Paul W. Fieguth

Orcid: 0000-0001-7260-2260

Affiliations:
  • University of Waterloo, Canada


According to our database1, Paul W. Fieguth authored at least 228 papers between 1994 and 2024.

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Bibliography

2024
Superpixel-Guided Multi-Type Rail Segmentation via Contextual Information Aggregation.
IEEE Trans. Intell. Transp. Syst., October, 2024

Particle-Filtering-based Latent Diffusion for Inverse Problems.
CoRR, 2024

BIOSCAN-5M: A Multimodal Dataset for Insect Biodiversity.
CoRR, 2024

Defect detection on multi-type rail surfaces via IoU decoupling and multi-information alignment.
Adv. Eng. Informatics, 2024

Memory-Efficient Continual Learning Object Segmentation for Long Videos.
IEEE Access, 2024

2023
Deep Learning for Instance Retrieval: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

K-Means for noise-insensitive multi-dimensional feature learning.
Pattern Recognit. Lett., 2023

Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

EPNet: An Efficient Pyramid Network for Enhanced Single-Image Super-Resolution with Reduced Computational Requirements.
CoRR, 2023

Challenges for Predictive Modeling with Neural Network Techniques using Error-Prone Dietary Intake Data.
CoRR, 2023

Memory-Efficient Continual Learning Object Segmentation for Long Video.
CoRR, 2023

Is Generative Modeling-based Stylization Necessary for Domain Adaptation in Regression Tasks?
CoRR, 2023

Video Relationship Detection Using Mixture of Experts.
IEEE Access, 2023

A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Domain-Guided Spatio-Temporal Self-Attention for Egocentric 3D Pose Estimation.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Deep learning methods for inverse problems.
PeerJ Comput. Sci., 2022

Machine Learning Challenges of Biological Factors in Insect Image Data.
CoRR, 2022

Building Spatio-temporal Transformers for Egocentric 3D Pose Estimation.
CoRR, 2022

Normalized K-Means for Noise-Insensitive Multi-Dimensional Feature Learning.
CoRR, 2022

The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area.
Proceedings of the Machine Learning and Knowledge Extraction, 2022

2021
Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement.
IEEE Signal Process. Mag., 2021

Non-stationary content-adaptive projector resolution enhancement.
Signal Process. Image Commun., 2021

A review of uncertainty quantification in deep learning: Techniques, applications and challenges.
Inf. Fusion, 2021

Survey of Deep Learning Methods for Inverse Problems.
CoRR, 2021

Deep ROC Analysis and AUC as Balanced Average Accuracy to Improve Model Selection, Understanding and Interpretation.
CoRR, 2021

Deep Image Retrieval: A Survey.
CoRR, 2021

Efficient Model Based Grid Intersection Detection for Single-Shot 3D Reconstruction.
Proceedings of the 34th IEEE Canadian Conference on Electrical and Computer Engineering, 2021

2020
A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms.
BMC Medical Informatics Decis. Mak., 2020

Deep Learning for Generic Object Detection: A Survey.
Int. J. Comput. Vis., 2020

Text Detection and Recognition in the Wild: A Review.
CoRR, 2020

Deep Neural Network Perception Models and Robust Autonomous Driving Systems.
CoRR, 2020

2019
Texture Classification in Extreme Scale Variations Using GANet.
IEEE Trans. Image Process., 2019

From BoW to CNN: Two Decades of Texture Representation for Texture Classification.
Int. J. Comput. Vis., 2019

Potential adversarial samples for white-box attacks.
CoRR, 2019

FRESCO: Fast Radiometric Egocentric Screen Compensation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

RUNet: A Robust UNet Architecture for Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Assessing Architectural Similarity in Populations of Deep Neural Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Real-Time Embedded Motion Detection via Neural Response Mixture Modeling.
J. Signal Process. Syst., 2018

Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks.
CoRR, 2018

ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks.
CoRR, 2018

A Survey of Recent Advances in Texture Representation.
CoRR, 2018

Vehicle Longitudinal Acceleration Determination from Mobile Phone Sensor: An IoT System Solution for Intelligent Transportation.
Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

LBP-Motivated Colour Texture Classification.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multi-projector Resolution Enhancement Through Biased Interpolation.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence.
Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Measures of Model Interpretability for Model Selection.
Proceedings of the Machine Learning and Knowledge Extraction, 2018

2017
Local binary features for texture classification: Taxonomy and experimental study.
Pattern Recognit., 2017

Deep Randomly-Connected Conditional Random Fields For Image Segmentation.
IEEE Access, 2017

Seam tracking in automated welding.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
Median Robust Extended Local Binary Pattern for Texture Classification.
IEEE Trans. Image Process., 2016

NeRD: A Neural Response Divergence Approach to Visual Saliency Detection.
IEEE Signal Process. Lett., 2016

Automatic Detection of the Ice Edge in SAR Imagery Using Curvelet Transform and Active Contour.
Remote. Sens., 2016

Random projections and Single BoW for fast and Robust texture segmentation.
Inf. Sci., 2016

Extended local binary patterns for face recognition.
Inf. Sci., 2016

NeRD: a Neural Response Divergence Approach to Visual Salience Detection.
CoRR, 2016

Automatic tracking of pupillary dynamics from <i>in vivo</i> functional optical coherence tomography images.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2016

Corrigendum to "A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure" [Advanced Engineering Informatics 29(2) (2015) 196-210].
Adv. Eng. Informatics, 2016

Self-similarity measure for multi-modal image registration.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Sorted self-similarity for multi-modal image registration.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Evaluation of LBP and Deep Texture Descriptors with a New Robustness Benchmark.
Proceedings of the Computer Vision - ECCV 2016, 2016

Efficient Deep Feature Learning and Extraction via StochasticNets.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Embedded Motion Detection via Neural Response Mixture Background Modeling.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Robust Non-saliency Guided Watermarking.
Proceedings of the 13th Conference on Computer and Robot Vision, 2016

2015
Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields.
IEEE Trans. Medical Imaging, 2015

Fusing Sorted Random Projections for Robust Texture and Material Classification.
IEEE Trans. Circuits Syst. Video Technol., 2015

Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields.
CoRR, 2015

Domain Adaptation and Transfer Learning in StochasticNets.
CoRR, 2015

Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements.
BMC Medical Imaging, 2015

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure.
Adv. Eng. Informatics, 2015

Stage-wise Training: An Improved Feature Learning Strategy for Deep Models.
Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Scalable multi-neighborhood learning for convolutional networks.
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Curvelet based feature extraction of dynamic ice from SAR imagery.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Thermography spatial resolution enhancement by non-rigid registration with visible imagery.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Probabilistic continuous edge detection using local symmetry.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Median robust extended local binary pattern for texture classification.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

External forces for active contours using the undecimated wavelet transform.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Structural Representations for Multi-modal Image Registration Based on Modified Entropy.
Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014
BRINT: Binary Rotation Invariant and Noise Tolerant Texture Classification.
IEEE Trans. Image Process., 2014

Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions.
BMC Medical Imaging, 2014

Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image saliency detection via multi-scale statistical non-redundancy modeling.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Extended local binary pattern fusion for face recognition.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cross modality label fusion in multi-atlas segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Undecimated hierarchical active contours for oct image segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Scalable learning for restricted Boltzmann machines.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-modal image registration using structural features.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A new Mercer sigmoid kernel for clinical data classification.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Frozen-State Hierarchical Annealing.
IEEE Trans. Image Process., 2013

Sparse Reconstruction of Breast MRI Using Homotopic L<sub>0</sub> Minimization in a Regional Sparsified Domain.
IEEE Trans. Biomed. Eng., 2013

Bayesian inference on integrated continuity fluid flows and their application to dust aerosols.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

BRINT: A binary rotation invariant and noise tolerant texture descriptor.
Proceedings of the IEEE International Conference on Image Processing, 2013

2012
Sorted random projections for robust rotation-invariant texture classification.
Pattern Recognit., 2012

Texture Classification from Random Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Empirical Study of Wavelet Domain Image Joint Statistics and Proposition of an Efficient Correlation Map.
J. Math. Imaging Vis., 2012

Extended local binary patterns for texture classification.
Image Vis. Comput., 2012

A robust probabilistic Braille recognition system.
Int. J. Document Anal. Recognit., 2012

Background subtraction and dust storm detection.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A Bayesian approach to spaceborn hyperspectral optical flow estimation on dust aerosols.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Adaptive post-filtering based on Local Binary Patterns.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Multi-scale tensor vector field active contour.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Saliency detection via statistical non-redundancy.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011
Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging.
IEEE Trans. Inf. Technol. Biomed., 2011

Synthesis of Remote Sensing Label Fields Using a Tree-Structured Hierarchical Model.
IEEE Trans. Geosci. Remote. Sens., 2011

Stochastic image denoising based on Markov-chain Monte Carlo sampling.
Signal Process., 2011

Decoupled Active Contour (DAC) for Boundary Detection.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional.
IEEE Geosci. Remote. Sens. Lett., 2011

A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Adaptive multi-resolution CRF-based contour tracking.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-scale 3D representation via volumetric quasi-random scale space.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A structure-guided conditional sampling model for video resolution enhancement.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Combining sorted random features for texture classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Tensor vector field based active contours.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Maneuvering Head Motion Tracking by Coarse-to-Fine Particle Filter.
Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Sorted Random Projections for robust texture classification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

From active contours to active surfaces.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Precise High Speed Multi-Target Multi-Sensor Local Positioning System.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Autocalibration: Finding Infinity in a Projective Reconstruction.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Generalized Local Binary Patterns for Texture Classification.
Proceedings of the British Machine Vision Conference, 2011

2010
Quasi-random nonlinear scale space.
Pattern Recognit. Lett., 2010

CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration.
Medical Image Anal., 2010

A new Bayesian source separation approach to blind decorrelation of SAR data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Remote sensing image synthesis.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Model-based tracking: Temporal conditional random fields.
Proceedings of the International Conference on Image Processing, 2010

Image synthesis using Conditional Random Fields.
Proceedings of the International Conference on Image Processing, 2010

Automated 3D Reconstruction and Segmentation from Optical Coherence Tomography.
Proceedings of the Computer Vision, 2010

Organ Recognition Using Gabor Filters.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Mammogram Image Superresolution Based on Statistical Moment Analysis.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

A Bayesian Information Flow Approach to Image Segmentation.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Decoupled Active Surface for Volumetric Image Segmentation.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Texture CLassification Using Compressed Sensing.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

A cellular automata based semi-automatic algorithm for segmentation of choroidal blood vessels from ultrahigh resolution optical coherence images of rat retina.
Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Compressed Sensing for Robust Texture Classification.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging.
IEEE Trans. Biomed. Eng., 2009

Fast phase-based registration of multimodal image data.
Signal Process., 2009

Probabilistic estimation of Braille document parameters.
Proceedings of the International Conference on Image Processing, 2009

Hierarchical Sampling with Constraints.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

A Robust Modular Wavelet Network Based Symbol Classifier.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

VizDraw: A Platform to Convert Online Hand-Drawn Graphics into Computer Graphics.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Image Resolution Enhancement with Hierarchical Hidden Fields.
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Parallel Hidden Hierarchical Fields for Multi-scale Reconstruction.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

A Novel Algorithm for Extraction of the Layers of the Cornea.
Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

2008
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

An adaptive Monte Carlo approach to nonlinear image denoising.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Phase-adaptive image signal fusion using complex-valued wavelets.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A perceptually adaptive approach to image denoising using anisotropic non-local means.
Proceedings of the International Conference on Image Processing, 2008

Background estimation for microscopic cellular images.
Proceedings of the International Conference on Image Processing, 2008

Statistical fusion and sampling of scientific images.
Proceedings of the International Conference on Image Processing, 2008

Robust snake convergence based on dynamic programming.
Proceedings of the International Conference on Image Processing, 2008

Correlated non-linear wavelet shrinkage.
Proceedings of the International Conference on Image Processing, 2008

Accurate Boundary Localization using Dynamic Programming on Snakes.
Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007
Extended-Hungarian-JPDA: Exact Single-Frame Stem Cell Tracking.
IEEE Trans. Biomed. Eng., 2007

Toward an Optimal Solution for Multitarget Tracking.
Proceedings of the International Conference on Image Processing, 2007

Constrained Sampling Using Simulated Annealing.
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

A probabilistic shading invariant color distance measure.
Proceedings of the 15th European Signal Processing Conference, 2007

2006
Morphological segmentation and classification of underground pipe images.
Mach. Vis. Appl., 2006

Probabilistic Model-Based Cell Tracking.
Int. J. Biomed. Imaging, 2006

Wavelet Video Denoising with Regularized Multiresolution Motion Estimation.
EURASIP J. Adv. Signal Process., 2006

A Combined Bayesshrinkwavelet-Ridgelet Technique for Image Denoising.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Posterior Sampling of Scientific Images.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Frozen-State Hierarchical Annealing.
Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Hierarchical Region Mean-Based Image Segmentation.
Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

2005
Statistical processing of large image sequences.
IEEE Trans. Image Process., 2005

Forest structure optimization using evolutionary programming and landscape ecology metrics.
Eur. J. Oper. Res., 2005

A probabilistic living cell segmentation model.
Proceedings of the 2005 International Conference on Image Processing, 2005

Correlated wavelet shrinkage: models of local random fields across multiple resolutions.
Proceedings of the 2005 International Conference on Image Processing, 2005

A Model-Based Hematopoietic Stem Cell Tracker.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

A Narrow-Band Level-Set Method with Dynamic Velocity for Neural Stem Cell Cluster Segmentation.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Image Denoising Using Complex Wavelets and Markov Prior Models.
Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004
Hierarchical Regions for Image Segmentation.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

A New Gabor Filter Based Kernel for Texture Classification with SVM.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

BayesShrink Ridgelets for Image Denoising.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Motion-Compensated Wavelet Video Denoising.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Hierarchical MCMC Sampling.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Textures and Wavelet-Domain Joint Statistics.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Parameterized Hierarchical Annealing for Scientific Models.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Robust Shape Retrieval Using Maximum Likelihood Theory.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

A multimodal variational approach to learning and inference in switching state space models [speech processing application].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Phase-based methods for Fourier shape matching.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Hierarchical annealing for scientific models.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Mapping and pseudoinverse algorithms for ocean data assimilation.
IEEE Trans. Geosci. Remote. Sens., 2003

A probabilistic framework for image segmentation.
Proceedings of the 2003 International Conference on Image Processing, 2003

Adaptive Wiener filtering of noisy images and image sequences.
Proceedings of the 2003 International Conference on Image Processing, 2003

Parametric contour estimation by simulated annealing.
Proceedings of the 2003 International Conference on Image Processing, 2003

Hierarchical posterior sampling for images and random fields.
Proceedings of the 2003 International Conference on Image Processing, 2003

Hierarchical Annealing for Random Image Synthesis.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002
Hierarchical network flow phase unwrapping.
IEEE Trans. Geosci. Remote. Sens., 2002

Hierarchical Multiscale Modeling of Wavelet-Based Correlations.
Proceedings of the Structural, 2002

Data fusion of SSM/I channels using multiresolution wavelet transform.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Efficient interpolation of large image sequences.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Mapping and pseudo-inverse algorithms for data assimilation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Adaptive color image segmentation using Markov random fields.
Proceedings of the 2002 International Conference on Image Processing, 2002

Towards random field modeling of wavelet statistics.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
Multiply-rooted multiscale models for large-scale estimation.
IEEE Trans. Image Process., 2001

Computationally efficient steady-state multiscale estimation for 1-D diffusion processes.
Autom., 2001

Wavelet shrinkage with correlated wavelet coefficients.
Proceedings of the 2001 International Conference on Image Processing, 2001

A functional articulatory dynamic model for speech production.
Proceedings of the IEEE International Conference on Acoustics, 2001

Highlight and Shading Invariant Color Image Segmentation Using Simulated Annealing.
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2001

2000
Multiscale methods for the segmentation and reconstruction of signals and images.
IEEE Trans. Image Process., 2000

Probabilistic cost functions for network flow phase unwrapping.
IEEE Trans. Geosci. Remote. Sens., 2000

Incremental Shape Reconstruction Using Stereo Image Sequences.
Proceedings of the 2000 International Conference on Image Processing, 2000

Fast Retrieval Methods for Images with Significant Variations.
Proceedings of the 2000 International Conference on Image Processing, 2000

Analysis of Corneal Images for Assessing Contact Lens Trauma.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
Recursive Multiscale Estimation of Space-Time Random Fields.
Proceedings of the 1999 International Conference on Image Processing, 1999

Automated Analysis and Detection of Cracks in Underground Scanned Pipes.
Proceedings of the 1999 International Conference on Image Processing, 1999

Foveated Multiscale Models for Large-Scale Estimation.
Proceedings of the 1999 International Conference on Image Processing, 1999

Speech enhancement using voice source models.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Vision-Based Speaker Detection Using Bayesian Networks.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Efficient Multiresolution Counterparts to Variational Methods for Surface Reconstruction.
Comput. Vis. Image Underst., 1998

Computationally Efficient Multiscale Estimation of Large-Scale Dynamic Systems.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Multipole-Motivated Reduced-State Estimation.
Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997
An overlapping tree approach to multiscale stochastic modeling and estimation.
IEEE Trans. Image Process., 1997

Color-Based Tracking of Heads and Other Mobile Objects at Video Frame Rates.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
Fractal estimation using models on multiscale trees.
IEEE Trans. Signal Process., 1996

A general multiresolution approach to the estimation of dense fields in remote sensing.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Multiscale methods for the segmentation of images.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multiresolution stochastic models for the efficient solution of large-scale space-time estimation problems.
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995
Application of multiscale estimation to large scale multidimensional imaging and remote sensing problems.
PhD thesis, 1995

Multiresolution optimal interpolation and statistical analysis of TOPEX/POSEIDON satellite altimetry.
IEEE Trans. Geosci. Remote. Sens., 1995

Multiresolution model development for overlapping trees via canonical correlation analysis.
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Multiresolution statistical analysis and assimilation of large ocean data sets.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Multiresolution Stochastic Imaging of Satellite Oceanographic Altimetric Data.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994


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