NDLI: Face Tracking Based on 3D Positional Hypothesis

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2009 Seventh International Conference on Advances in Pattern Recognition

Table of Contents

Conference Committee

Technical Program Committee

International Advisory Committee

List of Reviewers

Still Image and Video Fingerprinting

Colour and Multispectral Morphological Processing

Large Lump Detection Using a Particle Filter of Hybrid State Variable

Robust Watermarking Using Distributed MR-DCT and SVD

A Secure Steganographic Technique for Blind Steganalysis Resistance

Spread Spectrum Watermark Embedder Optimization Using Genetic Algorithms

Bayesian Mixture of AR Models for Time Series Clustering

Detection of Neural Activities in FMRI Using Jensen-Shannon Divergence

On Small Sample Prediction of Financial Crisis

Model Based Clustering of Audio Clips Using Gaussian Mixture Models

Sparse Intensity Histogram: Distinctive and Robust to the Space-distortion

A Novel Approach to Corner Matching Using Fuzzy Similarity Measure

A Quality Based Motion Estimation Criterion for Temporal Coding of Video

Best Basis Selection Using Singular Value Decomposition

Cast Shadow Removal Using Time and Exposure Varying Images

Performance Analysis for Image Super-Resolution Using Blur as a Cue

Upper and Lower Grey-Level Adaptive Morphological Operators

Block-Mode Classification Using SVMs for Early Termination of Block Mode Decision in H.264|MPEG-4 Part 10 AVC

Traffic Sign Detection and Pattern Recognition Using Support Vector Machine

A Validity Index Based on Connectivity

Efficient Learning of Finite Mixture Densities Using Mutual Information

Ordering and Elimination Based Component Learning Method

Document Clustering for Event Identification and Trend Analysis in Market News

Infant Identification from Their Cry

Combining Features for Shape and Motion Trajectory of Video Objects for Efficient Content Based Video Retrieval

Color Image Retrieval Using M-Band Wavelet Transform Based Color-Texture Feature

Proto-reduct Fusion Based Relevance Feedback in CBIR

Semantic Grouping of Shots in a Video Using Modified K-Means Clustering

Hierarchical Local Maps for Robust Approximate Nearest Neighbor Computation

SVM Based Shot Boundary Detection Using Block Motion Feature Based on Statistical Moments

Neurological Foundation of Image Processing

Binary Particle Swarm Optimization Based Algorithm for Feature Subset Selection

Independent Component Analysis of Real Data

Rough Set Based Ensemble Prediction for Topic Specific Web Crawling

Significance of Word and Syllable Level Information for Expressive Speech Processing

High Performance On-line Session-adaptation for Handling Inter-session Speaker Variability in Variable-text Speaker-recognition

A Novel Approach to Identification of Speakers from Their Hum

Bangla Speech Recognition System Using LPC and ANN

A Novel Modified Polynomial Network Design for Dialect Recognition

A Graphical Model Based Decoder for Recognition of Loss-concealed VoIP Speech

Variational Gaussian Mixture Models for Speech Emotion Recognition

DA-IICT Cross-lingual and Multilingual Corpora for Speaker Recognition

Qualitative Weight Assignment for Multimodal Biometric Fusion

Feature Level Fused Ear Biometric System

Relative Orientations of Geometric Centroids for Off-line Signature Verification

Multisensor Biometric Evidence Fusion for Person Authentication Using Wavelet Decomposition and Monotonic-Decreasing Graph

On-line Signature Verification: An Approach Based on Cluster Representations of Global Features

A Skin-Color and Template Based Technique for Automatic Ear Detection

Feature Extraction Using Gabor-Filter and Recursive Fisher Linear Discriminant with Application in Fingerprint Identification

Texture Based Palmprint Identification Using DCT Features

An Effective Edge Detection Methodology for Medical Images Based on Texture Discrimination

Multimodal Medical Image Fusion Using Redundant Discrete Wavelet Transform

Multiobjective Genetic Clustering with Ensemble Among Pareto Front Solutions: Application to MRI Brain Image Segmentation

Region Based Image Fusion for Detection of Ewing Sarcoma

Relevant and Redundant Feature Analysis with Ensemble Classification

Speeding up AdaBoost Classifier with Random Projection

Classification by Linearity Assumption

Bengali Named Entity Recognition Using Classifier Combination

Face Tracking Based on 3D Positional Hypothesis

Adaptive Objects Tracking by Using Statistical Features Shape Modeling and Histogram Analysis

Saving Electrical Power in a Surveillance Environment

Online Improved Eigen Tracking

Detecting and Tracking People in a Homogeneous Environment Using Skin Color Model

Histogram-Based Partial Differential Equation for Object Tracking

Tracking Multiple Circular Objects in Video Using Helmholtz Principle

Graphic Symbol Recognition Using Auto Associative Neural Network Model

Low-Resolution Chinese Character Recognition of Vehicle License Plate Based on ALBP and Gabor Filters

Separation of Foreground Text from Complex Background in Color Document Images

Empirical Evaluation of Character Classification Schemes

Syntactic and Semantic Labeling of Hierarchically Organized Document Image Components of Indian Scripts

Raster-to-Vector Conversion: Problems and Tools Towards a Solution A Map Segmentation Application

Smoothening and Sharpening Effects of Theta in Complex Diffusion for Image Processing

Image Denoising Using Edge Model-based Representation of Laplacian Subbands

Ringing Artifact Reduction in Blind Image Deblurring and Denoising Problems by Regularization Methods

On the Breakdown Point of the Hough Transform

A Thinning-free Algorithm for Straight Edge Detection in a Gray-scale Image

Extraction of Smooth and Thin Ridgelines from Fingerprint Images Using Geometric Prediction

Parallel Point Symmetry Based Clustering for Gene Microarray Data

Integration of Co-expression Networks for Gene Clustering

Improving Accuracy of Discovered Knowledge through Direct Interaction and Cohesion-based Framework: A Study in Cell Cycle Data of Yeast

Optimal Control Approach to Robust Control of Nonlinear Systems Using Neural Network Based HJB solution

Long-Range Monsoon Rainfall Pattern Recognition and Prediction for the Subdivision 'EPMB' Chhattisgarh Using Deterministic and Probabilistic Neural Network

Integration of Region and Edge-based information for Efficient Road Extraction from High Resolution Satellite Imagery

The Combination of Three Statistical Methods for Visual Inspection of Anomalies in Hyperspectral Imageries

Unsupervised Satellite Image Segmentation by Combining SA Based Fuzzy Clustering with Support Vector Machine

Unsupervised Change Detection of Remotely Sensed Images Using Fuzzy Clustering

Using Modified Contour Features and SVM Based Classifier for the Recognition of Persian/Arabic Handwritten Numerals

Online Character Recognition Using Elastic Curvature Matching

An Efficient Bilingual Optical Character Recognition (English-Oriya) System for Printed Documents

Discrete Curve Evolution Based Skeleton Pruning for Character Recognition

Object Recognition in Presence of Blur from Fourier Transform Spectrum

Facial Expression Recognition with Multi-channel Deconvolution

Distraction Free Evolution of Active Contours

Shape Recognition Using a New Spatial Representation and a D.P. Matching Algorithm

Driver Hypo-vigilance Detection Based on Eyelid Behavior

Belief Function Theory Based Biometric Match Score Fusion: Case Studies in Multi-instance and Multi-unit Iris Verification

Eigen-domain Relighting of Face Images for Illumination-invariant Face Verification

A Hybrid Face Recognition Method Based on Structural and Holistic Features

A Novel Face Recognition Method Using Facial Landmarks

Shift Invariant Iris Feature Extraction Using Rotated Complex Wavelet and Complex Wavelet for Iris Recognition System

Analytic Phase-based Representation for Face Recognition

Face Tracking Based on 3D Positional Hypothesis

Content Provider	IEEE Xplore Digital Library
Author	Utsumi, Y. Iwai, Y. Yachida, M.
Copyright Year	2009
Abstract	Probabilistic and statistical model analysis methods based on the Bayesian approach have recently been applied to face tracking. Here, we propose a face tracking method based on a Bayesian framework of image sequences. We assume that an observed space is three-dimensional (3D) and model facial shape, rotation and translation in 3D. A 3D positional hypothesis is generated using the facial translation model. The likelihood of facial existence is calculated from the output of the classifier learned using the AdaBoost M1algorithm. The results of an experiment show the efficiency of the proposed method for face tracking.
Starting Page	265
Ending Page	269
File Size	1813200
Page Count	5
File Format	PDF
ISBN	9781424433353
DOI	10.1109/ICAPR.2009.32
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-02-04
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Histograms Shape Statistical analysis Bayesian methods Face recognition Particle filters Pattern recognition Image sequences Face detection Pattern analysis
Content Type	Text
Resource Type	Article

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