Faculty profile

Paul Fieguth

ResearcherSystems Design EngineeringUniversity of Waterloo

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a University of Waterloo directory, so their courses may be missing. Find their university profile.

Paul Fieguth

Researcher

Systems Design Engineering

Engineering

University of Waterloo

Waterloo, Ontario, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
6 publications in the last five years, latest in 2025.
Senior (last) author on 1 recent paper, a sign of leading a research group.
Principal investigator on 13 research grants (13 NSERC), most recently in 2023.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

Academic metrics

Publications

Collaborators

Grants

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

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Signals and details

Research

Compact and Efficient Learning Complex Systems Interpretability of Machine Learning Machine Learning, Deep Learning Spatial Statistics, Scale 3D Geometry Camera Calibration Data Projection

Latest papers

Challenges for Predictive Modeling With Neural Network Techniques Using Error-Prone Dietary Intake Data.
Statistics in medicine · 2025
Multi-channel feature extraction for virtual histological staining of photon absorption remote sensing images.
Scientific reports · 2024
Virtual histological staining of label-free total absorption photoacoustic remote sensing (TA-PARS).
Scientific reports · 2022

All 23 publications

Latest funding

Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Powder Bed Fusion and Binder Jet AM Processes
NSERC · 2024 · Co-investigator
$372,852
Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Directed Energy Deposition Processes
NSERC · 2023 · Co-investigator
$1,215,035
Next Generation of Surgical Microscopes for Real-time Virtual Histopathology
NSERC · 2023 · Co-investigator
$200,000

All 23 grants and awards

23 publications.

Challenges for Predictive Modeling With Neural Network Techniques Using Error-Prone Dietary Intake Data.

Spicker D, Nazemi A, Hutchinson J, Fieguth P, Kirkpatrick S, Wallace M, Dodd KW

Statistics in medicine2025

DOI: 10.1002/sim.70013 PMID: 39921576

Multi-channel feature extraction for virtual histological staining of photon absorption remote sensing images.

Boktor M, Tweel JED, Ecclestone BR, Ye JA, Fieguth P, Haji Reza P

Scientific reports2024

DOI: 10.1038/s41598-024-52588-1 PMID: 38263394

Virtual histological staining of label-free total absorption photoacoustic remote sensing (TA-PARS).

Boktor M, Ecclestone BR, Pekar V, Dinakaran D, Mackey JR, Fieguth P, Haji Reza P

Scientific reports2022

DOI: 10.1038/s41598-022-14042-y PMID: 35717539

Deep learning methods for inverse problems.

Kamyab S, Azimifar Z, Sabzi R, Fieguth P

PeerJ. Computer science2022Senior author

DOI: 10.7717/peerj-cs.951 PMID: 35634121

Author Correction: In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy.

Hosseinaee Z, Pellegrino N, Abbasi N, Amiri T, Simmons JAT, Fieguth P, Haji Reza P

Scientific reports2022

DOI: 10.1038/s41598-022-09412-5 PMID: 35351976

In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy.

Hosseinaee Z, Pellegrino N, Abbasi N, Amiri T, Simmons JAT, Fieguth P, Haji Reza P

Scientific reports2022

DOI: 10.1038/s41598-022-08508-2 PMID: 35296738

Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy.

Ecclestone BR, Bell K, Abbasi S, Dinakaran D, van Landeghem FKH, Mackey JR, Fieguth P, Haji Reza P

Scientific reports2020

DOI: 10.1038/s41598-020-74160-3 PMID: 33057037

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

Wong A, Liu C, Wang XY, Fieguth P, Bie H

BMC medical imaging2015

DOI: 10.1186/s12880-015-0052-5 PMID: 25885895

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

Liu C, Wong A, Fieguth P, Bizheva K, Bie H

BMC medical imaging2014

DOI: 10.1186/1471-2342-14-37 PMID: 25319186

Robust spectral clustering using statistical sub-graph affinity model.

Eichel JA, Wong A, Fieguth P, Clausi DA

PloS one2013

DOI: 10.1371/journal.pone.0082722 PMID: 24386111

Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Powder Bed Fusion and Binder Jet AM Processes

Co-investigatorNSERC2024Alliance Grants

Principal investigators: Toyserkani, Ehsan E

Keywords: additive manufacturing; binder jetting; control; design for additive manufacturing; in-situ monitoring; metal 3d printing; modeling and simulation; powder bed fusion; quality assurance

$372,852

Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Directed Energy Deposition Processes

Co-investigatorNSERC2023Alliance Grants

Principal investigators: Toyserkani, Ehsan E

Keywords: additive manufacturing; design for additive manufacturing; directed energy deposition (ded); electron-beam ded; in-situ monitoring; laser ded; metal 3d printing; modeling and simulation; quality assurance

$1,215,035

Next Generation of Surgical Microscopes for Real-time Virtual Histopathology

Co-investigatorNSERC2023Discovery Horizons

Principal investigators: Haji Reza, Parsin

Keywords: optics; biomedical optics; cancer imaging; histology; biology; artificial intelligence; image processing software; machine learning; histogram matching

$200,000

High-Resolution Projector-Camera and LED-Wall Display Calibration

Principal investigatorNSERC2023Alliance Grants

Principal investigators: Fieguth, Paul PW

Keywords: 3d geometry; camera calibration; data projection; imaging; projector-camera systems

$80,000

Traffic safety margin inference via machine learning for 3D spatial modeling

Principal investigatorNSERC2022Alliance Grants

Principal investigators: Fieguth, Paul PW

$30,000

External visual observers for understanding manufacturing operations & predicting faults

Co-investigatorNSERC2022Alliance Grants

Principal investigators: Zelek, John S

Keywords: action recognition; anomalies; artificial intelligence; computer vision; manufacturing; motion understanding; object recognition; quality control; time series; video processing

$50,000

BIOSCAN: Tracing the Patterns of Life on a Changing Planet

Co-investigatorSSHRC2020New Frontiers in Research Fund - Transformation

Principal investigators: Hebert, Paul

$8,000,000

Resilience, Interpretability, and Scale in Large Complex Systems

Principal investigatorNSERC2020Discovery Grants Program - Individual

Principal investigators: Fieguth, Paul

Keywords: machine learning, deep learning; spatial statistics, scale; interpretability of machine learning; compact and efficient learning; complex systems

$165,000

BIOSCAN: Tracing the Patterns of Life on a Changing Planet

Co-investigatorSSHRC2020New Frontiers in Research Fund - Transformation

Principal investigators: Hebert, Paul

Keywords: Global change biology Ecological & environmental policy Machine learning Metagenomics Systematics & taxonomy Biodiversity genomics Data Science Environmental management Environmental law Conservation Evolution Statistical ecology Environmental economics Ecosystem Sustainability

$8,000,000

Unsupervised Machine Learning for Visual Relation Detection

Principal investigatorNSERC2019Alliance Grants

Principal investigators: Fieguth, Paul PW

Keywords: Computer vision; Deep learning; Machine learning; Object segmentation; Video analysis; Visual relations

$303,338

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Paul Fieguth

Research

Latest papers

Latest funding

Challenges for Predictive Modeling With Neural Network Techniques Using Error-Prone Dietary Intake Data.

Multi-channel feature extraction for virtual histological staining of photon absorption remote sensing images.

Virtual histological staining of label-free total absorption photoacoustic remote sensing (TA-PARS).

Deep learning methods for inverse problems.

Author Correction: In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy.

In-vivo functional and structural retinal imaging using multiwavelength photoacoustic remote sensing microscopy.

Improving maximal safe brain tumor resection with photoacoustic remote sensing microscopy.

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

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

Robust spectral clustering using statistical sub-graph affinity model.

Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Powder Bed Fusion and Binder Jet AM Processes

Holistic Innovation in Additive Manufacturing 2.0 (HI-AM 2.0): Capitalizing on Prior Achievements and Exploring New Frontiers in Directed Energy Deposition Processes

Next Generation of Surgical Microscopes for Real-time Virtual Histopathology

High-Resolution Projector-Camera and LED-Wall Display Calibration

Traffic safety margin inference via machine learning for 3D spatial modeling

External visual observers for understanding manufacturing operations & predicting faults

BIOSCAN: Tracing the Patterns of Life on a Changing Planet

Resilience, Interpretability, and Scale in Large Complex Systems

BIOSCAN: Tracing the Patterns of Life on a Changing Planet

Unsupervised Machine Learning for Visual Relation Detection

Frequent collaborators

Alexander Wong

Parsin Haji Reza

David Clausi

Kostadinka Bizheva

Sharon Kirkpatrick

Michael Wallace

otman basir