Faculty

Institution

Unit

Venue

Jim Rehg

Founder Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Industrial & Enterprise Systems Engineering

Siebel School of Computing and Data Science

Jim Rehg is currently serving as an Industrial And Enterprise Systems Engineering Founder Professor at Uiuc.

Honors

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Experiences

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Education

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Jim Rehg

UIUC

Founder Professor

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computer science computer vision machine learning data science machine vision image representation image analysis machine learning research pattern recognition deep learning robot learning multimedia modeling video understanding multimedia information processing computer graphics digital image processing eye tracking multimedia retrieval human-computer interaction cognitive science object detection visual perception visual science scene understanding object tracking health monitoring autonomous robots 3d computer vision kinesiology bayesian analysis computational intelligence vision recognition medical image computing human pose estimation activity recognition control optimization motion analysis feature learning data-driven prediction 3d pose estimation video content analysis object recognition scene modeling intelligent vehicles moving object tracking video retrieval video interpretation motion capture 3d object recognition face detection autonomous driving scene analysis robotic sensing object categorization object manipulation tracking systems model predictive control motion synthesis mobile sensing egocentric video image classification hidden markov models dynamic bayesian networks virtual rear projection motion capture data eye contact bayesian networks figure registration sound source localization object shape pose estimation scene categorization egocentric activities video segmentation egocentric camera first person video social robotics computational social science social computing social data analysis human-centered computing persuasive technology autism research behavioral sciences communication mobile health

Notable Scholarly Works

Notable Federal Grants

Collaborators

Gaze-Lle: Gaze Target Estimation via Large-Scale Learned Encoders. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Fiona RyanAjay BatiSangmin LeeDaniel BolyaJudy HoffmanJames M. Rehg

vision recognitiongaze target estimationvisual perceptioncomputer visiondeep learningvision researchmachine learning researcheye trackingmachine visionimage representationophthalmologyvisual sciencevision language model

Improving Personalized Search With Regularized Low-Rank Parameter Updates. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Fiona RyanJosef SivicFabian Caba HeilbronJudy HoffmanJames M. RehgBryan Russell

computer sciencepersonalized searchweb searchranking algorithmsmachine learning

Leveraging Object Priors for Point Tracking. Lecture notes in computer science (2025)

Bikram BooteAnh ThaiWenqi JiaOzgur KaraStefan StojanovJames M. RehgSangmin Lee

computer sciencecomputer visionobject trackinglocalizationobject priorsmachine vision

Pulse-Ppg: An Open-Source Field-Trained Ppg Foundation Model for Wearable Applications Across Lab and Field Settings. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (2025)

Mithun SahaMaxwell A. XuWanting MaoSameer NeupaneJames M. RehgSantosh Kumar

biostatisticshealth monitoringbiomedical informaticsbiomedical data sciencewearable technologyfield settingshealth technologypatient monitoringpulse-ppg modelphysiological measurementsdata sciencebiomedical computinghealth sciencesmachine learningraw ppg data

Pulse-Ppg: An Open-Source Field-Trained Ppg Foundation Model for Wearable Applications Across Lab and Field Settings. arXiv (Cornell University) (2025)

Saha, MithunXu, Maxwell A.Mao, WantingNeupane, SameerRehg, James M.Kumar, Santosh

health monitoringdigital healthbiomedical informaticsbiomedical data sciencewearable technologyfield settingshealth technologypatient monitoringmachine learning researchphysiological measurementsdata sciencedigital medicineppg foundation modelshealth sciencesmachine learningraw ppg data

SOCIALGESTURE: Delving Into Multi-Person Gesture Understanding. arXiv (Cornell University) (2025)

Cao, XuVirupaksha, PranavJia, WenqiLai, BolinRyan, FionaLee, SangminRehg, James M.

gesture processingmultimedia information processingmultimedia retrievalhuman gesture recognitiongesture recognitionmulti-person gesture understandingsocial gesturehuman-computer interactiondata sciencelanguagenatural language processingpattern recognitionmachine learning

SOCIALGESTURE: Delving Into Multi-Person Gesture Understanding. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Xu CaoPranav VirupakshaWenqi JiaBolin LaiFiona RyanSangmin LeeJames M. Rehg

user interfacesdancegesture processingmultimodal human computer interfacemulti-person gesture understandinggesture recognitionhuman-computer interactionaffective computingsocial roboticssocial computing

SPAR3D: Stable Point-Aware Reconstruction of 3D Objects From Single Images. arXiv (Cornell University) (2025)

Huang, ZixuanBoss, MarkVasishta, AaryamanRehg, James M.Jampani, Varun

3d reconstructioncomputer graphicscomputer visiongeometric modelingsecond stagestable point-aware reconstructionpoint cloudspoint cloud processingcomputational imagingmachine visionimage analysis

SPAR3D: Stable Point-Aware Reconstruction of 3D Objects From Single Images. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Zixuan HuangMark BossAaryaman VasishtaJames M. RehgVarun Jampani

3d reconstructioncomputer graphicscomputer visiongeometric modelingcomputational geometry3d computer visionstable point-aware reconstructiongraphicscomputational imagingdigital image processingmachine visionimage analysis

Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Xiang LiZixuan HuangAnh ThaiJames M. Rehg

3d vision3d reconstructioncomputer graphicscomputer stereo visioncomputer visiongeometric modeling3d computer visiongraphicsmulti-view geometrycomputational imagingmachine visionimage representationimage analysissymmetry strikes backpattern recognition

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Jim Rehg

Founder Professor

UIUC

Affiliations

The Grainger College of Engineering

Department of Industrial and Enterprise Systems Engineering

Industrial & Enterprise Systems Engineering

Siebel School of Computing and Data Science

Jim Rehg is currently serving as an Industrial And Enterprise Systems Engineering Founder Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Jim Rehg

UIUC

Founder Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Gaze-Lle: Gaze Target Estimation via Large-Scale Learned Encoders. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Fiona RyanAjay BatiSangmin LeeDaniel BolyaJudy HoffmanJames M. Rehg

Improving Personalized Search With Regularized Low-Rank Parameter Updates. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Fiona RyanJosef SivicFabian Caba HeilbronJudy HoffmanJames M. RehgBryan Russell

computer sciencepersonalized searchweb searchranking algorithmsmachine learning

Leveraging Object Priors for Point Tracking. Lecture notes in computer science (2025)

Bikram BooteAnh ThaiWenqi JiaOzgur KaraStefan StojanovJames M. RehgSangmin Lee

computer sciencecomputer visionobject trackinglocalizationobject priorsmachine vision

Mithun SahaMaxwell A. XuWanting MaoSameer NeupaneJames M. RehgSantosh Kumar

Pulse-Ppg: An Open-Source Field-Trained Ppg Foundation Model for Wearable Applications Across Lab and Field Settings. arXiv (Cornell University) (2025)

Saha, MithunXu, Maxwell A.Mao, WantingNeupane, SameerRehg, James M.Kumar, Santosh

SOCIALGESTURE: Delving Into Multi-Person Gesture Understanding. arXiv (Cornell University) (2025)

Cao, XuVirupaksha, PranavJia, WenqiLai, BolinRyan, FionaLee, SangminRehg, James M.

SOCIALGESTURE: Delving Into Multi-Person Gesture Understanding. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Xu CaoPranav VirupakshaWenqi JiaBolin LaiFiona RyanSangmin LeeJames M. Rehg

SPAR3D: Stable Point-Aware Reconstruction of 3D Objects From Single Images. arXiv (Cornell University) (2025)

Huang, ZixuanBoss, MarkVasishta, AaryamanRehg, James M.Jampani, Varun

3d reconstructioncomputer graphicscomputer visiongeometric modelingsecond stagestable point-aware reconstructionpoint cloudspoint cloud processingcomputational imagingmachine visionimage analysis

SPAR3D: Stable Point-Aware Reconstruction of 3D Objects From Single Images. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Zixuan HuangMark BossAaryaman VasishtaJames M. RehgVarun Jampani

Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (2025)

Xiang LiZixuan HuangAnh ThaiJames M. Rehg

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