Faculty

Institution

Unit

Venue

Truong Nguyen

Distinguished Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Electrical & Computer Engineering

Truong Nguyen is currently serving as an Electrical & Computer Engineering Distinguished Professor at University of California, San Diego.

Honors

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Experiences

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Education

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Truong Nguyen

University of California, San Diego

Distinguished Professor

You can click a keyword to filter the displayed items

computer science computer vision digital signal processing signal processing digital image processing machine learning electrical engineering image analysis computational imaging machine vision pattern recognition filter bank filter design systems engineering deep learning filter (signal processing) engineering image representation biomedical imaging video processing image compression information fusion image denoising statistical signal processing motion analysis multimedia information processing 3d computer vision speech processing image restoration digital filter image coding deblurring 3d vision medical image computing video restoration image enhancement video coding format transaction processing acoustic signal processing multimedia retrieval filtering technique object detection stereoscopic processing electronics eeg signal processing super-resolution imaging multimedia signal processing computer stereo vision numerical simulations audio signal processing signal reconstruction wavelet theory frame interpolation multimedia computing machine learning research power electronics image communication stereo imaging single-image super-resolution lattice structure audio electroacoustics microwave technology motion vector processing ultrasound scans video sequences battery packs frame rate high-definition video processing support vector regression augmented lagrangian method orthogonal transform general formulation medical images motion-compensated frame interpolation simple design method fft algorithms computer-aided design 3d video technology 3d modeling geometric modeling

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Lattice-Structure-Based Trainable Orthogonal Wavelet Unit for Image Classification. IEEE Access (2024)

An D. LeShiwei JinYou-Suk BaeTruong Q. Nguyen

sparse representationscomputational imagingpattern recognitioncomputer scienceimage representationwaveletsdeep learningdigital image processingimage classificationmachine learning researchwavelet theorymachine learningmachine vision

A Learning-Free Approach to Mitigate Abnormal Deformations in Medical Image Registration. Lecture notes in computer science (2024)

Abdullah F. Al-BattalSoan T. M. DuongChanh D. Tr. NguyenSteven Q. H. TruongChien PhanTruong Q. NguyenCheolhong An

computer sciencemedical image registrationabnormal deformationsmedical imagingmachine learning

AUEDITNET: Dual-Branch Facial Action Unit Intensity Manipulation With Implicit Disentanglement. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024)

Shiwei JinZhen WangLei WangPeng LiuNing BiTruong Nguyen

pattern recognitioncomputer sciencecomputer visionemotion recognitionmachine learningfacial expression recognitionimplicit disentanglement

Board 85: Work in Progress: Asset-Driven Equitable Partnerships (Adep in Practice). (2024)

Kenneth ConnorMohamed ChouikhaJohn KellyPamela Leigh-MackBarry SullivanStephen GoodnickMiguel Velez-ReyesMichelle KleinTruong NguyenPetru AndreiShayla SawyerEsther OsosanyaDavid ZubiaMilford Muskett

engineering ethicsengineering educationproject managementstem educationequitymsi ece programscore msi membersopen collaborationresearch policyhigher educationindustrial collaborationresearch-practice partnershipsboard 85technologycommunity-engaged researcheducationaffirmative action

Cross-Instrument Optical Coherence Tomography-Angiography (Octa)-Based Prediction of Age-Related Macular Degeneration (Amd) Disease Activity Using Artificial Intelligence. Scientific Reports (2024)

Anna HeinkeHaochen ZhangKrzysztof BroniarekKatarzyna Michalska-MałeckaWyatt ElsnerCarlo Miguel B. GalangDaniel N. DeussenAlexandra WarterFritz KalawInes NagelAkshay AgnihotriNehal N. MehtaJulian Elias KlaasValerie SchmelterIgor KozakSally L. BaxterDirk-Uwe BartschLingyun ChengCheolhong AnTruong NguyenWilliam R. Freeman

optical coherence tomographyage-related macular degenerationbiomedical imagingmedical imagingmedical optical imagingdisease activityartificial intelligenceophthalmology

Efficient In-Training Adaptive Compound Loss Function Contribution Control for Medical Image Segmentation. (2024)

Abdullah F. Al-BattalSoan T. M. DuongChanh D. Tr. NguyenSteven Q. H. TruongChien PhanTruong Q. NguyenCheolhong An

image analysisbiomedical engineeringmedical image segmentationbiomedical imagingmedical imagingmachine learningmedical image computingimage sequence analysismedical image analysis

Enhanced Small Liver Lesion Detection and Segmentation Using a Size-Focused Multi-Model Approach in Ct Scans. Lecture notes in computer science (2024)

Abdullah F. Al-BattalVan Ha TangSteven Q. H. TruongTruong Q. NguyenCheolhong An

image analysiscomputational imagingcomputer sciencecomputed tomographydigital image processingcomputer visionbiomedical imagingmedical imagingscientific computingradiologymachine learningmedical image computingct scanimage reconstruction

Enhancing Lesion Detection in Liver and Kidney Ct Scans via Lesion Mask Selection From Two Models: A Main Model and a Model Focused on Small Lesions. Computers in Biology and Medicine (2024)

Abdullah F Al-BattalVan Ha TangQuang Duc TranSteven Q H TruongChien PhanTruong Q NguyenCheolhong An

computed tomographybiomedical imagingmedical imagingsmall lesionsmedical image computingradiologylesion mask selectionkidney ct scanslesion detection

Modeling Detailed Human Geometry With Adaptive Local Refinement. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2024)

Bang DuKunyao ChenHaochen ZhangFei YinBaichuan WuTruong Nguyen

geometry processingpattern recognitioncomputer sciencecomputer visionadaptive local refinementdetailed human geometry

Multi-Target and Multi-Stage Liver Lesion Segmentation and Detection in Multi-Phase Computed Tomography Scans. arXiv (Cornell University) (2024)

Al-Battal, Abdullah F.Duong, Soan T. M.Tang, Van HaTran, Quang DucTruong, Steven Q. H.Phan, ChienNguyen, Truong Q.An, Cheolhong

image analysiscomputational imagingcomputed tomographybiomedical imagingmedical imagingadvanced imagingmedical image computingradiologyabdominal imagingtomography scansimage reconstruction

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Truong Nguyen

Distinguished Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Electrical & Computer Engineering

Truong Nguyen is currently serving as an Electrical & Computer Engineering Distinguished Professor at University of California, San Diego.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Truong Nguyen

University of California, San Diego

Distinguished Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Lattice-Structure-Based Trainable Orthogonal Wavelet Unit for Image Classification. IEEE Access (2024)

An D. LeShiwei JinYou-Suk BaeTruong Q. Nguyen

A Learning-Free Approach to Mitigate Abnormal Deformations in Medical Image Registration. Lecture notes in computer science (2024)

Abdullah F. Al-BattalSoan T. M. DuongChanh D. Tr. NguyenSteven Q. H. TruongChien PhanTruong Q. NguyenCheolhong An

computer sciencemedical image registrationabnormal deformationsmedical imagingmachine learning

AUEDITNET: Dual-Branch Facial Action Unit Intensity Manipulation With Implicit Disentanglement. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2024)

Shiwei JinZhen WangLei WangPeng LiuNing BiTruong Nguyen

pattern recognitioncomputer sciencecomputer visionemotion recognitionmachine learningfacial expression recognitionimplicit disentanglement

Board 85: Work in Progress: Asset-Driven Equitable Partnerships (Adep in Practice). (2024)

Kenneth ConnorMohamed ChouikhaJohn KellyPamela Leigh-MackBarry SullivanStephen GoodnickMiguel Velez-ReyesMichelle KleinTruong NguyenPetru AndreiShayla SawyerEsther OsosanyaDavid ZubiaMilford Muskett

Cross-Instrument Optical Coherence Tomography-Angiography (Octa)-Based Prediction of Age-Related Macular Degeneration (Amd) Disease Activity Using Artificial Intelligence. Scientific Reports (2024)

optical coherence tomographyage-related macular degenerationbiomedical imagingmedical imagingmedical optical imagingdisease activityartificial intelligenceophthalmology

Efficient In-Training Adaptive Compound Loss Function Contribution Control for Medical Image Segmentation. (2024)

Abdullah F. Al-BattalSoan T. M. DuongChanh D. Tr. NguyenSteven Q. H. TruongChien PhanTruong Q. NguyenCheolhong An

image analysisbiomedical engineeringmedical image segmentationbiomedical imagingmedical imagingmachine learningmedical image computingimage sequence analysismedical image analysis

Enhanced Small Liver Lesion Detection and Segmentation Using a Size-Focused Multi-Model Approach in Ct Scans. Lecture notes in computer science (2024)

Abdullah F. Al-BattalVan Ha TangSteven Q. H. TruongTruong Q. NguyenCheolhong An

Enhancing Lesion Detection in Liver and Kidney Ct Scans via Lesion Mask Selection From Two Models: A Main Model and a Model Focused on Small Lesions. Computers in Biology and Medicine (2024)

Abdullah F Al-BattalVan Ha TangQuang Duc TranSteven Q H TruongChien PhanTruong Q NguyenCheolhong An

computed tomographybiomedical imagingmedical imagingsmall lesionsmedical image computingradiologylesion mask selectionkidney ct scanslesion detection

Modeling Detailed Human Geometry With Adaptive Local Refinement. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2024)

Bang DuKunyao ChenHaochen ZhangFei YinBaichuan WuTruong Nguyen

geometry processingpattern recognitioncomputer sciencecomputer visionadaptive local refinementdetailed human geometry

Multi-Target and Multi-Stage Liver Lesion Segmentation and Detection in Multi-Phase Computed Tomography Scans. arXiv (Cornell University) (2024)

Al-Battal, Abdullah F.Duong, Soan T. M.Tang, Van HaTran, Quang DucTruong, Steven Q. H.Phan, ChienNguyen, Truong Q.An, Cheolhong

image analysiscomputational imagingcomputed tomographybiomedical imagingmedical imagingadvanced imagingmedical image computingradiologyabdominal imagingtomography scansimage reconstruction

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