NDLI: Face Recognition Using a Color Subspace LDA Approach

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2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI)

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Volume 2 - 2008

Volume 1 - 2008

Table of contents - Volume 1

Message from the General Chairs - Volume 1

Message from the Program Chair - Volume 1

Conference Committees - Volume 1

Improving the Performance of Interactive Configuration with Regular String Constraints

The System BioC for Reasoning about Biological Models in Action Language C

Layer Compression in Decision Diagrams

A Model for Multiple Outcomes Games

Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models

Veritas: Combining Expert Opinions without Labeled Data

Classifying Spend Descriptions with Off-the-Shelf Learning Components

Sub-class Recognition from Aggregate Class Labels: Preliminary Results

Let the Solver Deal with Redundancy

On Approaches to Explaining Infeasibility of Sets of Boolean Clauses

From XSAT to SAT by Exhibiting Equivalencies

Haplotype Inference with Boolean Constraint Solving: An Overview

Human-Readable and Machine-Readable Knowledge Bases Using Specialized Word Processors

Capturing the Semantics of Online News Sources for Business Intelligence Applications

XONTO: An Ontology-Based System for Semantic Information Extraction from PDF Documents

Group Intelligent Decision Support System for Power System Skeleton Restoration

Adaptive Mobile Interfaces through Grammar Induction

Application of Relevance Feedback in Content Based Image Retrieval Using Gaussian Mixture Models

Real-Time Classification of Streaming Sensor Data

DOG: An Ontology-Powered OSGi Domotic Gateway

Adding Flexibility to Russian Doll Search

Comparison of Service Selection Algorithms for Grid Services: Multiple Objective Particle Swarm Optimization and Constraint Satisfaction Based Service Selection

PHC-NSGA-II: A Novel Multi-objective Memetic Algorithm for Continuous Optimization

Integrating YAGO into the Suggested Upper Merged Ontology

Application of Reactive Multi-agent System to Vehicle Collision Avoidance

Controller Agents for Constraints Solving: Implementation and Use of CACS Prototype

A UML-Based Conversion Tool for Monitoring and Testing Multi-agent Systems

Agent Based Activity Monitoring System - ABAMS

A Pyramidal Neural Network Based on Nonclassical Receptive Field Inhibition

Face Recognition Using a Color Subspace LDA Approach

Real-Time Approach for Adaptive Object Segmentation in Time-of-Flight Sensors

The Efficient Features for Tracking

Ant Colony Optimization for Configuration

Enhancing the Robustness/Efficiency of Local Search Algorithms for SAT

Performing A* Search for Yard Crane Dispatching in Container Terminals

On the Effects of Network Structure in Population-Based Optimization

Automatic Design of Robot Behaviors through Constraint Network Acquisition

Consistency Techniques for Finding an Optimal Relaxation of a Feature Subscription

Stronger Consistencies in WCSPs with Set Variables

Extending to Soft and Preference Constraints a Framework for Solving Efficiently Structured Problems

Fuzzy Information Retrieval Model Based on Multiple Related Ontologies

Profile-Based Focused Crawler for Social Media-Sharing Websites

Image Characterization via Multilayer Neural Networks

Information Extraction by Two Dimensional Parser

Learning a Probabilistic Semantic Model from Heterogeneous Social Networks for Relationship Identification

An End-to-End Configuration-Based Framework for Automatic SWS Composition

Computational Complexity of Web Service Composition Based on Behavioral Descriptions

Semantic Information Retrieval for Personalized E-Learning

Minimum Free Energies with "Data Temperature" for Parameter Learning of Bayesian Networks

RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets

Ensemble Learning of Regional Classifiers

Attribute Value Taxonomy Generation through Matrix Based Adaptive Genetic Algorithm

LRNPlanner: Planning Personalized and Contextualized E-Learning Routes

Hybrid Algorithms for Electromagnetic Detection Satellites Scheduling

FIP: A Fast Planning-Graph-Based Iterative Planner

A Memetic Algorithm for the University Course Timetabling Problem

Using Imputation Techniques to Help Learn Accurate Classifiers

Resampling or Reweighting: A Comparison of Boosting Implementations

Improving Learner Performance with Data Sampling and Boosting

Addressing Class Imbalance in Non-binary Classification Problems

Finding Good Starting Points for Solving Structured and Unstructured Nonlinear Constrained Optimization Problems

Encoding CSPs with Zero-Suppressed Decision Diagrams

A New Evaluation of Forward Checking and Its Consequences on Efficiency of Tools for Decomposition of CSPs

A New Method for Computing Suitable Tree-Decompositions with Respect to Structured CSP Solving

Scheduling for Dedicated Machine Constraint Using Integer Programming

TLP-GP: New Results on Temporally-Expressive Planning Benchmarks

A General Technique for Plan Repair

Preprocessing for Point-Based Algorithms of POMDPs

Peer-to-Peer Traffic Identification by Mining IP Layer Data Streams Using Concept-Adapting Very Fast Decision Tree

Quantized Indexing Tree for Frequent Updates over Data Streams

Simultaneous Clustering and Visualization of Web Usage Data Using Swarm-Based Intelligence

Feature Exploration for Mining Coronal Loops from Solar Images

Author Index - Volume 1

[Publisher's information - Volume 1]

19th IEEE International Conference on Tools with Artificial Intelligence(ICTAI 2007)

2006 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06)

17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'05)

16th IEEE International Conference on Tools with Artificial Intelligence

Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence

14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings.

Proceedings 13th IEEE International Conference on Tools with Artificial Intelligence. ICTAI 2001

Proceedings 12th IEEE Internationals Conference on Tools with Artificial Intelligence. ICTAI 2000

Proceedings 11th International Conference on Tools with Artificial Intelligence

Proceedings Tenth IEEE International Conference on Tools with Artificial Intelligence (Cat. No.98CH36294)

Proceedings Ninth IEEE International Conference on Tools with Artificial Intelligence

Proceedings Eighth IEEE International Conference on Tools with Artificial Intelligence

Proceedings of 7th IEEE International Conference on Tools with Artificial Intelligence

Proceedings Sixth International Conference on Tools with Artificial Intelligence. TAI 94

Proceedings of 1993 IEEE Conference on Tools with Al (TAI-93)

Proceedings Fourth International Conference on Tools with Artificial Intelligence TAI '92

[Proceedings] Third International Conference on Tools for Artificial Intelligence - TAI 91

[1990] Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence

[Proceedings 1989] IEEE International Workshop on Tools for Artificial Intelligence

Face Recognition Using a Color Subspace LDA Approach

Content Provider	IEEE Xplore Digital Library
Author	Thomas, M. Kambhamettu, C. Kumar, S.
Copyright Year	2008
Description	Author affiliation: Bell Labs., Lucent Technol., Murray Hill, NJ (Kumar, S.) \|\| Video/Image Modeling & Synthesis Lab., Univ. of Delaware, Newark, DE (Thomas, M.; Kambhamettu, C.)
Abstract	This paper delves into the problem of face recognition using color as an important cue in improving the accuracy of recognition. To perform recognition of color images, we use the characteristics of a 3D color tensor to generate a color LDA subspace, which in turn can be used to recognize a new probe image. To test the accuracy of our methodology, we computed the recognition rate across two color face databases. We observe that the use of the LDA color subspace significantly improves recognition accuracy over the standard gray scale approach without sacrificing computational efficiency.
Starting Page	231
Ending Page	235
File Size	287701
Page Count	5
File Format	PDF
ISBN	9780769534404
ISSN	10823409
DOI	10.1109/ICTAI.2008.146
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-11-03
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Face recognition Linear discriminant analysis Character recognition Image recognition Color Tensile stress Character generation Probes Testing Image databases Color Space Linear Discriminant Analysis Face Recognition
Content Type	Text
Resource Type	Article

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