Paul W. Fieguth

According to our database, Paul W. Fieguth authored at least 223 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Deep Learning for Instance Retrieval: A Survey.

Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Theodoros Georgiou, Paul W. Fieguth, Li Liu, Michael S. Lew

IEEE Trans. Pattern Anal. Mach. Intell., June, 2023

K-Means for noise-insensitive multi-dimensional feature learning.

Nicholas Pellegrino, Paul W. Fieguth, Parsin Haji Reza

Pattern Recognit. Lett., 2023

Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and Explanation.

André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Olivia Magwood, Yusuf Sheikh, Matthew McInnes, Andreas Holzinger

IEEE Trans. Pattern Anal. Mach. Intell., 2023

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

Xin Xu, Jinman Park, Paul W. Fieguth

CoRR, 2023

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

Dylan Spicker, Amir Nazemi, Joy Hutchinson, Paul W. Fieguth, Sharon I. Kirkpatrick, Michael Wallace, Kevin W. Dodd

CoRR, 2023

Memory-Efficient Continual Learning Object Segmentation for Long Video.

Amir Nazemi, Mohammad Javad Shafiee, Zahra Gharaee, Paul W. Fieguth

CoRR, 2023

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

Jinman Park, Francois Barnard, Saad Hossain, Sirisha Rambhatla, Paul W. Fieguth

CoRR, 2023

Video Relationship Detection Using Mixture of Experts.

Ala Shaabana, Zahra Gharaee, Paul W. Fieguth

IEEE Access, 2023

A Step Towards Worldwide Biodiversity Assessment: The BIOSCAN-1M Insect Dataset.

Zahra Gharaee, ZeMing Gong, Nicholas Pellegrino, Iuliia Zarubiieva, Joakim Bruslund Haurum, Scott C. Lowe, Jaclyn T. A. McKeown, Chris C. Y. Ho, Joschka McLeod, Yi-Yun C. Wei, Jireh Agda, Sujeevan Ratnasingham, Dirk Steinke, Angel X. Chang, Graham W. Taylor, Paul W. Fieguth

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.

Jinman Park, Kimathi Kaai, Saad Hossain, Norikatsu Sumi, Sirisha Rambhatla, Paul W. Fieguth

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

CLVOS23: A Long Video Object Segmentation Dataset for Continual Learning.

Amir Nazemi, Zeyad Moustafa, Paul W. Fieguth

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deep learning methods for inverse problems.

Shima Kamyab, Zohreh Azimifar, Rasool Sabzi, Paul W. Fieguth

PeerJ Comput. Sci., 2022

Machine Learning Challenges of Biological Factors in Insect Image Data.

Nicholas Pellegrino, Zahra Gharaee, Paul W. Fieguth

CoRR, 2022

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

Jinman Park, Kimathi Kaai, Saad Hossain, Norikatsu Sumi, Sirisha Rambhatla, Paul W. Fieguth

CoRR, 2022

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

Nicholas Pellegrino, Paul W. Fieguth, Parsin Haji Reza

CoRR, 2022

The ROC Diagonal is Not Layperson's Chance: A New Baseline Shows the Useful Area.

André M. Carrington, Paul W. Fieguth, Franz Mayr, Nick D. James, Andreas Holzinger, John W. Pickering, Richard I. Aviv

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.

Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong

IEEE Signal Process. Mag., 2021

Non-stationary content-adaptive projector resolution enhancement.

Xiaodan Hu, Mohamed A. Naiel, Zohreh Azimifar, Ibrahim Ben Daya, Mark Lamm, Paul W. Fieguth

Signal Process. Image Commun., 2021

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

Moloud Abdar, Farhad Pourpanah, Sadiq Hussain, Dana Rezazadegan, Li Liu, Mohammad Ghavamzadeh, Paul W. Fieguth, Xiaochun Cao, Abbas Khosravi, U. Rajendra Acharya, Vladimir Makarenkov, Saeid Nahavandi

Inf. Fusion, 2021

Survey of Deep Learning Methods for Inverse Problems.

Shima Kamyab, Zohreh Azimifar, Rasool Sabzi, Paul W. Fieguth

CoRR, 2021

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

André M. Carrington, Douglas G. Manuel, Paul W. Fieguth, Tim Ramsay, Venet Osmani, Bernhard Wernly, Carol Bennett, Steven Hawken, Matthew McInnes, Olivia Magwood, Yusuf Sheikh, Andreas Holzinger

CoRR, 2021

Deep Image Retrieval: A Survey.

Wei Chen, Yu Liu, Weiping Wang, Erwin M. Bakker, Theodoros Georgiou, Paul W. Fieguth, Li Liu, Michael S. Lew

CoRR, 2021

Efficient Model Based Grid Intersection Detection for Single-Shot 3D Reconstruction.

Kasra Sadatsharifi, Mohamed A. Naiel, Mark Lamm, Paul W. Fieguth

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.

André M. Carrington, Paul W. Fieguth, Hammad Qazi, Andreas Holzinger, Helen H. Chen, Franz Mayr, Douglas G. Manuel

BMC Medical Informatics Decis. Mak., 2020

Deep Learning for Generic Object Detection: A Survey.

Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, Matti Pietikäinen

Int. J. Comput. Vis., 2020

Text Detection and Recognition in the Wild: A Review.

Zobeir Raisi, Mohamed A. Naiel, Paul W. Fieguth, Steven Wardell, John S. Zelek

CoRR, 2020

Deep Neural Network Perception Models and Robust Autonomous Driving Systems.

Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong

CoRR, 2020

2019

Texture Classification in Extreme Scale Variations Using GANet.

Li Liu, Jie Chen, Guoying Zhao, Paul W. Fieguth, Xilin Chen, Matti Pietikäinen

IEEE Trans. Image Process., 2019

From BoW to CNN: Two Decades of Texture Representation for Texture Classification.

Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen

Int. J. Comput. Vis., 2019

Potential adversarial samples for white-box attacks.

Amir Nazemi, Paul W. Fieguth

CoRR, 2019

FRESCO: Fast Radiometric Egocentric Screen Compensation.

Matthew Post, Paul W. Fieguth, Mohamed A. Naiel, Zohreh Azimifar, Mark Lamm

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

RUNet: A Robust UNet Architecture for Image Super-Resolution.

Xiaodan Hu, Mohamed A. Naiel, Alexander Wong, Mark Lamm, Paul W. Fieguth

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Assessing Architectural Similarity in Populations of Deep Neural Networks.

Audrey G. Chung, Paul W. Fieguth, Alexander Wong

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018

Real-Time Embedded Motion Detection via Neural Response Mixture Modeling.

Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

J. Signal Process. Syst., 2018

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

Audrey G. Chung, Paul W. Fieguth, Alexander Wong

CoRR, 2018

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

Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong

CoRR, 2018

A Survey of Recent Advances in Texture Representation.

Li Liu, Jie Chen, Paul W. Fieguth, Guoying Zhao, Rama Chellappa, Matti Pietikäinen

CoRR, 2018

Vehicle Longitudinal Acceleration Determination from Mobile Phone Sensor: An IoT System Solution for Intelligent Transportation.

Fayçal Saffih, Paul W. Fieguth

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018

LBP-Motivated Colour Texture Classification.

Raquel Bello-Cerezo, Paul W. Fieguth, Francesco Bianconi

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Multi-projector Resolution Enhancement Through Biased Interpolation.

Andrew Hryniowski, Ibrahim Ben Daya, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul W. Fieguth

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence.

Audrey G. Chung, Paul W. Fieguth, Alexander Wong

Proceedings of the 15th Conference on Computer and Robot Vision, 2018

Measures of Model Interpretability for Model Selection.

André M. Carrington, Paul W. Fieguth, Helen H. Chen

Proceedings of the Machine Learning and Knowledge Extraction, 2018

2017

Local binary features for texture classification: Taxonomy and experimental study.

Li Liu, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen

Pattern Recognit., 2017

Deep Randomly-Connected Conditional Random Fields For Image Segmentation.

Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth

IEEE Access, 2017

Seam tracking in automated welding.

Keyvan Kasiri, Ahmed Gawish, Paul W. Fieguth

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.

Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016

Median Robust Extended Local Binary Pattern for Texture Classification.

Li Liu, Songyang Lao, Paul W. Fieguth, Yulan Guo, Xiaogang Wang, Matti Pietikäinen

IEEE Trans. Image Process., 2016

NeRD: A Neural Response Divergence Approach to Visual Saliency Detection.

Mohammad Javad Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong

IEEE Signal Process. Lett., 2016

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

Jiange Liu, Katharine Andrea Scott, Ahmed Gawish, Paul W. Fieguth

Remote. Sens., 2016

Random projections and Single BoW for fast and Robust texture segmentation.

Li Liu, Liansheng Wang, Lingjun Zhao, Paul W. Fieguth

Inf. Sci., 2016

Extended local binary patterns for face recognition.

Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen, Dewen Hu

Inf. Sci., 2016

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

M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong

CoRR, 2016

Automatic tracking of pupillary dynamics from <i>in vivo</i> functional optical coherence tomography images.

Chenyi Liu, Alexander Wong, Alireza A. Moayed, Paul W. Fieguth, Hongxia Bie, Kostadinka K. Bizheva

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].

Christian Koch, Kristina Doycheva, Varun Kasireddy, Burcu Akinci, Paul W. Fieguth

Adv. Eng. Informatics, 2016

Self-similarity measure for multi-modal image registration.

Keyvan Kasiri, Paul W. Fieguth, David A. Clausi

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Sorted self-similarity for multi-modal image registration.

Keyvan Kasiri, Paul W. Fieguth, David A. Clausi

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.

Li Liu, Paul W. Fieguth, Xiaogang Wang, Matti Pietikäinen, Dewen Hu

Proceedings of the Computer Vision - ECCV 2016, 2016

Efficient Deep Feature Learning and Extraction via StochasticNets.

Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Embedded Motion Detection via Neural Response Mixture Background Modeling.

Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Robust Non-saliency Guided Watermarking.

Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi

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.

Mohammad Javad Shafiee, Shahid A. Haider, Alexander Wong, Dorothy Lui, Andrew Cameron, Ameen Modhafar, Paul W. Fieguth, Masoom A. Haider

IEEE Trans. Medical Imaging, 2015

Fusing Sorted Random Projections for Robust Texture and Material Classification.

Li Liu, Paul W. Fieguth, Dewen Hu, Yingmei Wei, Gangyao Kuang

IEEE Trans. Circuits Syst. Video Technol., 2015

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

Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth

CoRR, 2015

Domain Adaptation and Transfer Learning in StochasticNets.

Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong

CoRR, 2015

Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements.

Alexander Wong, Chenyi Liu, Xiao Wang, Paul W. Fieguth, Hongxia Bie

BMC Medical Imaging, 2015

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure.

Christian Koch, Kristina Georgieva, Varun Kasireddy, Burcu Akinci, Paul W. Fieguth

Adv. Eng. Informatics, 2015

Stage-wise Training: An Improved Feature Learning Strategy for Deep Models.

Elnaz Barshan, Paul W. Fieguth

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

Scalable multi-neighborhood learning for convolutional networks.

Elnaz Barshan, Paul W. Fieguth, Alexander Wong

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Curvelet based feature extraction of dynamic ice from SAR imagery.

Jiange Liu, Katharine Andrea Scott, Paul W. Fieguth

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.

Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Thermography spatial resolution enhancement by non-rigid registration with visible imagery.

Gerald Mwangi, Paul W. Fieguth, Christoph S. Garbe

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Probabilistic continuous edge detection using local symmetry.

Gerald Mwangi, Paul W. Fieguth, Christoph S. Garbe

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Median robust extended local binary pattern for texture classification.

Li Liu, Paul W. Fieguth, Matti Pietikäinen, Songyang Lao

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

External forces for active contours using the undecimated wavelet transform.

Ahmed Gawish, Paul W. Fieguth

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Structural Representations for Multi-modal Image Registration Based on Modified Entropy.

Keyvan Kasiri, Paul W. Fieguth, David A. Clausi

Proceedings of the Image Analysis and Recognition - 12th International Conference, 2015

2014

BRINT: Binary Rotation Invariant and Noise Tolerant Texture Classification.

Li Liu, Yunli Long, Paul W. Fieguth, Songyang Lao, Guoying Zhao

IEEE Trans. Image Process., 2014

Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions.

Chenyi Liu, Alexander Wong, Paul W. Fieguth, Kostadinka K. Bizheva, Hongxia Bie

BMC Medical Imaging, 2014

Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques.

M. J. Shafiee, Alexander Wong, Parthipan Siva, Paul W. Fieguth

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Image saliency detection via multi-scale statistical non-redundancy modeling.

Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Extended local binary pattern fusion for face recognition.

Li Liu, Paul W. Fieguth, Guoying Zhao, Matti Pietikäinen

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Cross modality label fusion in multi-atlas segmentation.

Keyvan Kasiri, Paul W. Fieguth, David A. Clausi

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Undecimated hierarchical active contours for oct image segmentation.

Ahmed Gawish, Paul W. Fieguth, Sebastian Marschall, Kostadinka K. Bizheva

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Scalable learning for restricted Boltzmann machines.

Elnaz Barshan, Paul W. Fieguth

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Multi-modal image registration using structural features.

Keyvan Kasiri, David A. Clausi, Paul W. Fieguth

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.

André M. Carrington, Paul W. Fieguth, Helen H. Chen

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Frozen-State Hierarchical Annealing.

Wesley R. Campaigne, Paul W. Fieguth

IEEE Trans. Image Process., 2013

Sparse Reconstruction of Breast MRI Using Homotopic L₀ Minimization in a Regional Sparsified Domain.

Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

IEEE Trans. Biomed. Eng., 2013

Bayesian inference on integrated continuity fluid flows and their application to dust aerosols.

Fabian E. Bachl, Christoph S. Garbe, Paul W. Fieguth

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

BRINT: A binary rotation invariant and noise tolerant texture descriptor.

Li Liu, Bing Yang, Paul W. Fieguth, Zheng Yang, Yingmei Wei

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Sorted random projections for robust rotation-invariant texture classification.

Li Liu, Paul W. Fieguth, David A. Clausi, Gangyao Kuang

Pattern Recognit., 2012

Texture Classification from Random Features.

Li Liu, Paul W. Fieguth

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Empirical Study of Wavelet Domain Image Joint Statistics and Proposition of an Efficient Correlation Map.

Zohreh Azimifar, Mehdi Amiri, Paul W. Fieguth, Ed Jernigan

J. Math. Imaging Vis., 2012

Extended local binary patterns for texture classification.

Li Liu, Lingjun Zhao, Yunli Long, Gangyao Kuang, Paul W. Fieguth

Image Vis. Comput., 2012

A robust probabilistic Braille recognition system.

M. Yousefi, Mahmoud Famouri, Behrooz Nasihatkon, Zohreh Azimifar, Paul W. Fieguth

Int. J. Document Anal. Recognit., 2012

Background subtraction and dust storm detection.

Chenyi Liu, Paul W. Fieguth, Christoph S. Garbe

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

A Bayesian approach to spaceborn hyperspectral optical flow estimation on dust aerosols.

Fabian E. Bachl, Christoph S. Garbe, Paul W. Fieguth

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Adaptive post-filtering based on Local Binary Patterns.

Ying Liu, Dake He, Paul W. Fieguth

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Multi-scale tensor vector field active contour.

Abhishek Kumar, Alexander Wong, Paul W. Fieguth, David A. Clausi

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

Saliency detection via statistical non-redundancy.

Aanchal Jain, Alexander Wong, Paul W. Fieguth

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging.

Alexander Wong, Jacob Scharcanski, Paul W. Fieguth

IEEE Trans. Inf. Technol. Biomed., 2011

Synthesis of Remote Sensing Label Fields Using a Tree-Structured Hierarchical Model.

Ying Liu, Alexander Wong, Paul W. Fieguth

IEEE Trans. Geosci. Remote. Sens., 2011

Stochastic image denoising based on Markov-chain Monte Carlo sampling.

Alexander Wong, Akshaya Kumar Mishra, Wen Zhang, Paul W. Fieguth, David A. Clausi

Signal Process., 2011

Decoupled Active Contour (DAC) for Boundary Detection.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

IEEE Trans. Pattern Anal. Mach. Intell., 2011

Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional.

Wen Zhang, Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

IEEE Geosci. Remote. Sens. Lett., 2011

A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields.

M. J. Shafiee, Zohreh Azimifar, Alexander Wong, Paul W. Fieguth

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.

Angus Leigh, Alexander Wong, David A. Clausi, Paul W. Fieguth

Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

Adaptive multi-resolution CRF-based contour tracking.

Fatemeh Moayedi, Zohreh Azimifar, Paul W. Fieguth, Alireza Kazemi

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Multi-scale 3D representation via volumetric quasi-random scale space.

Akshaya Kumar Mishra, Alexander Wong, Paul W. Fieguth, David A. Clausi

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A structure-guided conditional sampling model for video resolution enhancement.

Ying Liu, Alexander Wong, Paul W. Fieguth

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Combining sorted random features for texture classification.

Li Liu, Paul W. Fieguth, Gangyao Kuang

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Tensor vector field based active contours.

Abhishek Kumar, Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Maneuvering Head Motion Tracking by Coarse-to-Fine Particle Filter.

Yun-Qian Miao, Paul W. Fieguth, Mohamed S. Kamel

Proceedings of the Image Analysis and Recognition - 8th International Conference, 2011

Sorted Random Projections for robust texture classification.

Li Liu, Paul W. Fieguth, Gangyao Kuang, Hongbin Zha

Proceedings of the IEEE International Conference on Computer Vision, 2011

From active contours to active surfaces.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Precise High Speed Multi-Target Multi-Sensor Local Positioning System.

Justin A. Eichel, David A. Clausi, Paul W. Fieguth

Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Autocalibration: Finding Infinity in a Projective Reconstruction.

Neil Cavan, Paul W. Fieguth, David A. Clausi

Proceedings of the Canadian Conference on Computer and Robot Vision, 2011

Generalized Local Binary Patterns for Texture Classification.

Liu Li, Paul W. Fieguth, Gangyao Kuang

Proceedings of the British Machine Vision Conference, 2011

2010

Quasi-random nonlinear scale space.

Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth

Pattern Recognit. Lett., 2010

CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration.

Alexander Wong, David A. Clausi, Paul W. Fieguth

Medical Image Anal., 2010

A new Bayesian source separation approach to blind decorrelation of SAR data.

Alexander Wong, Paul W. Fieguth

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Remote sensing image synthesis.

Ying Liu, Alexander Wong, Paul W. Fieguth

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010

Model-based tracking: Temporal conditional random fields.

M. J. Shafiee, Zohreh Azimifar, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2010

Image synthesis using Conditional Random Fields.

Ehsan Ahmadi, Zohreh Azimifar, Paul W. Fieguth, Sh. Ayatollahi

Proceedings of the International Conference on Image Processing, 2010

Automated 3D Reconstruction and Segmentation from Optical Coherence Tomography.

Justin A. Eichel, Kostadinka K. Bizheva, David A. Clausi, Paul W. Fieguth

Proceedings of the Computer Vision, 2010

Organ Recognition Using Gabor Filters.

Shiva Zaboli, Arash Tabibiazar, Paul W. Fieguth

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Mammogram Image Superresolution Based on Statistical Moment Analysis.

Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments.

Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

A Bayesian Information Flow Approach to Image Segmentation.

Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Decoupled Active Surface for Volumetric Image Segmentation.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the Canadian Conference on Computer and Robot Vision, 2010

Texture CLassification Using Compressed Sensing.

Li Liu, Paul W. Fieguth

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.

Akshaya Kumar Mishra, Sepideh Hariri, Alireza A. Moayed, Kostadinka K. Bizheva, Paul W. Fieguth, David A. Clausi

Proceedings of the 23rd Canadian Conference on Electrical and Computer Engineering, 2010

Compressed Sensing for Robust Texture Classification.

Li Liu, Paul W. Fieguth, Gangyao Kuang

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging.

Alexander Wong, Akshaya Kumar Mishra, Justin Yates, Paul W. Fieguth, David A. Clausi, Jack P. Callaghan

IEEE Trans. Biomed. Eng., 2009

Fast phase-based registration of multimodal image data.

Alexander Wong, Paul W. Fieguth

Signal Process., 2009

Probabilistic estimation of Braille document parameters.

Majid Yoosefi Babadi, Behrooz Nasihatkon, Zohreh Azimifar, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2009

Hierarchical Sampling with Constraints.

Azadeh Mohebi, Ying Liu, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

A Robust Modular Wavelet Network Based Symbol Classifier.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

VizDraw: A Platform to Convert Online Hand-Drawn Graphics into Computer Graphics.

Akshaya Kumar Mishra, Justin A. Eichel, Paul W. Fieguth, David A. Clausi

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Image Resolution Enhancement with Hierarchical Hidden Fields.

Ying Liu, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009

Parallel Hidden Hierarchical Fields for Multi-scale Reconstruction.

Ying Liu, Paul W. Fieguth

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2009

SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation.

Alexander Wong, David A. Clausi, Paul W. Fieguth

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.

Alexander Wong, David A. Clausi, Paul W. Fieguth

Proceedings of the Sixth Canadian Conference on Computer and Robot Vision, 2009

A Novel Algorithm for Extraction of the Layers of the Cornea.

Justin A. Eichel, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi, Kostadinka K. Bizheva

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.

Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth

Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

An adaptive Monte Carlo approach to nonlinear image denoising.

Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Phase-adaptive image signal fusion using complex-valued wavelets.

Alexander Wong, David A. Clausi, Paul W. Fieguth

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A perceptually adaptive approach to image denoising using anisotropic non-local means.

Alexander Wong, Paul W. Fieguth, David A. Clausi

Proceedings of the International Conference on Image Processing, 2008

Background estimation for microscopic cellular images.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2008

Statistical fusion and sampling of scientific images.

Azadeh Mohebi, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2008

Robust snake convergence based on dynamic programming.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the International Conference on Image Processing, 2008

Correlated non-linear wavelet shrinkage.

Mehdi Amiri, Zohreh Azimifar, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2008

Accurate Boundary Localization using Dynamic Programming on Snakes.

Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi

Proceedings of the Fifth Canadian Conference on Computer and Robot Vision, 2008

2007

Extended-Hungarian-JPDA: Exact Single-Frame Stem Cell Tracking.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth

IEEE Trans. Biomed. Eng., 2007

Toward an Optimal Solution for Multitarget Tracking.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth

Proceedings of the International Conference on Image Processing, 2007

Constrained Sampling Using Simulated Annealing.

Azadeh Mohebi, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007

A probabilistic shading invariant color distance measure.

Slawo Wesolkowski, Paul W. Fieguth

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Morphological segmentation and classification of underground pipe images.

Sunil K. Sinha, Paul W. Fieguth

Mach. Vis. Appl., 2006

Probabilistic Model-Based Cell Tracking.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth, John Ramunas, Eric Jervis

Int. J. Biomed. Imaging, 2006

Wavelet Video Denoising with Regularized Multiresolution Motion Estimation.

Fu Jin, Paul W. Fieguth, Lowell L. Winger

EURASIP J. Adv. Signal Process., 2006

A Combined Bayesshrinkwavelet-Ridgelet Technique for Image Denoising.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth

Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Posterior Sampling of Scientific Images.

Azadeh Mohebi, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Frozen-State Hierarchical Annealing.

Wesley R. Campaigne, Paul W. Fieguth, Simon K. Alexander

Proceedings of the Image Analysis and Recognition, Third International Conference, 2006

Hierarchical Region Mean-Based Image Segmentation.

Slawo Wesolkowski, Paul W. Fieguth

Proceedings of the Third Canadian Conference on Computer and Robot Vision (CRV 2006), 2006

2005

Statistical processing of large image sequences.

Fakhry M. Khellah, Paul W. Fieguth, M. J. Murray, M. Allen

IEEE Trans. Image Process., 2005

Forest structure optimization using evolutionary programming and landscape ecology metrics.

Henry David Venema, Paul H. Calamai, Paul W. Fieguth

Eur. J. Oper. Res., 2005

A probabilistic living cell segmentation model.

Nezamoddin Nezamoddini-Kachouie, Leo J. Lee, Paul W. Fieguth

Proceedings of the 2005 International Conference on Image Processing, 2005

Correlated wavelet shrinkage: models of local random fields across multiple resolutions.

Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan

Proceedings of the 2005 International Conference on Image Processing, 2005

A Model-Based Hematopoietic Stem Cell Tracker.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth, John Ramunas, Eric Jervis

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.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

Image Denoising Using Complex Wavelets and Markov Prior Models.

Fu Jin, Paul W. Fieguth, Lowell L. Winger

Proceedings of the Image Analysis and Recognition, Second International Conference, 2005

2004

Hierarchical Regions for Image Segmentation.

Slawo Wesolkowski, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition: International Conference, 2004

A New Gabor Filter Based Kernel for Texture Classification with SVM.

Mahdi Sabri, Paul W. Fieguth

Proceedings of the Image Analysis and Recognition: International Conference, 2004

BayesShrink Ridgelets for Image Denoising.

Nezamoddin Nezamoddini-Kachouie, Paul W. Fieguth, Ed Jernigan

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Motion-Compensated Wavelet Video Denoising.

Fu Jin, Paul W. Fieguth, Lowell L. Winger

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Hierarchical MCMC Sampling.

Paul W. Fieguth

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Textures and Wavelet-Domain Joint Statistics.

Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Parameterized Hierarchical Annealing for Scientific Models.

Simon K. Alexander, Paul W. Fieguth, Edward R. Vrscay

Proceedings of the Image Analysis and Recognition: International Conference, 2004

Robust Shape Retrieval Using Maximum Likelihood Theory.

Naif Alajlan, Paul W. Fieguth, Mohamed Kamel

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].

Leo J. Lee, Hagai Attias, Li Deng, Paul W. Fieguth

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Phase-based methods for Fourier shape matching.

Paul W. Fieguth, Paul Bloore, Adrian Domsa

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Hierarchical annealing for scientific models.

Simon K. Alexander, Paul W. Fieguth, Edward R. Vrscay

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Mapping and pseudoinverse algorithms for ocean data assimilation.

Paul W. Fieguth, Dimitris Menemenlis, Ichiro Fukumori

IEEE Trans. Geosci. Remote. Sens., 2003

A probabilistic framework for image segmentation.

Slawo Wesolkowski, Paul W. Fieguth

Proceedings of the 2003 International Conference on Image Processing, 2003

Adaptive Wiener filtering of noisy images and image sequences.

Fu Jin, Paul W. Fieguth, Lowell L. Winger, Ed Jernigan

Proceedings of the 2003 International Conference on Image Processing, 2003

Parametric contour estimation by simulated annealing.

Michael Jamieson, Paul W. Fieguth, Leo J. Lee

Proceedings of the 2003 International Conference on Image Processing, 2003

Hierarchical posterior sampling for images and random fields.

Paul W. Fieguth

Proceedings of the 2003 International Conference on Image Processing, 2003

Hierarchical Annealing for Random Image Synthesis.

Simon K. Alexander, Paul W. Fieguth, Edward R. Vrscay

Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2003

2002

Hierarchical network flow phase unwrapping.

Gabriel F. Carballo, Paul W. Fieguth

IEEE Trans. Geosci. Remote. Sens., 2002

Hierarchical Multiscale Modeling of Wavelet-Based Correlations.

Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan

Proceedings of the Structural, 2002

Data fusion of SSM/I channels using multiresolution wavelet transform.

V. K. Mehta, C. M. Hammock, Paul W. Fieguth, H. Krim

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Efficient interpolation of large image sequences.

Fakhry M. Khellah, Paul W. Fieguth

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Mapping and pseudo-inverse algorithms for data assimilation.

Paul W. Fieguth, Dimitris Menemenlis, Ichiro Fukumori

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2002

Adaptive color image segmentation using Markov random fields.

Slawo Wesolkowski, Paul W. Fieguth

Proceedings of the 2002 International Conference on Image Processing, 2002

Towards random field modeling of wavelet statistics.

Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Multiply-rooted multiscale models for large-scale estimation.

Paul W. Fieguth

IEEE Trans. Image Process., 2001

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

Terrence T. Ho, Paul W. Fieguth, Alan S. Willsky

Autom., 2001

Wavelet shrinkage with correlated wavelet coefficients.

Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan

Proceedings of the 2001 International Conference on Image Processing, 2001

A functional articulatory dynamic model for speech production.

Leo J. Lee, Paul W. Fieguth, Li Deng

Proceedings of the IEEE International Conference on Acoustics, 2001

Highlight and Shading Invariant Color Image Segmentation Using Simulated Annealing.

Paul W. Fieguth, Slawo Wesolkowski

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.

Michael K. Schneider, Paul W. Fieguth, William Clement Karl, Alan S. Willsky

IEEE Trans. Image Process., 2000

Probabilistic cost functions for network flow phase unwrapping.

Gabriel F. Carballo, Paul W. Fieguth

IEEE Trans. Geosci. Remote. Sens., 2000

Incremental Shape Reconstruction Using Stereo Image Sequences.

Tai Jing Moyung, Paul W. Fieguth

Proceedings of the 2000 International Conference on Image Processing, 2000

Fast Retrieval Methods for Images with Significant Variations.

Paul W. Fieguth, Riyin Wan

Proceedings of the 2000 International Conference on Image Processing, 2000

Analysis of Corneal Images for Assessing Contact Lens Trauma.

Janine Cullen, Paul W. Fieguth, Shane Pounder, Kim Whitear

Proceedings of the 2000 International Conference on Image Processing, 2000

1999

Recursive Multiscale Estimation of Space-Time Random Fields.

Terrence T. Ho, Paul W. Fieguth, Alan S. Willsky

Proceedings of the 1999 International Conference on Image Processing, 1999

Automated Analysis and Detection of Cracks in Underground Scanned Pipes.

Paul W. Fieguth, Sunil K. Sinha

Proceedings of the 1999 International Conference on Image Processing, 1999

Foveated Multiscale Models for Large-Scale Estimation.

Paul W. Fieguth

Proceedings of the 1999 International Conference on Image Processing, 1999

Speech enhancement using voice source models.

Anisa Yasmin, Paul W. Fieguth, Li Deng

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Vision-Based Speaker Detection Using Bayesian Networks.

James M. Rehg, Kevin P. Murphy, Paul W. Fieguth

Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998

Efficient Multiresolution Counterparts to Variational Methods for Surface Reconstruction.

Paul W. Fieguth, William Clement Karl, Alan S. Willsky

Comput. Vis. Image Underst., 1998

Computationally Efficient Multiscale Estimation of Large-Scale Dynamic Systems.

Terrence T. Ho, Paul W. Fieguth, Alan S. Willsky

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

Multipole-Motivated Reduced-State Estimation.

Paul W. Fieguth

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

An overlapping tree approach to multiscale stochastic modeling and estimation.

William W. Irving, Paul W. Fieguth, Alan S. Willsky

IEEE Trans. Image Process., 1997

Color-Based Tracking of Heads and Other Mobile Objects at Video Frame Rates.

Paul W. Fieguth, Demetri Terzopoulos

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

Fractal estimation using models on multiscale trees.

Paul W. Fieguth, Alan S. Willsky

IEEE Trans. Signal Process., 1996

A general multiresolution approach to the estimation of dense fields in remote sensing.

Paul W. Fieguth, Alan S. Willsky, Dimitris Menemenlis, Carl Wunsch

Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

Multiscale methods for the segmentation of images.

Michael K. Schneider, Paul W. Fieguth, William Clement Karl, Alan S. Willsky

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

Multiresolution stochastic models for the efficient solution of large-scale space-time estimation problems.

Terrence T. Ho, Paul W. Fieguth, Alan S. Willsky

Proceedings of the 1996 IEEE International Conference on Acoustics, 1996

1995

Application of multiscale estimation to large scale multidimensional imaging and remote sensing problems.

Paul W. Fieguth

PhD thesis, 1995

Multiresolution optimal interpolation and statistical analysis of TOPEX/POSEIDON satellite altimetry.

Paul W. Fieguth, William Clement Karl, Alan S. Willsky, Carl Wunsch

IEEE Trans. Geosci. Remote. Sens., 1995

Multiresolution model development for overlapping trees via canonical correlation analysis.

Paul W. Fieguth, William W. Irving, Alan S. Willsky

Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995

Multiresolution statistical analysis and assimilation of large ocean data sets.

Paul W. Fieguth, William Clement Karl, Alan S. Willsky

Proceedings of the 1995 International Conference on Acoustics, 1995

1994

Multiresolution Stochastic Imaging of Satellite Oceanographic Altimetric Data.

Paul W. Fieguth, Alan S. Willsky, William Clement Karl

Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994