NDLI: Phase PCA for Dynamic Texture Video Compression

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2015 IEEE International Conference on Image Processing (ICIP)

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2007 IEEE International Conference on Image Processing

Volume 6 - 2007

Volume 5 - 2007

Volume 4 - 2007

Volume 3 - 2007

2007 IEEE International Conference on Image Processing

Chairman's welcome

Technical program overview

Technical Program Committee

Table of contents

Analysis of Coding Efficiency of Motion-Compensated Interpolation at the Decoder in Distributed Video Coding

Image Authentication Based on Distributed Source Coding

Codec-Independent Scalable Distributed Video Coding

Multi-View Distributed Video Coding with Low-Complexity Inter-Sensor Communication Over Wireless Video Sensor Networks

Wyner-Ziv Coding of Multi-View Omnidirectional Imageswith Overcomplete Decompositions

View Synthesis for Robust Distributed Video Compression in Wireless Camera Networks

Multiterminal Video Coding

Adaptive Hash-Based Side Information Exploitation for Efficient Wyner-Ziv Video Coding

Skeletonization by Gradient Diffusion and Regularization

Corner Detection of Contour Images using Spectral Clustering

Cellular Automata-Based Algorithm and its Application in Medical Image Processing

Multi-Resolution Local Histogram Analysis for Edge Detection

Non-Additive Approach for Gradient-Based Edge Detection

Coordinate Logic Transforms and their Use in the Detection of Edges within Binary and Grayscale Images

Improved Harris' Algorithm for Corner and Edge Detections

Topological Gradient Operators for Edge Detection

3D Face Reconstruction from Stereo: A Model Based Approach

A Novel Facial Feature Point Localization Method on 3D Faces

Mirror-Based Multi-View Analysis of Facial Motions

Selective Streaming of Multi-View Video for Head-Tracking 3D Displays

Fast and High Resolution 3D Face Scanning

Region Segmentation and Feature Point Extraction on 3D Faces using a Point Distribution Model

Generation of 3D Surface Model of Complex Objects Based on Non-Metric Camera

Accurate and Stable Camera Calibration of Broadcast Tennis Video

Robust Focused Image Estimation from Multiple Images in Video Sequences

POCS-Based Iterative Reconstruction Algorithm of Missing Textures

Multiscale Sparse Image Representationwith Learned Dictionaries

Image Denoising Based on Adapted Dictionary Computation

Optimal Denoising in Redundant Bases

An Efficient Method for Compressed Sensing

Image Denoising with Nonparametric Hidden Markov Trees

Blind Image Separation using Sparse Representation

FB analysis of PMRI and its application to $H_{∞}$ optimal sense reconstruction

Fiber Tracking on HARDI Data using Robust ODF Fields

Robust Spatial Phase Unwrapping for On-Line MR-Temperature Monitoring

PCA-Based Image Registration : Application to On-Line MR Temperature Monitoring of Moving Tissues

Joint Estimation for Nonlinear Dynamic System from FMRI Time Series

Parallel Magnetic Resonance Imaging using Neural Networks

Superresolution Parallel MRI

A RBF-Based Multiphase Level Set Method for Segmentation in Echocardiography using the Statistics of the Radiofrequency Signal

Space-Frequency Quantization using Directionlets

Image Coding using 2-D Anisotropic Dual-Tree Discrete Wavelet Transform

Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression

Incorporating Primal Sketch Based Learning Into Low Bit-Rate Image Compression

Peak Transform - A Nonlinear Transform for Efficient Image Representation and Coding

Joint Optimization of Run-Length Coding, Huffman Coding and Quantization Table with Complete Baseline JPEG Compatibility

Lifting-Based Directional DCT-Like Transform for Image Coding

Weighted Adaptive Lifting-Basedwavelet Transform

A Multi-Camera Surveillance System that Estimates Quality-of-View Measurement

Semi-Supervised Learning of Switched Dynamical Models for Classification of Human Activities in Surveillance Applications

Robust Auto-Calibration using Fundamental Matrices Induced by Pedestrians

Using Calibrated Camera for Euclidean Path Modeling

Group Activity Recognition Based on ARMA Shape Sequence Modeling

Unsupervised Fuzzy Clustering for Trajectory Analysis

Collaborative Mean Shift Tracking Based on Multi-Cue Integration and Auxiliary Objects

A Comparison of Different Approaches to Nonlinear Shift Estimation for Object Tracking

Tracking Persons using Particle Filter Fusing Visual and Wi-Fi Localizations for Widely Distributed Camera

Real-Time Pedestrian Detection using Eigenflow

Show-Through Cancellation in Scanned Images using Blind Source Separation Techniques

A Document Page Classification Algorithm in Copy Pipeline

A Novel Reversible Watermarking Based on an Integer Transform

Infinity-Norm Rotation for Reversible Data Hiding

Improved Capacity Reversible Watermarking

Lossless Data Hiding for Medical Images with Patient Information

A Location-Map Free Reversible Data Hiding Method using Block-Based Single Parameter

Unseen Visible Watermarking

A Composite Approach for Blind Grayscale Logo Watermarking

Optimal Rate Allocation for Logowatermarking

The Collaboration of Noise Reduction and Human Vision System Models for a Visible Watermarking Algorithm

Improving Embedding Payload in Binary Imageswith "Super-Pixels"

Joint Bi-Watermarking and Halftoning Technique Capability for Both Tampered Areas Localization and Recovery of Still Image

Performance Analysis of Text Halftone Modulation

Visual Correlates of Fixation Selection: A Look at the Spatial Frequency Domain

Dynamic Audio-Visual Mapping using Fused Hidden Markov Model Inversion Method

Approximation of Conditional Density of Markov Random Field and its Application to Texture Synthesis

Blind Audiovisual Source Separation using Sparse Representations

Non-Stationarity Detection in Natural Images

Additive Logistic Regression Applied to Retina Modelling

Cross-Layer Optimization for Scalable Video Coding and Transmission Over Broadband Wireless Networks

Graceful Quality Degradation for Video Decoding Systems Through Priority Scheduling and Processor Power Adaptation

Multifocus Image Fusion by Establishing Focal Connectivity

Lipreading by Locality Discriminant Graph

Acceleration and Implementation of JPEG2000 Encoder on TI DSP Platform

Biologically Inspired Region of Interest Selection for Lowbit-Rate Video Coding

Object Extraction Combining Image Partition with Motion Detection

Fast Detection of Independent Motion in Crowds Guided by Supervised Learning

Total Occlusion Correction using Invariantwavelet Features

Topological-Stabilization Based Threshold Quantization for Robust Change Detection

Robust Object Tracking Against Template Drift

Video Object Tracking Based on a Chamfer Distance Transform

Mining Auxiliary Objects for Tracking by Multibody Grouping

Video Segmentation and Semantics Extraction from the Fusion of Motion and Color Information

Mean-Shift Blob Tracking with Adaptive Feature Selection and Scale Adaptation

A Novel Video Object Tracking Approach Based on Kernel Density Estimation and Markov Random Field

Automatic Video Object Segmentation using Graph Cut

A New Stereo Correspondence Method for Snake-Based Object Segmentation

Complexity Scalable Hybrid End-to-End Distortion Estimation for Conversational Video Streaming

Multiple Description Video Codingwith 3D-Spiht Employing a New Tree Structure

An ES Based Effecient Motion Estimation Technique for 3D Integral Video Compression

Texture Synthesis Method for Generic Video Sequences

Optimised Compression Strategy in Wavelet-Based Video Coding using Improved Context Models

Improved Feedback Compensation Mechanisms for Multiple Video Object Encoding Rate Control

Inter Frame Coding with Template Matching Averaging

Hybrid Variable Length Coding in Video Compression using Variable Breakpoint

A Fast Inter Frame Prediction Algorithm for Multi-View Video Coding

Enlarged Block Sizes and Motion Search Ranges for High Definition Video Coding

Phase PCA for Dynamic Texture Video Compression

Fourier Domain Display Color Filter Array Design

Perceptual Quality Evaluation on Periodic Frame-Dropping Video

Image Quality Measure using Curvature Similarity

Impact of the Resolution on the Difference of Perceptual Video Quality Between CRT and LCD

A No-Reference Objective Image Sharpness Metric Based on Just-Noticeable Blur and Probability Summation

A Mutual Information Based Automatic Registration and Analysis Algorithm for Defect Identification in Printed Documents

Characterization of Ghosting Defects in Electrophotographic Printers

A VQ-Based Demosaicing by Self-Similarity

Gradient Domain Tone Mapping of High Dynamic Range Videos

Hue-Shift Modeling and Correction Method for High-Luminance Display

Quality-Aware Video

Image Quality Enhancement for Low Backlight TFT-LCD Displays

SNR-Adaptive Linear Fusion of Hyperspectral Images for Color Display

Robust Target Detection by Spatial/Spectral Restoration Based on Tensor Modelling

Recovering Intrinsic Images using an Illumination Invariant Image

Registration of Geometric Deformations in the Presence of Varying Illumination

Applying Color Names to Image Description

Image-Based Color Schemes

Color Constancy using Image Regions

Bayesian Restoration of Color Images using a Non-Homogenous Cross-Channel Prior

Iterative Feature Selection for Color Texture Classification

Motion Detection using a Model of Visual Attention

Spatial Features Based No Reference Image Quality Assessment for JPEG2000

Display HDR Image using a Gain Map

Image Analysis for Validation of Simulations of a Fluid Mix Problem

Aerial Image Enhancement Based on Estimation of Atmospheric Effects

Image Recovery from Broken Image Streams

Multi-Scale Statistical Detection and Ballistic Imaging Through Turbid Media

Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields

Reconstruction of Underwater Image by Bispectrum

Locally Adaptive Wavelet-Based Image Denoising using the Gram-Charlier Prior Function

Super-Resolved Facial Texture Under Changing Pose and Illumination

Locally-Adaptive Image Contrast Enhancement without Noise and Ringing Artifacts

Block-Based Gradient Domain High Dynamic Range Compression Design for Real-Time Applications

Fast Blotch Detection Algorithm for Degraded Film Sequences Based on MRF Models

Volume 2 - 2007

Volume 1 - 2007

2006 International Conference on Image Processing

IEEE International Conference on Image Processing 2005

2004 International Conference on Image Processing, 2004. ICIP '04.

Proceedings 2003 International Conference on Image Processing (Cat. No.03CH37429)

Proceedings. International Conference on Image Processing

Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205)

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101)

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

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

Phase PCA for Dynamic Texture Video Compression

Content Provider	IEEE Xplore Digital Library
Author	Ghanem, B. Ahuja, N.
Copyright Year	2007
Description	Author affiliation: Univ. of Illinois at Urbana-Champaign, Urbana (Ghanem, B.; Ahuja, N.)
Abstract	Temporal or dynamic textures (DT's) are video sequences that are spatially repetitive and temporally stationary. DT's are temporal analogs of the well known spatial still image texture. Examples of DT's include moving water, foliage, smoke, clouds, etc. We present a new DT model that can efficiently compress DT sequences. Our proposed method compactly represents the spatiotemporal properties of a DT by modelling its varying Fourier phase content, which can be shown to be the major determinant of both its dynamics and appearance. This is possible because this method combines both temporal and spatial properties in a compact spectral framework. Making use of the benefits inherent to working in the frequency domain, this model provides a significant improvement in DT compression, which can be used to improve the performance of MPEG-2 encoding. We will present experimental evidence that validates this method for a variety of complex sequences, while also comparing it to the most recent DT representational model that is based on modelling a DT as a linear dynamical system (LDS).
File Size	306838
File Format	PDF
ISBN	9781424414369
ISSN	15224880
DOI	10.1109/ICIP.2007.4379337
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-16
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Principal component analysis Video compression Video sequences Image texture Clouds Image coding Spatiotemporal phenomena Frequency domain analysis Transform coding Encoding PCA Dynamic texture Phase LDS
Content Type	Text
Resource Type	Article

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