiteboard scanning and image enhancement

A multistage camera self-calibration algorithm

Detection of TV commercials

Face recognition in video using Dempster-Shafer theory

Unsupervised merger detection and mitigation in still images using frequency and color content analysis

Estimation of multiple local orientations in image signals

Two-dimensional frequency estimation with multiplicative noise using non-causal minimum variance representation

Semantic object segmentation by dynamic learning from multiple examples

Bayesian geometric model for line network extraction from satellite images

Logarithmic quantisation of wavelet coefficients for improved texture classification performance

The detection of junction features in images

An independent component analysis based image classification scheme

Improved curve tracing in images

Color text image binarization based on binary texture analysis

A new non-linear exponential 2-D adaptive filter and its application in texture characterization

The use of visible color difference in the quantitative evaluation of color image segmentation

Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptive wavelet packet coefficients

Efficient motion tracking using gait analysis

Segmentation of moving pedestrians within the compressed domain

Linear system analysis of motion compensated de-interlacing

Appearance-based tracking and recognition using the 3D trilinear tensor

Automatic extraction of semantic colors in sports video

Modeling high level structure in sports with motion driven HMMs

Multiple feature clustering algorithm for automatic video object segmentation

Density propagation for tracking initialization with multiple cues [human motion visual tracking]

Inner lip feature extraction for MPEG-4 facial animation

Accurate moving object segmentation by a hierarchical region labeling approach

Initialization-independent spectral clustering with applications to automatic video analysis

News video story segmentation using fusion of multi-level multi-modal features in TRECVID 2003

Kernel matching pursuits prioritization of wavelet coefficients for SPIHT image coding

Optimization of orthogonal wavelets for image compression

Region of interest coding using partial-SPIHT

An efficient error concealment method for JPEG2000 image transmission

Improving JPEG2000's perceptual performance with weights based on both contrast sensitivity and standard deviation

A memory-efficient fast encoding method for vector quantization using 2-pixel-merging sum pyramid

On turbo-compression and modeling of black and white images

A hybrid wavelet and ridgelet approach for efficient edge representation in natural images

An embedded scaling-based arbitrary shape region-of-interest coding method for JPEG2000

Ripple-free local bases by design

A very low bit-rate embedded color image coding with SPIHT

Lossy to lossless SPIHT-based volumetric image compression

Detectability and annoyance of synthetic blurring and ringing in video sequences

Automatic image quality improvement for videoconferencing

Spatial selectivity modulated just-noticeable-distortion profile for video

Image information and visual quality

An algorithm for image quality assessment

An adaptive coding scheme using affine motion model for MPEG P-VOP

Color image enhancement and evaluation algorithm based on human visual system

Low complexity separable matching pursuits [video coding applications]

MPEG-4 compression artifacts removal on color video sequences using 3D nonlinear diffusion

Automatic detection of video synthesis related artifacts

Noncausal predictive video codec offering hierarchical QoS

MPEG-4 based stereoscopic video sequences encoder

Multilingual acoustic models for speech recognition and synthesis

The development of ASR for Slavic languages in the MALACH project

Speech recognition in multiple languages and domains: the 2003 BBN/LIMSI EARS system

Speech transcription in multiple languages

Multilingual text-to-speech synthesis

Towards language portability in statistical speech translation

Bilingual Chinese/English voice browsing based on a VoiceXML platform

Office presence detection using multimodal context information

Towards practical deployment of audio-visual speech recognition

Multi-sensory microphones for robust speech detection, enhancement and recognition

Audio visual word spotting

Characterization and extraction of mouth opening parameters available for audiovisual speech enhancement

Vehicle detection and tracking using acoustic and video sensors

Semi-blind time-varying channel estimation using superimposed training

Time-domain channel shortening and equalization of OFDM over doubly-selective channels

Multipulse multicarrier communications over time-varying fading channels: performance analysis and system optimization

Optimal training over the Gauss-Markov fading channel: a cutoff rate analysis

Fundamental dependencies in angle-delay-Doppler in wireless channels

On the design of non-(bi)orthogonal pulse-shaped FDM for doubly-dispersive channels

Optimal training for MIMO fading channels with time- and frequency-selectivity

Sensor scheduling algorithms requiring limited computation [vehicle sonar range-finder example]

Distributed source-channel coding for wireless sensor networks

Distributed opportunistic transmission for wireless sensor networks

The impact of fading on decentralized detection in power constrained wireless sensor networks

To cooperate or not to cooperate: detection strategies in sensor networks

Channel optimized binary quantizers for distributed sensor networks

Distributed spectrum estimation in sensor networks

Effect of MAC design on source estimation in dense sensor networks

Manifold learning algorithms for localization in wireless sensor networks

Nonparametric belief propagation for sensor self-calibration

Fusion in sensor networks: convergence study

Distributed change detection in large scale sensor networks through the synchronization of pulse-coupled oscillators

Asymptotically optimal decentralized type-based detection in wireless sensor networks

Generalized sparse signal mixing model and application to noisy blind source separation

Underdetermined blind separation for speech in real environments with sparseness and ICA

Convolutive blind source separation for more than two sources in the frequency domain

TRINICON: a versatile framework for multichannel blind signal processing

Blind source separation in mobile environments using a priori knowledge

Fast convergence speech source separation in reverberant acoustic environment

On compression using the distributed Karhunen-Loeve transform

Evaluating average causal effect using wireless sensor networks

Providing common I/O clock for wireless distributed platforms

Rate-distortion problem for physics based distributed sensing [temperature measurement]

Lower bounds of localization uncertainty in sensor networks

Decentralized source localization and tracking [wireless sensor networks]

On distributed sampling of bandlimited and non-bandlimited sensor fields

Distributed maximum likelihood estimation for sensor networks

Radar irregular sampling

Sigma-delta quantization and finite frames

Reconstruction from missing function and derivative samples and oversampled filter banks

Signal sampling and recovery with long-range dependent errors

How to take advantage of aliasing in bandlimited signals

Quantitative L/sup 2/ approximation error of a probability density estimate given by its samples

Mobile location with bias tracking in non-line-of-sight

Tracking of multiple maneuvering targets using multiscan JPDA and IMM smoothing [radar sensor example]

A Rao-Blackwellized particle filter for INS/GPS integration

Maneuvering target tracking using cost reference particle filtering

Sequential acoustic energy based source localization using particle filter in a distributed sensor network

Models and algorithms for tracking using trans-dimensional sequential Monte Carlo

Detecting the presence of an inhomogeneous region in a homogeneous background: taking advantages of the underlying geometry via manifolds

Exploratory analysis and visualization of speech and music by locally linear embedding

Manifold learning using Euclidean k-nearest neighbor graphs [image processing examples]

Coarse-to-fine manifold learning [image processing example]

Directional hypercomplex wavelets for multidimensional signal analysis and processing

Tikhonov regularization and semi-supervised learning on large graphs

A scalable lossy to lossless audio coder for MPEG-4 lossless audio coding

Extended linear prediction tools for lossless audio coding

An introduction to MPEG-4 audio lossless coding

A lossless audio compression scheme with random access property

Lossless compression of one-bit audio

Coding of prediction residual in MPEG-4 standard for lossless audio coding (MPEG-4 ALS)

A generic news story segmentation system and its evaluation

Exploiting multiple modalities for interactive video retrieval

Searching for a specific person in broadcast news video

A comparative study of evidence combination strategies

Statistical models for automatic video annotation and retrieval

Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval

Combining multiple representations on the TRECVID search task [video retrieval system]

Perceptual speech quality assessment - a review

Perceptual model for non-intrusive speech quality assessment

Perceptual speech quality assessment in acoustic and binaural applications

Compensating for gain in objective quality estimation algorithms

Opinion model for estimating conversational quality of VoIP

Quality control for AMR speech channels in GSM networks

Volume 2 - 2004

Volume 1 - 2004

2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).

2002 IEEE International Conference on Acoustics, Speech, and Signal Processing

2001 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.01CH37221)

2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100)

1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)

Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181)

1997 IEEE International Conference on Acoustics, Speech, and Signal Processing

1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings

1995 International Conference on Acoustics, Speech, and Signal Processing

Proceedings of ICASSP '94. IEEE International Conference on Acoustics, Speech and Signal Processing

1993 IEEE International Conference on Acoustics, Speech, and Signal Processing

[Proceedings] ICASSP-92: 1992 IEEE International Conference on Acoustics, Speech, and Signal Processing

[Proceedings] ICASSP 91: 1991 International Conference on Acoustics, Speech, and Signal Processing

International Conference on Acoustics, Speech, and Signal Processing

International Conference on Acoustics, Speech, and Signal Processing,

ICASSP-88., International Conference on Acoustics, Speech, and Signal Processing

ICASSP '87. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '86. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '85. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '84. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '83. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '82. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '81. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '80. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '79. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '78. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '77. IEEE International Conference on Acoustics, Speech, and Signal Processing

ICASSP '76. IEEE International Conference on Acoustics, Speech, and Signal Processing

Texture analysis using probabilistic models of the unimodal and multimodal statistics of adaptive wavelet packet coefficients

Content Provider	IEEE Xplore Digital Library
Author	Cossu, R. Jermyn, I.H. Zerubia, J.
Copyright Year	2004
Description	Author affiliation: INRIA, France (Cossu, R.; Jermyn, I.H.; Zerubia, J.)
Abstract	Although subband histograms of the wavelet coefficients of natural images possess a characteristic leptokurtotic form, this is no longer true for wavelet packet bases adapted to a given texture. Instead, three types of subband statistics are observed: Gaussian, leptokurtotic, and interestingly, in some subbands, multimodal histograms. These subbands are closely linked to the structure of the texture, and guarantee that the most probable image is not flat. Motivated by these observations, we propose a probabilistic model that takes them into account. Adaptive wavelet packet subbands are modelled as Gaussian, generalized Gaussian, or a constrained Gaussian mixture. We use a Bayesian methodology, finding MAP estimates for the adaptive basis, for subband model selection, and for subband model parameters. Results confirm the effectiveness of the proposed approach, and highlight the importance of multimodal subbands for texture discrimination and modelling.
File Size	324365
File Format	PDF
ISBN	0780384849
ISSN	15206149
DOI	10.1109/ICASSP.2004.1326615
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2004-05-17
Publisher Place	Canada
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Statistical analysis Wavelet analysis Wavelet packets Histograms Bayesian methods Statistics Frequency Wavelet coefficients Image processing Image analysis
Content Type	Text
Resource Type	Article

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