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Paul W. Fieguth
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Publications
- 2021
[j53]Mohammad Javad Shafiee
, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth
, Alexander Wong
:
Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement. IEEE Signal Process. Mag. 38(1): 22-30 (2021)- 2020
[i16]Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong:
Deep Neural Network Perception Models and Robust Autonomous Driving Systems. CoRR abs/2003.08756 (2020)- 2019
[c138]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Assessing Architectural Similarity in Populations of Deep Neural Networks. CVPR Workshops 2019: 496-498
[c137]Xiaodan Hu, Mohamed A. Naiel, Alexander Wong, Mark Lamm, Paul W. Fieguth:
RUNet: A Robust UNet Architecture for Image Super-Resolution. CVPR Workshops 2019: 505-507
[i13]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Assessing Architectural Similarity in Populations of Deep Neural Networks. CoRR abs/1904.09879 (2019)- 2018
[j48]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Real-Time Embedded Motion Detection via Neural Response Mixture Modeling. J. Signal Process. Syst. 90(6): 931-946 (2018)
[c134]Andrew Hryniowski, Ibrahim Ben Daya, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul W. Fieguth:
Multi-projector Resolution Enhancement Through Biased Interpolation. CRV 2018: 190-197
[c133]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CRV 2018: 368-374
[i10]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CoRR abs/1802.03318 (2018)
[i7]Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks. CoRR abs/1811.05817 (2018)
[i6]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1811.07966 (2018)- 2017
[j47]Mohammad Javad Shafiee
, Alexander Wong
, Paul W. Fieguth:
Deep Randomly-Connected Conditional Random Fields For Image Segmentation. IEEE Access 5: 366-378 (2017)
[c130]Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong:
The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis. ICCV Workshops 2017: 1220-1227
[i5]Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong:
The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. CoRR abs/1709.02043 (2017)- 2016
[j44]Chenyi Liu, Alexander Wong, Alireza A. Moayed, Paul W. Fieguth, Hongxia Bie, Kostadinka K. Bizheva:
Automatic tracking of pupillary dynamics from in vivo functional optical coherence tomography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(5): 306-316 (2016)
[j40]Mohammad Javad Shafiee
, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: A Neural Response Divergence Approach to Visual Saliency Detection. IEEE Signal Process. Lett. 23(10): 1404-1408 (2016)
[c128]Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Robust Non-saliency Guided Watermarking. CRV 2016: 32-36
[c127]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Embedded Motion Detection via Neural Response Mixture Background Modeling. CVPR Workshops 2016: 837-844
[c126]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Efficient Deep Feature Learning and Extraction via StochasticNets. CVPR Workshops 2016: 1101-1109
[i4]M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR abs/1602.01728 (2016)- 2015
[j37]Alexander Wong, Chenyi Liu, Xiao Wang, Paul W. Fieguth, Hongxia Bie:
Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements. BMC Medical Imaging 15: 10 (2015)
[j35]Mohammad Javad Shafiee, Shahid A. Haider, Alexander Wong, Dorothy Lui, Andrew Cameron, Ameen Modhafar, Paul W. Fieguth, Masoom A. Haider:
Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields. IEEE Trans. Medical Imaging 34(5): 1111-1124 (2015)
[c117]Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth:
Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields. ICIP 2015: 3260-3264
[c115]Elnaz Barshan, Paul W. Fieguth, Alexander Wong:
Scalable multi-neighborhood learning for convolutional networks. MLSP 2015: 1-6
[i3]Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth:
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields. CoRR abs/1506.09110 (2015)
[i2]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Efficient Deep Feature Learning and Extraction via StochasticNets. CoRR abs/1512.03844 (2015)
[i1]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Domain Adaptation and Transfer Learning in StochasticNets. CoRR abs/1512.05844 (2015)- 2014
[j34]Chenyi Liu, Alexander Wong, Paul W. Fieguth, Kostadinka K. Bizheva, Hongxia Bie:
Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions. BMC Medical Imaging 14: 37 (2014)
[c107]M. J. Shafiee, Alexander Wong, Parthipan Siva, Paul W. Fieguth:
Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques. ICIP 2014: 4289-4293
[c106]Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth:
Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP 2014: 4294-4298- 2013
[j32]Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
Sparse Reconstruction of Breast MRI Using Homotopic L0 Minimization in a Regional Sparsified Domain. IEEE Trans. Biomed. Eng. 60(3): 743-752 (2013)- 2012
[c103]Aanchal Jain, Alexander Wong, Paul W. Fieguth:
Saliency detection via statistical non-redundancy. ICIP 2012: 1073-1076
[c102]Abhishek Kumar, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Multi-scale tensor vector field active contour. ICIP 2012: 2557-2560- 2011
[j25]Wen Zhang, Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional. IEEE Geosci. Remote. Sens. Lett. 8(5): 997-1001 (2011)
[j23]Alexander Wong, Akshaya Kumar Mishra, Wen Zhang, Paul W. Fieguth, David A. Clausi:
Stochastic image denoising based on Markov-chain Monte Carlo sampling. Signal Process. 91(8): 2112-2120 (2011)
[j22]Ying Liu, Alexander Wong, Paul W. Fieguth:
Synthesis of Remote Sensing Label Fields Using a Tree-Structured Hierarchical Model. IEEE Trans. Geosci. Remote. Sens. 49(6-1): 2060-2070 (2011)
[j21]Alexander Wong, Jacob Scharcanski
, Paul W. Fieguth:
Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging. IEEE Trans. Inf. Technol. Biomed. 15(6): 929-936 (2011)
[c90]Ying Liu, Alexander Wong, Paul W. Fieguth:
A structure-guided conditional sampling model for video resolution enhancement. ICIP 2011: 1169-1172
[c89]Akshaya Kumar Mishra, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Multi-scale 3D representation via volumetric quasi-random scale space. ICIP 2011: 2105-2108
[c88]Abhishek Kumar, Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Tensor vector field based active contours. ICIP 2011: 2833-2836
[c87]Angus Leigh, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance. ISM 2011: 97-104
[c86]M. J. Shafiee, Zohreh Azimifar, Alexander Wong, Paul W. Fieguth:
A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields. ISM 2011: 228-232- 2010
[j20]Alexander Wong, David A. Clausi, Paul W. Fieguth:
CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration. Medical Image Anal. 14(1): 50-57 (2010)
[j19]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Quasi-random nonlinear scale space. Pattern Recognit. Lett. 31(13): 1850-1859 (2010)
[c83]Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments. CRV 2010: 25-31
[c79]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
A Bayesian Information Flow Approach to Image Segmentation. CRV 2010: 301-308
[c78]Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Mammogram Image Superresolution Based on Statistical Moment Analysis. CRV 2010: 339-346
[c74]Ying Liu, Alexander Wong, Paul W. Fieguth:
Remote sensing image synthesis. IGARSS 2010: 2467-2470
[c73]Alexander Wong, Paul W. Fieguth:
A new Bayesian source separation approach to blind decorrelation of SAR data. IGARSS 2010: 4035-4038- 2009
[j18]Alexander Wong, Paul W. Fieguth:
Fast phase-based registration of multimodal image data. Signal Process. 89(5): 724-737 (2009)
[j17]Alexander Wong, Akshaya Kumar Mishra, Justin Yates, Paul W. Fieguth, David A. Clausi, Jack P. Callaghan
:
Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging. IEEE Trans. Biomed. Eng. 56(11): 2748-2751 (2009)
[c72]Alexander Wong, David A. Clausi, Paul W. Fieguth:
Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement. CRV 2009: 108-115
[c71]Alexander Wong, David A. Clausi, Paul W. Fieguth:
SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation. CRV 2009: 299-305- 2008
[c62]Alexander Wong, Paul W. Fieguth, David A. Clausi:
A perceptually adaptive approach to image denoising using anisotropic non-local means. ICIP 2008: 537-540
[c57]Alexander Wong, David A. Clausi, Paul W. Fieguth:
Phase-adaptive image signal fusion using complex-valued wavelets. ICPR 2008: 1-4
[c56]Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
An adaptive Monte Carlo approach to nonlinear image denoising. ICPR 2008: 1-4
[c55]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach. ICVGIP 2008: 621-627

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