Face Recognition Using the Discrete Cosine Transform

Authors:
Ziad M. Hafed;Martin D. Levine
Affiliations:
Center for Intelligent Machines, McGill University, 3480 University Street, Montreal, Canada H3A 2A7. zhafed@cim.mcgill.ca;Center for Intelligent Machines, McGill University, 3480 University Street, Montreal, Canada H3A 2A7. levine@cim.mcgill.ca
Venue:
International Journal of Computer Vision - Special issue: Research at McGill University
Year:
2001

Citing 14
Cited 43

Fundamentals of digital image processing

Fundamentals of digital image processing
Discrete-time signal processing

Discrete-time signal processing
Application of the Karhunen-Loeve Procedure for the Characterization of Human Faces

IEEE Transactions on Pattern Analysis and Machine Intelligence
Discrete cosine transform: algorithms, advantages, applications

Discrete cosine transform: algorithms, advantages, applications
Digital image processing (2nd ed.)

Digital image processing (2nd ed.)
Using Discriminant Eigenfeatures for Image Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploiting the JPEG Compression Scheme for Image Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence
Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection

IEEE Transactions on Pattern Analysis and Machine Intelligence
Data Structures for Engineering Software

Data Structures for Engineering Software
JPEG Still Image Data Compression Standard

JPEG Still Image Data Compression Standard
Digital Picture Processing

Digital Picture Processing
Distortion Invariant Object Recognition in the Dynamic Link Architecture

IEEE Transactions on Computers
Face Recognition: Features Versus Templates

IEEE Transactions on Pattern Analysis and Machine Intelligence
Finding Face Features

ECCV '92 Proceedings of the Second European Conference on Computer Vision

Face recognition based on polar frequency features

ACM Transactions on Applied Perception (TAP)
PCA and LDA in DCT domain

Pattern Recognition Letters
Three stage face recognition algorithm for visitor identification system

Enhanced methods in computer security, biometric and artificial intelligence systems
Bilinear algorithms for discrete cosine transforms of prime lengths

Signal Processing - Signal processing in UWB communications
Improved-LDA based face recognition using both facial global and local information

Pattern Recognition Letters
DCT-Based Iris Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Face recognition using DCT coefficients selection

Proceedings of the 2008 ACM symposium on Applied computing
Fusion of the complementary Discrete Cosine Features in the YIQ color space for face recognition

Computer Vision and Image Understanding
Face Recognition Using Principal Component Analysis and Wavelet Packet Decomposition

Informatica
A New Combination of Local Appearance Based Methods for Face Recognition under Varying Lighting Conditions

CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Pose Invariant Face Recognition Based on Hybrid Dominant Frequency Features

IEICE - Transactions on Information and Systems
Face recognition in JPEG and JPEG2000 compressed domain

Image and Vision Computing
2DPCA-based techniques in DCT domain for face recognition

International Journal of Intelligent Systems Technologies and Applications
Learned local Gabor patterns for face representation and recognition

Signal Processing
Face recognition via the overlapping energy histogram

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An improved method for face recognition based on SVM in frequency domain

Machine Graphics & Vision International Journal
Hierarchical ensemble of global and local classifiers for face recognition

IEEE Transactions on Image Processing
Feature extraction using discrete cosine transform and discrimination power analysis with a face recognition technology

Pattern Recognition
A comparative study of DCT and Kekre's median code book generation algorithm for face recognition

Proceedings of the International Conference and Workshop on Emerging Trends in Technology
Efficient 3D reconstruction for face recognition

Pattern Recognition
Recognition of JPEG compressed face images based on AdaBoost

SAMT'07 Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia
Fusion of color, local spatial and global frequency information for face recognition

Pattern Recognition
Symbolic kernel fisher discriminant method with a new RBF kernel function for face recognition

Machine Graphics & Vision International Journal
Fusing local patterns of gabor magnitude and phase for face recognition

IEEE Transactions on Image Processing
Local binary patterns for face recognition under varying variations

Proceedings of the Sixth Annual Workshop on Cyber Security and Information Intelligence Research
An EDBoost algorithm towards robust face recognition in JPEG compressed domain

Image and Vision Computing
Extracting multiple features in the CID Color Space for face recognition

IEEE Transactions on Image Processing
Face recognition via two dimensional locality preserving projection in frequency domain

LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Methodological improvement on local Gabor face recognition based on feature selection and enhanced Borda count

Pattern Recognition
Illumination invariant face image representation using quaternions

CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
A novel representation of palm-print for recognition

ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Application of DCT blocks with principal component analysis for face recognition

SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Weighted principal component extraction with genetic algorithms

Applied Soft Computing
Finding people in video streams by statistical modeling

ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Real time face detection and recognition system using haar-like feature/HMM in ubiquitous network environments

ICCSA'05 Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I
Automatic decision method of effective transform coefficients for face recognition

EUC'06 Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing
Face recognition from images with high pose variations by transform vector quantization

ICVGIP'06 Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing
Face recognition based on two dimensional locality preserving projections in frequency domain

Neurocomputing
Astroid shaped DCT feature extraction for enhanced face recognition

Proceedings of the CUBE International Information Technology Conference
Illumination Invariant Face Recognition Using Quaternion-Based Correlation Filters

Journal of Mathematical Imaging and Vision
A study on the effective approach to illumination-invariant face recognition based on a single image

CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Fusing discrete cosine transform and multi-level center-symmetric local binary pattern features for periocular recognition

IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Fusion of local normalization and Gabor entropy weighted features for face identification

Pattern Recognition

Quantified Score

Hi-index	0.00

Visualization

Abstract

An accurate and robust face recognition system was developed and tested. This system exploits the feature extraction capabilities of the discrete cosine transform (DCT) and invokes certain normalization techniques that increase its robustness to variations in facial geometry and illumination. The method was tested on a variety of available face databases, including one collected at McGill University. The system was shown to perform very well when compared to other approaches.