Kevin W. Bowyer

According to our database1, Kevin W. Bowyer authored at least 292 papers between 1978 and 2020.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 1998, "For contributions to algorithms for recognizing objects in images.".

Timeline

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Bibliography

2020
How Does Gender Balance In Training Data Affect Face Recognition Accuracy?
CoRR, 2020

Analysis of Gender Inequality In Face Recognition Accuracy.
CoRR, 2020

Learning Transformation-Aware Embeddings for Image Forensics.
CoRR, 2020

2019
Review of Iris Presentation Attack Detection Competitions.
Proceedings of the Handbook of Biometric Anti-Spoofing, 2019

Ensemble of Multi-View Learning Classifiers for Cross-Domain Iris Presentation Attack Detection.
IEEE Trans. Information Forensics and Security, 2019

Identity Document to Selfie Face Matching Across Adolescence.
CoRR, 2019

Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No.
CoRR, 2019

Needle in a Haystack: A Framework for Seeking Small Objects in Big Datasets.
CoRR, 2019

A 3D Iris Scanner From Multiple 2D Visible Light Images.
IEEE Access, 2019

Performance of Humans in Iris Recognition: The Impact of Iris Condition and Annotation-Driven Verification.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Predicting Gender From Iris Texture May Be Harder Than It Seems.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Domain-Specific Human-Inspired Binarized Statistical Image Features for Iris Recognition.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Iris Presentation Attack Detection Based on Photometric Stereo Features.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Beyond Pixels: Image Provenance Analysis Leveraging Metadata.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Iris Recognition: Comparing Visible-Light Lateral and Frontal Illumination to NIR Frontal Illumination.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Fast Face Image Synthesis With Minimal Training.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks.
Proceedings of the 2019 International Conference on Biometrics, 2019

Characterizing the Variability in Face Recognition Accuracy Relative to Race.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Image Provenance Analysis at Scale.
IEEE Trans. Image Processing, 2018

Found a good match: Should I keep searching? - Accuracy and performance in iris matching using 1-to-First search.
Image Vision Comput., 2018

Analysis of diurnal changes in pupil dilation and eyelid aperture.
IET Biometrics, 2018

Presentation Attack Detection for Iris Recognition: An Assessment of the State-of-the-Art.
ACM Comput. Surv., 2018

On Hallucinating Context and Background Pixels from a Face Mask using Multi-scale GANs.
CoRR, 2018

Open Source Presentation Attack Detection Baseline for Iris Recognition.
CoRR, 2018

Image Provenance Analysis at Scale.
CoRR, 2018

2017
Face Recognition Using Sparse Fingerprint Classification Algorithm.
IEEE Trans. Information Forensics and Security, 2017

Recognition of Image-Orientation-Based Iris Spoofing.
IEEE Trans. Information Forensics and Security, 2017

Lessons from collecting a million biometric samples.
Image Vision Comput., 2017

Gender-from-Iris or Gender-from-Mascara?
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Synthetic minority image over-sampling technique: How to improve AUC for glioblastoma patient survival prediction.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Provenance filtering for multimedia phylogeny.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Spotting the difference: Context retrieval and analysis for improved forgery detection and localization.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

U-Phylogeny: Undirected provenance graph construction in the wild.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

LivDet iris 2017 - Iris liveness detection competition 2017.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

Demography-based facial retouching detection using subclass supervised sparse autoencoder.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

A method for 3D iris reconstruction from multiple 2D near-infrared images.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

SREFI: Synthesis of realistic example face images.
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017

2016
Gender Classification From the Same Iris Code Used for Recognition.
IEEE Trans. Information Forensics and Security, 2016

Detecting Facial Retouching Using Supervised Deep Learning.
IEEE Trans. Information Forensics and Security, 2016

Recognizing Future Hot Topics and Hard Problems In Biometrics Research.
Image Vision Comput., 2016

Special issue on information fusion in biometrics.
Information Fusion, 2016

Dilation-aware enrolment for iris recognition.
IET Biometrics, 2016

The ND-IRIS-0405 Iris Image Dataset.
CoRR, 2016

An analysis of 1-to-first matching in iris recognition.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Pitfalls in studying "big data" from operational scenarios.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

On accuracy estimation and comparison of results in biometric research.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Template aging in 3D and 2D face recognition.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

Biometric identification of identical twins: A survey.
Proceedings of the 8th IEEE International Conference on Biometrics Theory, 2016

2015
Strong, Neutral, or Weak: Exploring the Impostor Score Distribution.
IEEE Trans. Information Forensics and Security, 2015

Automatic facial attribute analysis via adaptive sparse representation of random patches.
Pattern Recognition Letters, 2015

Face recognition under pose variation with local Gabor features enhanced by Active Shape and Statistical Models.
Pattern Recognition, 2015

Critical examination of the IREX VI results.
IET Biometrics, 2015

IEEE Access Special Section Editorial: Applying Four D'S of Machine Learning to Advance Biometrics.
IEEE Access, 2015

Robust Detection of Textured Contact Lenses in Iris Recognition Using BSIF.
IEEE Access, 2015

Face recognition under pose variation with active shape model to adjust Gabor filter kernels and to correct feature extraction location.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Location matters: A study of the effects of environment on facial recognition for biometric security.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Trial Somaliland voting register de-duplication using iris recognition.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Statistical analysis of multiple presentation attempts in iris recognition.
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

Exploratory analysis of an operational iris recognition dataset from a CBSA border-crossing application.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Statistical evaluation of up-to-three-attempt iris recognition.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

Near-IR to visible light face matching: Effectiveness of pre-processing options for commercial matchers.
Proceedings of the IEEE 7th International Conference on Biometrics Theory, 2015

2014
Unraveling the Effect of Textured Contact Lenses on Iris Recognition.
IEEE Trans. Information Forensics and Security, 2014

Double Trouble: Differentiating Identical Twins by Face Recognition.
IEEE Trans. Information Forensics and Security, 2014

Framework for Active Clustering With Ensembles.
IEEE Trans. Information Forensics and Security, 2014

Automated Poststorm Damage Classification of Low-Rise Building Roofing Systems Using High-Resolution Aerial Imagery.
IEEE Trans. Geoscience and Remote Sensing, 2014

Cosmetic Contact Lenses and Iris Recognition Spoofing.
IEEE Computer, 2014

Metadata-based understanding of impostor pair score variations.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

Face recognition via adaptive sparse representations of random patches.
Proceedings of the 2014 IEEE International Workshop on Information Forensics and Security, 2014

Active Clustering with Ensembles for Social structure extraction.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

The effectiveness of face detection algorithms in unconstrained crowd scenes.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

LivDet-iris 2013 - Iris Liveness Detection Competition 2013.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

An optimal strategy for dilation based iris image enrollment.
Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Gender Classification from Iris Images Using Fusion of Uniform Local Binary Patterns.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Recognition of Facial Attributes Using Adaptive Sparse Representations of Random Patches.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
Fusion of Face and Iris Biometrics.
Proceedings of the Handbook of Iris Recognition, 2013

A Survey of Iris Biometrics Research: 2008-2010.
Proceedings of the Handbook of Iris Recognition, 2013

Introduction to the Handbook of Iris Recognition.
Proceedings of the Handbook of Iris Recognition, 2013

Template Aging in Iris Biometrics.
Proceedings of the Handbook of Iris Recognition, 2013

Pose-Robust Recognition of Low-Resolution Face Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Template Aging Phenomenon in Iris Recognition.
IEEE Access, 2013

The prediction of old and young subjects from iris texture.
Proceedings of the International Conference on Biometrics, 2013

The impact of diffuse illumination on iris recognition.
Proceedings of the International Conference on Biometrics, 2013

Automated classification of contact lens type in iris images.
Proceedings of the International Conference on Biometrics, 2013

Detection of Contact-Lens-Based Iris Biometric Spoofs Using Stereo Imaging.
Proceedings of the 46th Hawaii International Conference on System Sciences, 2013

Similarity of iris texture between siblings.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Effects of iris surface curvature on iris recognition.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

SNoW: Understanding the causes of strong, neutral, and weak face impostor pairs.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

A linear regression analysis of the effects of age related pupil dilation change in iris biometrics.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Identity verification using iris images: Performance of human examiners.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

Variation in accuracy of textured contact lens detection based on sensor and lens pattern.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

The challenge of face recognition from digital point-and-shoot cameras.
Proceedings of the IEEE Sixth International Conference on Biometrics: Theory, 2013

2012
Human and Machine Performance on Periocular Biometrics Under Near-Infrared Light and Visible Light.
IEEE Trans. Information Forensics and Security, 2012

A Multialgorithm Analysis of Three Iris Biometric Sensors.
IEEE Trans. Information Forensics and Security, 2012

The results of the NICE.II Iris biometrics competition.
Pattern Recognition Letters, 2012

Multidimensional Scaling for Matching Low-Resolution Face Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Best of Automatic Face and Gesture Recognition 2011.
Image Vision Comput., 2012

Face Recognition from Video: a Review.
IJPRAI, 2012

Color balancing for change detection in multitemporal images.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Predicting good, bad and ugly match Pairs.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

A sparse representation approach to face matching across plastic surgery.
Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Fast robust perspective transform estimation for automatic image registration in disaster response applications.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Effects of dominance and laterality on iris recognition.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Analysis of template aging in iris biometrics.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Synthetic eye images for pupil dilation mitigation.
Proceedings of the IEEE Fifth International Conference on Biometrics: Theory, 2012

2011
Improved Iris Recognition through Fusion of Hamming Distance and Fragile Bit Distance.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Useful features for human verification in near-infrared periocular images.
Image Vision Comput., 2011

Detecting and ordering salient regions.
Data Min. Knowl. Discov., 2011

Genetically identical irises have texture similarity that is not detected by iris biometrics.
Computer Vision and Image Understanding, 2011

What Surprises Do Identical Twins Have for Identity Science?
IEEE Computer, 2011

A study of face recognition of identical twins by humans.
Proceedings of the 2011 IEEE International Workshop on Information Forensics and Security, 2011

Experimental evidence of a template aging effect in iris biometrics.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Detecting questionable observers using face track clustering.
Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

Ethnicity Prediction Based on Iris Texture Features.
Proceedings of The 22nd Midwest Artificial Intelligence and Cognitive Science Conference 2011, 2011

Fusion of Face and Iris Biometrics from a Stand-Off Video Sensor.
Proceedings of The 22nd Midwest Artificial Intelligence and Cognitive Science Conference 2011, 2011

3D Twins and Expression Challenge.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Twins 3D face recognition challenge.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Dilation aware multi-image enrollment for iris biometrics.
Proceedings of the 2011 IEEE International Joint Conference on Biometrics, 2011

Distinguishing identical twins by face recognition.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

A cross-sensor evaluation of three commercial iris cameras for iris biometrics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

Predicting performance of face recognition systems: An image characterization approach.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Introduction to the Special Issue on Recent Advances in Biometrics.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2010

The 2010 Schubmehl-Prein Essay Competition: what should individual privacy rights be with respect to services such as street view?.
SIGCAS Computers and Society, 2010

Schubmehl-Prein essay competition: "What are the Potential Social and Ethical Implications of the $100 Laptop?".
SIGCAS Computers and Society, 2010

FRVT 2006 and ICE 2006 Large-Scale Experimental Results.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Degradation of iris recognition performance due to non-cosmetic prescription contact lenses.
Computer Vision and Image Understanding, 2010

Similarity of iris texture between identical twins.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

Human perceptual categorization of iris texture patterns.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

Identifying useful features for recognition in near-infrared periocular images.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

Multidimensional scaling for matching low-resolution facial images.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Introduction to the Special Section of Best Papers From the 2007 Biometrics: Theory, Applications, and Systems Conference.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2009

Iris recognition using signal-level fusion of frames from video.
IEEE Trans. Information Forensics and Security, 2009

Recent Advances in Biometric Systems: A Signal Processing Perspective.
EURASIP J. Adv. Sig. Proc., 2009

Pupil dilation degrades iris biometric performance.
Computer Vision and Image Understanding, 2009

Overview of the Multiple Biometrics Grand Challenge.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Image Averaging for Improved Iris Recognition.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

Empirical Evidence for Correct Iris Match Score Degradation with Increased Time-Lapse between Gallery and Probe Matches.
Proceedings of the Advances in Biometrics, Third International Conference, 2009

2008
A Region Ensemble for 3-D Face Recognition.
IEEE Trans. Information Forensics and Security, 2008

Introduction.
SIGCAS Computers and Society, 2008

Using classifier ensembles to label spatially disjoint data.
Information Fusion, 2008

Using multi-instance enrollment to improve performance of 3D face recognition.
Computer Vision and Image Understanding, 2008

Image understanding for iris biometrics: A survey.
Computer Vision and Image Understanding, 2008

Detecting and ordering salient regions for efficient browsing.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Semi-supervised learning on large complex simulations.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Rotated Profile Signatures for robust 3D feature detection.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Biometric Recognition Using 3D Ear Shape.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Comments on the CASIA version 1.0 Iris Data Set.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A Comparison of Decision Tree Ensemble Creation Techniques.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

A fast algorithm for ICP-based 3D shape biometrics.
Computer Vision and Image Understanding, 2007

Boosting Lite - Handling Larger Datasets and Slower Base Classifiers.
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007

Multi-Modal Biometrics Involving the Human Ear.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Actively Exploring Creation of Face Space(s) for Improved Face Recognition.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Face Recognition Using 2-D, 3-D, and Infrared: Is Multimodal Better Than Multisample?
Proceedings of the IEEE, 2006

Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition.
Computer Vision and Image Understanding, 2006

Learning to Predict Salient Regions from Disjoint and Skewed Training Sets.
Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Fusion of Infrared and Range Data: Multi-modal Face Images.
Proceedings of the Advances in Biometrics, International Conference, 2006

Preliminary Face Recognition Grand Challenge Results.
Proceedings of the Seventh IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2006), 2006

A Comparison of 3D Biometric Modalities.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

Human Face Modeling and Recognition Through Multi-View High Resolution Stereopsis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006

An Automatic 3D Ear Recognition System.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

3D Face Recognition with Region Committee Voting.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

An Evaluation of Multimodal 2D+3D Face Biometrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Ensemble diversity measures and their application to thinning.
Information Fusion, 2005

Improved range image segmentation by analyzing surface fit patterns.
Computer Vision and Image Understanding, 2005

IR and visible light face recognition.
Computer Vision and Image Understanding, 2005

Ensembles in face recognition: tackling the extremes of high dimensionality, temporality, and variance in data.
Proceedings of the IEEE International Conference on Systems, 2005

Designing Multiple Classifier Systems for Face Recognition.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Ensembles of Classifiers from Spatially Disjoint Data.
Proceedings of the Multiple Classifier Systems, 6th International Workshop, 2005

Ear Biometrics Using 2D and 3D Images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Empirical Evaluation of Advanced Ear Biometrics.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Overview of the Face Recognition Grand Challenge.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Experimental Evaluation of Iris Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Random Subspaces and Subsampling for 2-D Face Recognition.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Adaptive Rigid Multi-region Selection for Handling Expression Variation in 3D Face Recognition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

Multi-biometrics 2D and 3D Ear Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Eye Perturbation Approach for Robust Recognition of Inaccurately Aligned Faces.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

Experiments with an Improved Iris Segmentation Algorithm.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

Fully Automated Facial Symmetry Axis Detection in Frontal Color Images.
Proceedings of the Fourth IEEE Workshop on Automatic Identification Advanced Technologies (AutoID 2005), 2005

2004
Automated performance evaluation of range image segmentation algorithms.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2004

Face recognition technology: security versus privacy.
IEEE Technol. Soc. Mag., 2004

Comments on "A Parallel Mixture of SVMs for Very Large Scale Problems".
Neural Computation, 2004

Learning Ensembles from Bites: A Scalable and Accurate Approach.
J. Mach. Learn. Res., 2004

Decision trees work better than feed-forward back-prop neural nets for a specific class of problems.
Proceedings of the IEEE International Conference on Systems, 2004

Learning a model from spatially disjoint data.
Proceedings of the IEEE International Conference on Systems, 2004

A Comparison of Ensemble Creation Techniques.
Proceedings of the Multiple Classifier Systems, 5th International Workshop, 2004

A Survey Of Approaches To Three-Dimensional Face Recognition.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Multi-biometrics Using Facial Appearance, Shape and Temperature.
Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2004), 2004

Three-dimensional face and finger biometrics.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
Egomotion estimation of a range camera using the space envelope.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2003

Distributed learning with bagging-like performance.
Pattern Recognition Letters, 2003

Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Is Error-Based Pruning Redeemable?
International Journal on Artificial Intelligence Tools, 2003

Why are neural networks sometimes much more accurate than decision trees: an analysis on a bio-informatics problem.
Proceedings of the IEEE International Conference on Systems, 2003

SMOTEBoost: Improving Prediction of the Minority Class in Boosting.
Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

A New Ensemble Diversity Measure Applied to Thinning Ensembles.
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003

Comparing Pure Parallel Ensemble Creation Techniques Against Bagging.
Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM 2003), 2003

Assessment of Time Dependency in Face Recognition: An Initial Study.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

PCA-Based Face Recognition in Infrared Imagery: Baseline and Comparative Studies.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

Multi-Modal 2D and 3D Biometrics for Face Recognition.
Proceedings of the 2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003), 2003

2002
"Star Wars" revisited-Ethics and safety-critical software.
IEEE Technol. Soc. Mag., 2002

SMOTE: Synthetic Minority Over-sampling Technique.
J. Artif. Intell. Res., 2002

Open source software: intellectual challenges to the status quo.
Proceedings of the 33rd SIGCSE Technical Symposium on Computer Science Education, 2002, Cincinnati, Kentucky, USA, February 27, 2002

Distributed Pasting of Small Votes.
Proceedings of the Multiple Classifier Systems, Third International Workshop, 2002

Error-Based Pruning of Decision Trees Grown on Very Large Data Sets Can Work!
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

An Evaluation of Face and Ear Biometrics.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

The Gait Identification Challenge Problem: Data Sets and Baseline Algorithm.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Baseline Results for the Challenge Problem of Human ID Using Gait Analysis.
Proceedings of the 5th IEEE International Conference on Automatic Face and Gesture Recognition (FGR 2002), 2002

2001
Comparison of edge detection algorithms using a structure from motion task.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2001

Mentoring undergraduates in computer vision research.
IEEE Trans. Education, 2001

Reducing Effects of Plagiarism in Programming Classes.
JISE, 2001

Introduction: Undergraduate Education and Computer Vision.
IJPRAI, 2001

Comparison of Edge Detector Performance through Use in an Object Recognition Task.
Computer Vision and Image Understanding, 2001

Edge Detector Evaluation Using Empirical ROC Curves.
Computer Vision and Image Understanding, 2001

Investigation of bagging-like effects and decision trees versus neural nets in protein secondary structure prediction.
Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001

"Star Wars" revisited-a continuing case study in ethics and safety-critical software.
Proceedings of the International Symposium on Technology and Society, 2001

Bagging Is a Small-Data-Set Phenomenon.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Themes for improved teaching of image computation.
IEEE Trans. Education, 2000

The 20th Anniversary of the IEEE Transactions on Pattern Analysis and Machine Intelligence.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

A 20th Anniversary Survey: Introduction to 'Content-Based Image Retrieval at the End of the Early Years'.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

New Associate Editor Joins Editorial Board.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

New Editor-in-Chief Introduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

AE Introduction.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Pornography on the Dean's PC: An Ethics and Computing Case Study.
JISE, 2000

Teaching Tip: Resources for Teaching Ethics and Computing.
JISE, 2000

Automated performance evaluation of range image segmentation.
Proceedings of the Proceedings Fifth IEEE Workshop on Applications of Computer Vision, 2000

A parallel decision tree builder for mining very large visualization datasets.
Proceedings of the IEEE International Conference on Systems, 2000

Future faculty development seminar in ethics, social impact and alternative teaching strategies (seminar session).
Proceedings of the 31st SIGCSE Technical Symposium on Computer Science Education, 2000

Video resources for use in teaching ethics and computing.
Proceedings of the 31st SIGCSE Technical Symposium on Computer Science Education, 2000

Progress in Automated Evaluation of Curved Surface Range Image Segmentation.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Some Further Results of Experimental Comparison of Range Image Segmentation Algorithms.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1999
Resources for teaching ethics and computing.
SIGCAS Computers and Society, 1999

Introduction to the Special Section on Empirical Evaluation of Computer Vision Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Editorial.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

New Members of PAMI Editorial Board.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Associate Editors Join PAMI.
IEEE Trans. Pattern Anal. Mach. Intell., 1999

Registration and difference analysis of corresponding mammogram images.
Medical Image Analysis, 1999

Learning Rules from Distributed Data.
Proceedings of the Large-Scale Parallel Data Mining, 1999

Comparison of Edge Detectors Using an Object Recognition Task.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

Evaluation of Texture Segmentation Algorithms.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Dynamic-Scale Model Construction From Range Imagery.
IEEE Trans. Pattern Anal. Mach. Intell., 1998

Function from visual analysis and physical interaction: a methodology for recognition of generic classes of objects.
Image Vision Comput., 1998

The Space Envelope: A Representation for 3D Scenes.
Computer Vision and Image Understanding, 1998

Comparison of Edge Detectors: A Methodology and Initial Study.
Computer Vision and Image Understanding, 1998

Experiences with Empirical Evaluation of Computer Vision Algorithms.
Proceedings of the Performance Characterization in Computer Vision [9. Theoretical Foundations of Computer Vision, 1998

Decision tree learning on very large data sets.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Current Status of the Digital Database for Screening Mammography.
Proceedings of the Digital Mammography, 1998

The Effect of Edge Strength on Object Recognition from Edge Images.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

ROC Curve Evaluation of Edge Detector Performance.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Comparing Curved-Surface Range Image Segmenters.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

A Formal Framework for the Objective Evaluation of Edge Detectors.
Proceedings of the Eleventh International Florida Artificial Intelligence Research Society Conference, 1998

An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Generating ROC Curves for Artificial Neural Networks.
IEEE Trans. Med. Imaging, 1997

Combination of Multiple Classifiers Using Local Accuracy Estimates.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

Robust Visual Method for Assessing the Relative Performance of Edge-Detection Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1997

1996
Generic Object Recognition Using Form and Function
Series in Machine Perception and Artificial Intelligence 10, WorldScientific, ISBN: 978-981-4502-84-9, 1996

An Experimental Comparison of Range Image Segmentation Algorithms.
IEEE Trans. Pattern Anal. Mach. Intell., 1996

Representing and Reasoning About Object Functionality: Towards an Integrated Approach.
Proceedings of the Intelligent Robots: Sensing, 1996

1995
On Recovering Hyperquadrics from Range Data.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Extracting a Valid Boundary Representation from a Segmented Range Image.
IEEE Trans. Pattern Anal. Mach. Intell., 1995

Learning Membership Functions in a Function-Based Object Recognition System.
J. Artif. Intell. Res., 1995

Generic Recognition of Articulated Objects through Reasoning about Potential Function.
Computer Vision and Image Understanding, 1995

Aspect Graphs and Their use in Object Recognition.
Ann. Math. Artif. Intell., 1995

1994
GRUFF-3: Generalizing the domain of a function-based recognition system.
Pattern Recognition, 1994

A methodology for evaluating range image segmentation techniques.
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

Generic recognition of articulated objects by reasoning about functionality.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

Function-Based Object Recognition.
Proceedings of the Modelling and Planning for Sensor Based Intelligent Robot Systems [Dagstuhl Workshop, 1994

The detection of micro-calcifications in mammographic images using high dimensional features.
Proceedings of the Seventh Annual IEEE Symposium on Computer-Based Medical Systems (CBMS'94), 1994

1993
The Scale Space Aspect Graph.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Computing the Perspective Projection Aspect Graph of Solids of Revolution.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Computing the Generalized Aspect Graph for Objects with Moving Parts.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Methods for Combination of Evidence in Function-Based 3-D Object Recognition.
IJPRAI, 1993

Learning Fuzzy Membership Functions in a Function-Based Object Recognition System.
Proceedings of the Fuzzy Logic in Artificial Intelligence, IJCAI '93, Workshop, Chambéry, 1993

Using hyperquadrics for shape recovery from range data.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
Why aspect graphs are not (yet) practical for computer vision.
CVGIP: Image Understanding, 1992

Special issue on directions in CAD-based vision.
CVGIP: Image Understanding, 1992

Indexing function-based categories for generic recognition.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992

1991
Generalizing the aspect graph concept to include articulated assemblies.
Pattern Recognition Letters, 1991

Achieving Generalized Object Recognition through Reasoning about Association of Function to Structure.
IEEE Trans. Pattern Anal. Mach. Intell., 1991

Revolutions and experimental computer vision.
CVGIP: Image Understanding, 1991

Generic recognition through qualitative reasoning about 3-D shape and object function.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1990
Computing the orthographic projection aspect graph of solids of revolution.
Pattern Recognition Letters, 1990

Aspect graphs: An introduction and survey of recent results.
Int. J. Imaging Systems and Technology, 1990

Direct construction of the perspective projection aspect graph of convex polyhedra.
Computer Vision, Graphics, and Image Processing, 1990

Computing the visual potential of an articulated assembly of parts.
Proceedings of the Third International Conference on Computer Vision, 1990

1988
An Aspect Graph-based Control Strategy for 3-D Object Recognition.
Proceedings of the First International Conference on Industrial & Engineering Applications of Artificial Intelligence & Expert Systems, 1988

Creating The Perspective Projection Aspect Graph Of Polyhedral Objects.
Proceedings of the Second International Conference on Computer Vision, 1988

Aspect Graphs And Nonlinear Optimization In 3-D Object Recognition.
Proceedings of the Second International Conference on Computer Vision, 1988

1987
Restructuring Aspect Graphs into Aspect- and Cell-Equivalence Classes for Use in Computer Vision.
Proceedings of the Graph-Theoretic Concepts in Computer Science, International Workshop, 1987

1983
Optimizing Contiguous-Element Region Selection for Virtual Memory Systems.
IEEE Trans. Computers, 1983

1980
The role of computer systems in the nuclear power debate.
SIGCAS Computers and Society, 1980

1978
Proposal For A Shared Resource Computing Utility.
Proceedings of the Proceedings 1978 ACM Annual Conference, 1978


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