Faculty

Institution

Unit

Venue

Samson Cheung

Professor IEEE Fellow

University of Kentucky

Affiliations

Stanley and Karen Pigman College of Engineering

Electrical & Computer Engineering

Samson Cheung is currently serving as an Electrical & Computer Engineering Professor IEEE Fellow at University of Kentucky.

Honors

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Experiences

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Education

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Samson Cheung

University of Kentucky

Professor IEEE Fellow

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computer science computer vision machine learning pattern recognition information security technology computer security deep learning communication image analysis machine vision privacy protection systems engineering digital image processing data security video surveillance data privacy image communication 3d computer vision background subtraction motion analysis 3d vision semi-supervised learning image segmentation differential privacy computational imaging wireless communications medical image computing information technology information management video processing data hiding sensor optimization sensor design human pose estimation digital interventions camera network multimedia computing information forensics human-computer interaction distance education communication security information fusion multimedia information processing video manipulation object tracking streaming algorithms sensor technology inpainting privacy management information privacy multimedia security augmented reality digital learning medical image analysis interactive multimedia urban traffic video rgb-d camera networks visual tagging human segmentation privacy information management anonymous subject identification visual bubble optical engineering scene analysis sensor signal processing audio signal processing statistical signal processing robust techniques robust background subtraction foreground validation temporal contexts attention mechanism human pose reconstruction video surveillance system structured-light rgb-d cameras autism neurodiversity data science multimedia technology syndromic autism

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition. IEEE Transactions on Image Processing (2025)

Fanfu XueJiande SunYaqi XueQiang WuLei ZhuXiaojun ChangSen-ching Cheung

text recognitionscene text recognitioncross-domain supervision signalscomputer sciencemachine learningattention guidancecomputer vision

DPGEM: Differentially Private Generative Model With Exponential Mechanism. (2024)

Usman HassanJiangyue ZhuDongjie ChenSen-Ching Samson Cheung

differential privacycomputer scienceprivate generative modelexponential mechanismgenerative models

Fungal Chitin is Not an Independent Mediator of Allergic Fungal Asthma Severity. AJP Lung Cellular and Molecular Physiology (2024)

Diandra A. EllisMaryJane JonesHubertine M. E. WillemsSuki CheungMgayya MakullahVishukumar AimaniandaChad Steele

liver physiologyveterinary medicinedermatologyfungal chitinfungal physiologyimmunologymembrane biologyrespiratory medicinephysiologyasthmamolecular physiology

How Cy Pres Promotes Transdisciplinary Convergence Science: An Academic Health Center for Women’s Cardiovascular and Brain Health. Journal of Clinical and Translational Science (2024)

Amparo VillablancaBrittany N. DuggerSaivageethi NuthikattuJoohi ChauhanSamson CheungChen-Nee ChuahSiedah L. GarrisonDragan MilenkovicJennifer E. NormanLuca Cerny OliveiraBridgette P. SmithSusan D. Brown

translational medicinewomen's studieshealth policytransdisciplinary convergence sciencewomen's healthacademic health centerpublic healthhealth sciences

Localizing Moments of Actions in Untrimmed Videos of Infants With Autism Spectrum Disorder. 2022 IEEE International Conference on Image Processing (ICIP) (2024)

Halil Ismail HelvaciChen-Nee ChuahSally OzonoffSen-Ching Samson Cheung

pattern recognitionvideo understandingaction patternvideo content analysismachine learningdata scienceuntrimmed videosimage analysisactivity recognitionautism spectrum disordervideo interpretationcomputer visionchild developmentscreen medium

Semi-Path: An Interactive Semi-Supervised Learning Framework for Gigapixel Pathology Image Analysis. Smart Health (2024)

Zhengfeng LaiJoohi ChauhanDongjie ChenBrittany N. DuggerSen-Ching CheungChen-Nee Chuah

semi-supervised learningsmart healthmachine learningdata scienceimage analysisdeep learningpathology

DPGOMI: Differentially Private Data Publishing With Gaussian Optimized Model Inversion. (2023)

Dongjie ChenSen-ching S. CheungChen-Nee Chuah

model inversiondata publishingdifferential privacymachine learningdata sciencedata privacy

He-Gan: Differentially Private Gan Using Hamiltonian Monte Carlo Based Exponential Mechanism. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2023)

Usman HassanDongjie ChenSen-Ching S. CheungChen-Nee Chuah

applied mathematicsdifferential privacyhamiltonian monte carloexponential mechanismneural computationaluminum gallium nitride

BRAINSEC: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis. IEEE Access (2022)

Zhengfeng LaiLuca Cerny OliveiraRunlin GuoWenda XuZin HuKelsey MifflinCharles DecarliSen-Ching CheungChen-Nee ChuahBrittany N. Dugger

image segmentationneuropathologydeep learningneuroscience

SAR: Self-Adaptive Refinement on Pseudo Labels for Multiclass-Imbalanced Semi-Supervised Learning. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2022)

Zhengfeng LaiChao WangSen-ching CheungChen-Nee Chuah

pattern recognitionsemi-supervised learningcomputer sciencesupervised learningmachine learningself-adaptive refinementmulticlass-imbalanced semi-supervised learningpseudo labelscomputer vision

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Samson Cheung

Professor IEEE Fellow

University of Kentucky

Affiliations

Stanley and Karen Pigman College of Engineering

Electrical & Computer Engineering

Samson Cheung is currently serving as an Electrical & Computer Engineering Professor IEEE Fellow at University of Kentucky.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Samson Cheung

University of Kentucky

Professor IEEE Fellow

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Attention Guidance by Cross-Domain Supervision Signals for Scene Text Recognition. IEEE Transactions on Image Processing (2025)

Fanfu XueJiande SunYaqi XueQiang WuLei ZhuXiaojun ChangSen-ching Cheung

text recognitionscene text recognitioncross-domain supervision signalscomputer sciencemachine learningattention guidancecomputer vision

DPGEM: Differentially Private Generative Model With Exponential Mechanism. (2024)

Usman HassanJiangyue ZhuDongjie ChenSen-Ching Samson Cheung

differential privacycomputer scienceprivate generative modelexponential mechanismgenerative models

Fungal Chitin is Not an Independent Mediator of Allergic Fungal Asthma Severity. AJP Lung Cellular and Molecular Physiology (2024)

Diandra A. EllisMaryJane JonesHubertine M. E. WillemsSuki CheungMgayya MakullahVishukumar AimaniandaChad Steele

liver physiologyveterinary medicinedermatologyfungal chitinfungal physiologyimmunologymembrane biologyrespiratory medicinephysiologyasthmamolecular physiology

How Cy Pres Promotes Transdisciplinary Convergence Science: An Academic Health Center for Women’s Cardiovascular and Brain Health. Journal of Clinical and Translational Science (2024)

translational medicinewomen's studieshealth policytransdisciplinary convergence sciencewomen's healthacademic health centerpublic healthhealth sciences

Localizing Moments of Actions in Untrimmed Videos of Infants With Autism Spectrum Disorder. 2022 IEEE International Conference on Image Processing (ICIP) (2024)

Halil Ismail HelvaciChen-Nee ChuahSally OzonoffSen-Ching Samson Cheung

Semi-Path: An Interactive Semi-Supervised Learning Framework for Gigapixel Pathology Image Analysis. Smart Health (2024)

Zhengfeng LaiJoohi ChauhanDongjie ChenBrittany N. DuggerSen-Ching CheungChen-Nee Chuah

semi-supervised learningsmart healthmachine learningdata scienceimage analysisdeep learningpathology

DPGOMI: Differentially Private Data Publishing With Gaussian Optimized Model Inversion. (2023)

Dongjie ChenSen-ching S. CheungChen-Nee Chuah

model inversiondata publishingdifferential privacymachine learningdata sciencedata privacy

Usman HassanDongjie ChenSen-Ching S. CheungChen-Nee Chuah

applied mathematicsdifferential privacyhamiltonian monte carloexponential mechanismneural computationaluminum gallium nitride

BRAINSEC: Automated Brain Tissue Segmentation Pipeline for Scalable Neuropathological Analysis. IEEE Access (2022)

Zhengfeng LaiLuca Cerny OliveiraRunlin GuoWenda XuZin HuKelsey MifflinCharles DecarliSen-Ching CheungChen-Nee ChuahBrittany N. Dugger

image segmentationneuropathologydeep learningneuroscience

SAR: Self-Adaptive Refinement on Pseudo Labels for Multiclass-Imbalanced Semi-Supervised Learning. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2022)

Zhengfeng LaiChao WangSen-ching CheungChen-Nee Chuah

pattern recognitionsemi-supervised learningcomputer sciencesupervised learningmachine learningself-adaptive refinementmulticlass-imbalanced semi-supervised learningpseudo labelscomputer vision

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Similar Faculty Members

Ali Akansu

Institution

New Jersey Institute of Technology

information technology

signal detection

Senem Velipasalar

Institution

Syracuse University

camera network

mobile computing

Balakrishnan Prabhakaran

Institution

University of Texas at Dallas

health-care data analytics

content protection

Amit Roy-Chowdhury

Institution

University of California, Riverside

applications of cv/ml

robot autonomy

Khoa Luu

Institution

University of Arkansas

multifactor analysis

biometrics

Fillia Makedon

Institution

University of Texas at Arlington

computing environment

memetic computing

Sudeep Sarkar

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University of South Florida

pattern recognition

predictive learning

Huaping Liu

Institution

Oregon State University

mimo systems

adaptive modulation

Nathan Jacobs

Institution

Washington University in St. Louis

image classification

data science

Nasser M. Nasrabadi

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pattern recognition

feature extraction