Marios Savvides

Orcid: 0009-0003-6534-4269

Affiliations:
  • Carnegie Mellon University, CyLab Biometrics Center, Pittsburgh, PA, USA


According to our database1, Marios Savvides authored at least 251 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce.
CoRR, 2024

Efficient Autoregressive Audio Modeling via Next-Scale Prediction.
CoRR, 2024

RTGen: Generating Region-Text Pairs for Open-Vocabulary Object Detection.
CoRR, 2024

A Reference-Based 3D Semantic-Aware Framework for Accurate Local Facial Attribute Editing.
Proceedings of the IEEE International Joint Conference on Biometrics, 2024

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Workshop on Generative AI for E-commerce.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023
A face-off of MRI research sequences by their need for de-facing.
NeuroImage, August, 2023

Fairness in Visual Clustering: A Novel Transformer Clustering Approach.
CoRR, 2023

SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning.
CoRR, 2023

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Cov Loss: Covariance-Based Loss for Deep Face Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023

Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Enhanced Training of Query-Based Object Detection via Selective Query Recollection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Face recognition from research brain PET: An unexpected PET problem.
NeuroImage, 2022

Vec2Face-v2: Unveil Human Faces from their Blackbox Features via Attention-based Network in Face Recognition.
CoRR, 2022

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets.
CoRR, 2022

USB: A Unified Semi-supervised Learning Benchmark.
CoRR, 2022

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning.
CoRR, 2022

Powering Finetuning in Few-shot Learning: Domain-Agnostic Feature Adaptation with Rectified Class Prototypes.
CoRR, 2022

Deep reinforcement learning in computer vision: a comprehensive survey.
Artif. Intell. Rev., 2022

USB: A Unified Semi-supervised Learning Benchmark for Classification.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Unitail: Detecting, Reading, and Matching in Retail Scene.
Proceedings of the Computer Vision - ECCV 2022, 2022

Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
CDTD: A Large-Scale Cross-Domain Benchmark for Instance-Level Image-to-Image Translation and Domain Adaptive Object Detection.
Int. J. Comput. Vis., 2021

Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study.
Proceedings of the 9th International Conference on Learning Representations, 2021

Contrast and Order Representations for Video Self-supervised Learning.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Unsupervised Disentanglement of Linear-Encoded Facial Semantics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-Bit Neural Networks via Guided Distribution Calibration.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
NCMS: Towards accurate anchor free object detection through ℓ2 norm calibration and multi-feature selection.
Comput. Vis. Image Underst., 2020

MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks.
CoRR, 2020

Rethinking Image Mixture for Unsupervised Visual Representation Learning.
CoRR, 2020

MoBiNet: A Mobile Binary Network for Image Classification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

A Multi-task Contextual Atrous Residual Network for Brain Tumor Detection & Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Offset Curves Loss for Imbalanced Problem in Medical Segmentation.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Solving Missing-Annotation Object Detection with Background Recalibration Loss.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Attentive Cutmix: An Enhanced Data Augmentation Approach for Deep Learning Based Image Classification.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Soft Anchor-Point Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

Online Ensemble Model Compression Using Knowledge Distillation.
Proceedings of the Computer Vision - ECCV 2020, 2020

ReActNet: Towards Precise Binary Neural Network with Generalized Activation Functions.
Proceedings of the Computer Vision - ECCV 2020, 2020

Binarizing MobileNet via Evolution-Based Searching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Towards a Hypothesis on Visual Transformation based Self-Supervision.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

Learning Non-Parametric Invariances from Data with Permanent Random Connectomes.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
SSR2: Sparse signal recovery for single-image super-resolution on faces with extreme low resolutions.
Pattern Recognit., 2019

Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning.
Int. J. Comput. Vis., 2019

Learning Non-Parametric Invariances from Data with Permanent Random Connectomes.
CoRR, 2019

SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses.
CoRR, 2019

Adversarial-Based Knowledge Distillation for Multi-Model Ensemble and Noisy Data Refinement.
CoRR, 2019

Is Pose Really Solved? A Frontalization Study On Off-Angle Face Matching.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A Novel Collaborative Control Strategy for Enhanced Training of Vehicle Recognition.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Proximal Splitting Networks for Image Restoration.
Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Feature Selective Anchor-Free Module for Single-Shot Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Bounding Box Regression With Uncertainty for Accurate Object Detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Douglas-Rachford Networks: Learning Both the Image Prior and Data Fidelity Terms for Blind Image Deconvolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Improving Object Detection from Scratch via Gated Feature Reuse.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Non-Parametric Transformation Networks for Learning General Invariances from Data.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation.
IEEE Trans. Image Process., 2018

Deep contextual recurrent residual networks for scene labeling.
Pattern Recognit., 2018

Softer-NMS: Rethinking Bounding Box Regression for Accurate Object Detection.
CoRR, 2018

Non-Parametric Transformation Networks.
CoRR, 2018

Deep Recurrent Level Set for Segmenting Brain Tumors.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Automatic Seizure Detection via an Optimized Image-Based Deep Feature Learning.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Enhancing Interior and Exterior Deep Facial Features for Face Detection in the Wild.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Seeing Small Faces From Robust Anchor's Perspective.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Ring Loss: Convex Feature Normalization for Face Recognition.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Perturbative Neural Networks.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

RankGAN: A Maximum Margin Ranking GAN for Generating Faces.
Proceedings of the Computer Vision - ACCV 2018, 2018

2017
DeepSafeDrive: A grammar-aware driver parsing approach to Driver Behavioral Situational Awareness (DB-SAW).
Pattern Recognit., 2017

Compressed Submanifold Multifactor Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Semi self-training beard/moustache detection and segmentation simultaneously.
Image Vis. Comput., 2017

Learning from Longitudinal Face Demonstration - Where Tractable Deep Modeling Meets Inverse Reinforcement Learning.
CoRR, 2017

Class Correlation affects Single Object Localization using Pre-trained ConvNets.
CoRR, 2017

Max-Margin Invariant Features from Transformed Unlabeled Data.
CoRR, 2017

How ConvNets model Non-linear Transformations.
CoRR, 2017

Emergence of Selective Invariance in Hierarchical Feed Forward Networks.
CoRR, 2017

Reformulating Level Sets as Deep Recurrent Neural Network Approach to Semantic Segmentation.
CoRR, 2017

Deep Contextual Recurrent Residual Networks for Scene Labeling.
CoRR, 2017

Gang of GANs: Generative Adversarial Networks with Maximum Margin Ranking.
CoRR, 2017

Max-Margin Invariant Features from Transformed Unlabelled Data.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

An automatic cells detection and segmentation.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017

Temporal Non-volume Preserving Approach to Facial Age-Progression and Age-Invariant Face Recognition.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Faster than Real-Time Facial Alignment: A 3D Spatial Transformer Network Approach in Unconstrained Poses.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Robust Hand Detection and Classification in Vehicles and in the Wild.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Local Binary Convolutional Neural Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
A novel Shape Constrained Feature-based Active Contour model for lips/mouth segmentation in the wild.
Pattern Recognit., 2016

Multi-class Fukunaga Koontz discriminant analysis for enhanced face recognition.
Pattern Recognit., 2016

Towards a Unified Framework for Pose, Expression, and Occlusion Tolerant Automatic Facial Alignment.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

CMS-RCNN: Contextual Multi-Scale Region-based CNN for Unconstrained Face Detection.
CoRR, 2016

Robust hand detection in Vehicles.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Pose estimation using Spectral and Singular Value recomposition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Simultaneous forgery identification and localization in paintings using advanced correlation filters.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Weakly Supervised Facial Analysis with Dense Hyper-Column Features.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Discriminative Invariant Kernel Features: A Bells-and-Whistles-Free Approach to Unsupervised Face Recognition and Pose Estimation.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multiple Scale Faster-RCNN Approach to Driver's Cell-Phone Usage and Hands on Steering Wheel Detection.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

DeepGender: Occlusion and Low Resolution Robust Facial Gender Classification via Progressively Trained Convolutional Neural Networks with Attention.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Towards a deep learning framework for unconstrained face detection.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Fastfood dictionary learning for periocular-based full face hallucination.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Learning to Invert Local Binary Patterns.
Proceedings of the British Machine Vision Conference 2016, 2016

2015
Iris Segmentation Using Active Contours.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Iris Recognition Using Correlation Filters.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Iris Super-Resolution.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Iris Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Automatic Classification of Left/Right Iris Image.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Iris Template Extraction Via Bit Inconsistency and GRIT.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Spartans: Single-Sample Periocular-Based Alignment-Robust Recognition Technique Applied to Non-Frontal Scenarios.
IEEE Trans. Image Process., 2015

Facial aging and asymmetry decomposition based approaches to identification of twins.
Pattern Recognit., 2015

Unitary-Group Invariant Kernels and Features from Transformed Unlabeled Data.
CoRR, 2015

Investigating the feasibility of image-based nose biometrics.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

A robust contour sampling and tensor-based approach to facial beard and mustache shape segmentation and matching.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Encoding and decoding local binary patterns for harsh face illumination normalization.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Single face image super-resolution via solo dictionary learning.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Pareto-optimal discriminant analysis.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

IRIS super-resolution via nonparametric over-complete dictionary learning.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Fast and robust self-training beard/moustache detection and segmentation.
Proceedings of the International Conference on Biometrics, 2015

Electromyograph and keystroke dynamics for spoof-resistant biometric authentication.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Driver cell phone usage detection on Strategic Highway Research Program (SHRP2) face view videos.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

A preliminary investigation on the sensitivity of COTS face recognition systems to forensic analyst-style face processing for occlusions.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

NIR-VIS heterogeneous face recognition via cross-spectral joint dictionary learning and reconstruction.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Pokerface: Partial order keeping and energy repressing method for extreme face illumination normalization.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Subspace-Based Discrete Transform Encoded Local Binary Patterns Representations for Robust Periocular Matching on NIST's Face Recognition Grand Challenge.
IEEE Trans. Image Process., 2014

Analysis of Low-Dimensional Radio-Frequency Impedance-Based Cardio-Synchronous Waveforms for Biometric Authentication.
IEEE Trans. Biomed. Eng., 2014

Sparse Feature Extractionfor Pose-Tolerant Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

A novel eyebrow segmentation and eyebrow shape-based identification.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Facial Ethnic Appearance Synthesis.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Weight-Optimal Local Binary Patterns.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Hallucinating the Full Face from the Periocular Region via Dimensionally Weighted K-SVD.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Distributed class dependent feature analysis - A big data approach.
Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013
Iris Spoofing: Reverse Engineering the Daugman Feature Encoding Scheme.
Proceedings of the Handbook of Iris Recognition, 2013

Application of Correlation Filters for Iris Recognition.
Proceedings of the Handbook of Iris Recognition, 2013

SparCLeS: Dynamic 퓁 <sub>1</sub> Sparse Classifiers With Level Sets for Robust Beard/Moustache Detection and Segmentation.
IEEE Trans. Image Process., 2013

An Automatic Iris Occlusion Estimation Method Based on High-Dimensional Density Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

An Augmented Linear Discriminant Analysis Approach for Identifying Identical Twins with the Aid of Facial Asymmetry Features.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013

An image statistics approach towards efficient and robust refinement for landmarks on facial boundary.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012
An Analysis of the Sensitivity of Active Shape Models to Initialization When Applied to Automatic Facial Landmarking.
IEEE Trans. Inf. Forensics Secur., 2012

3-D Generic Elastic Models for Fast and Texture Preserving 2-D Novel Pose Synthesis.
IEEE Trans. Inf. Forensics Secur., 2012

Gender and Ethnicity Specific Generic Elastic Models from a Single 2D Image for Novel 2D Pose Face Synthesis and Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Unconstrained periocular biometric acquisition and recognition using COTS PTZ camera for uncooperative and non-cooperative subjects.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Compressed Submanifold Multifactor Analysis with adaptive factor structures.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Facecut - a robust approach for facial feature segmentation.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Beard and mustache segmentation using sparse classifiers on self-quotient images.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

A novel energy based filter for cross-blink eye detection.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Second-degree correlation surface features from Optimal Trade-off Synthetic Discriminant Function filters for subject identification using radio frequency cardiosynchronous waveforms.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Automatic segmentation of cardiosynchronous waveforms using cepstral analysis and continuous wavelet transforms.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Classification of cardiosynchronous waveforms by projection to a Legendre Polynomial sub-space.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Biometric identification of cardiosynchronous waveforms utilizing person specific continuous and discrete wavelet transform features.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A robust approach to facial ethnicity classification on large scale face databases.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

A facial aging approach to identification of identical twins.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Gait-ID on the move: Pace independent human identification using cell phone accelerometer dynamics.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

Hallucinating faces in the dark.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
How to Generate Spoofed Irises From an Iris Code Template.
IEEE Trans. Inf. Forensics Secur., 2011

Unconstrained Pose-Invariant Face Recognition Using 3D Generic Elastic Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

An analysis of facial shape and texture for recognition: A large scale evaluation on FRGC ver2.0.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Can your eyebrows tell me who you are?
Proceedings of the 5th International Conference on Signal Processing and Communication Systems, 2011

CUDA accelerated illumination preprocessing on GPUs.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Long range iris acquisition system for stationary and mobile subjects.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Contourlet appearance model for facial age estimation.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Investigating age invariant face recognition based on periocular biometrics.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Fusion of region-based representations for gender identification.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Generic 3D face pose estimation using facial shapes.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

The multifactor extension of Grassmann manifolds for face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Rapid 3D face modeling using a frontal face and a profile face for accurate 2D pose synthesis.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Preliminary feasibility analysis of remote subject identification during hemodynamic monitoring by Radio Frequency Impedance.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Multifactor analysis based on factor-dependent geometry.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Session WA5b: Biometrics.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Radio Frequency cardiopulmonary waveform for subject identification.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
Unconstrained Iris Acquisition and Recognition Using COTS PTZ Camera.
EURASIP J. Adv. Signal Process., 2010

A Multifactor Extension of Linear Discriminant Analysis for Face Recognition under Varying Pose and Illumination.
EURASIP J. Adv. Signal Process., 2010

Unconstrained Biometric Identification: Emerging Technologies.
Computer, 2010

Automatic Facial Landmark Tracking in Video Sequences Using Kalman Filter Assisted Active Shape Models.
Proceedings of the Trends and Topics in Computer Vision, 2010

An extension of multifactor analysis for face recognition based on submanifold learning.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Robust local binary pattern feature sets for periocular biometric identification.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

CUDA accelerated iris template matching on Graphics Processing Units (GPUs).
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

An exploration of gender identification using only the periocular region.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Iris Segmentation Using Active Contours.
Proceedings of the Encyclopedia of Biometrics, 2009

Iris Recognition Using Correlation Filters.
Proceedings of the Encyclopedia of Biometrics, 2009

Iris Super-Resolution.
Proceedings of the Encyclopedia of Biometrics, 2009

Iris Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, 2009

Automatic Classification of Left/Right Iris Image.
Proceedings of the Encyclopedia of Biometrics, 2009

Iris Template Extraction Via Bit Inconsistency and GRIT.
Proceedings of the Encyclopedia of Biometrics, 2009

A pixel-wise, learning-based approach for occlusion estimation of iris images in polar domain.
Proceedings of the IEEE International Conference on Acoustics, 2009

In between 3D Active Appearance Models and 3D Morphable Models.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Biometric data hiding: A 3 factor authentication approach to verify identity with a single image using steganography, encryption and matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2009

Automatic iris mask refinement for high performance iris recognition.
Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Biometrics: Theory, 2009

Minimizing the number of bits needed for iris recognition via Bit Inconsistency and GRIT.
Proceedings of the 2009 IEEE Workshop on Computational Intelligence in Biometrics: Theory, 2009

2008
Communication-Aware Face Detection Using Noc Architecture.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Face Recognition Across Pose Using View Based Active Appearance Models (VBAAMs) on CMU Multi-PIE Dataset.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Evaluating Active Shape Models for Eye-Shape Classification.
Proceedings of the IEEE International Conference on Acoustics, 2008

Noise robust speaker identification using Bhattacharyya distance in adapted Gaussian models space.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

3D face econstruction from a single 2D face image.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

Fractal encoding of low resolution iris imagery for improved matching.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

Investigating useful and distinguishing features around the eyelash region.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

Tear-duct detector for identifying left versus right iris images.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

Boosted multi image features for improved face detection.
Proceedings of the 37th IEEE Applied Imagery Pattern Recognition Workshop, 2008

2007
Individual Kernel Tensor-Subspaces for Robust Face Recognition: A Computationally Efficient Tensor Framework Without Requiring Mode Factorization.
IEEE Trans. Syst. Man Cybern. Part B, 2007

Palmprint Classification Using Multiple Advanced Correlation Filters and Palm-Specific Segmentation.
IEEE Trans. Inf. Forensics Secur., 2007

A Bayesian Approach to Deformed Pattern Matching of Iris Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Correction to "Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models".
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Statistical Performance Evaluation of Biometric Authentication Systems Using Random Effects Models.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Breaking the Limitation of Manifold Analysis for Super-Resolution of Facial Images.
Proceedings of the IEEE International Conference on Acoustics, 2007

Analyzing Facial Images using Empirical Mode Decomposition for Illumination Artifact Removal and Improved Face Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007

Generalized Low Dimensional Feature Subspace for Robust Face Recognition on Unseen datasets using Kernel Correlation Feature Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2007

Kernel Fukunaga-Koontz Transform Subspaces For Enhanced Face Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Graphical Model Approach to Iris Matching Under Deformation and Occlusion.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Palmprint Recognition with Multiple Correlation Filters Using Edge Detection for Class-Specific Segmentation.
Proceedings of the 2007 IEEE Workshop on Automatic Identification Advanced Technologies, 2007

2006
Face identification using novel frequency-domain representation of facial asymmetry.
IEEE Trans. Inf. Forensics Secur., 2006

Correlation Pattern Recognition for Face Recognition.
Proc. IEEE, 2006

Large Scale Face Recognition with Kernel Correlation Feature Analysis with Support Vector Machines.
Proceedings of the Pattern Recognition in Information Systems, 2006

Tensor Factorization by Simultaneous Estimation of Mixing Factors for Robust Face Recognition and Synthesis.
Proceedings of the Multimedia Content Representation, 2006

Human Face Identification from Video Based on Frequency Domain Asymmetry Representation Using Hidden Markov Models.
Proceedings of the Multimedia Content Representation, 2006

Face Recognition from Sketches Using Advanced Correlation Filters Using Hybrid Eigenanalysis for Face Synthesis.
Proceedings of the ICEIS 2006, 2006

The Role of Statistical Models in Biometric Authentication.
Proceedings of the Advances in Biometrics, International Conference, 2006

Class Dependent Kernel Discrete Cosine Transform Features for Enhanced Holistic Face Recognition in FRGC-II.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Improved Human Face Identification Using Frequency Domain Representation of Facial Asymmetry.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Illumination Tolerant Face Recognition Using a Novel Face From Sketch Synthesis Approach and Advanced Correlation Filters.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Face Recognition with Kernel Correlation Filters on a Large Scale Database.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

Comparison of Feature Space Methods for Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Partial & Holistic Face Recognition on FRGC-II data using Support Vector Machine.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Estimating Mixing Factors Simultaneously in Multilinear Tensor Decomposition for Robust Face Recognition and Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

2005
Hiding phase-quantized biometrics: a case of steganography for reduced-complexity correlation filter classifiers.
Proceedings of the Security, Steganography, and Watermarking of Multimedia Contents VII, 2005

Facial Asymmetry in Frequency Domain: The "Phase" Connection.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Robust Iris Recognition Using Advanced Correlation Techniques.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Facial Asymmetry: A New Robust Biometric in the Frequency Domain.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Advanced Correlation Filters for Face Recognition Using Low-Resolution Visual and Thermal Imagery.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Verification of Biometric Palmprint Patterns Using Optimal Trade-Off Filter Classifiers.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Quaternion Correlation Filters for Face Recognition in Wavelet Domain.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Analyzing asymmetry biometric in the frequency domain for face recognition.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

Modeling Phase Spectra Using Gaussian Mixture Models for Human Face Identification.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Illumination Tolerant Face Recognition Using Phase-Only Support Vector Machines in the Frequency Domain.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Eigen and Fisher-Fourier Spectra for Shift Invariant Pose-Tolerant Face Recognition.
Proceedings of the Pattern Recognition and Image Analysis, 2005

Redundant Class-Dependence Feature Analysis Based on Correlation Filters Using FRGC2.0 Data.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Performance Evaluation of Face Recognition using Visual and Thermal Imagery with Advanced Correlation Filters.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Robust Face Recognition Using Advanced Correlation Filters with Bijective-Mapping Preprocessing.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

A One Bit Facial Asymmetry Code (FAC) in Fourier Domain for Human Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Real-Time Face Verification System on a Cell-Phone Using Advanced Correlation Filters.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

Gaussian Mixture Models Based on the Frequency Spectra for Human Identification and Illumination Classification.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

PCA vs. Automatically Pruned Wavelet-Packet PCA for Illumination Tolerant Face Recognition.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

Automatic Eye-Level Height System for Face and Iris Recognition Systems.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

Kernel Correlation Filter Based Redundant Class-Dependence Feature Analysis (KCFA) on FRGC2.0 Data.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005

2004
Determination of Pose Angle of Face using Dynamic Space Warping (DSW).
Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

Cancelable Biometric Filters for Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

"Eigenphases vs. Eigenfaces".
Proceedings of the 17th International Conference on Pattern Recognition, 2004

"Corefaces" - Robust Shift Invariant PCA Based Correlation Filter for Illumination Tolerant Face Recognition.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Incremental updating of advanced correlation filters for biometric authentication systems.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Efficient Design of Advanced Correlation Filters for Robust Distortion-Tolerant Face Recognition.
Proceedings of the 2003 IEEE Conference on Advanced Video and Signal Based Surveillance (AVSS 2003), 2003

Illumination Normalization Using Logarithm Transforms for Face Authentication.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

Quad Phase Minimum Average Correlation Energy Filters for Reduced Memory Illumination Tolerant Face Authentication.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

2002
Spatial frequency domain image processing for biometric recognition.
Proceedings of the 2002 International Conference on Image Processing, 2002


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