Faculty

Institution

Unit

Venue

Matthew Turk

Professor Emeritus

University of California, Santa Barbara

Affiliations

College of Engineering

Computer Science

Matthew Turk is currently serving as a College Of Engineering Professor Emeritus at University of California, Santa Barbara.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Matthew Turk

University of California, Santa Barbara

Professor Emeritus

You can click a keyword to filter the displayed items

computer vision computer science machine vision pattern recognition machine learning image analysis human-computer interaction computational imaging user interfaces 3d vision 3d computer vision augmented reality digital image processing computer graphics applied mathematics intelligent user interfaces image representation data science virtual reality geometric modeling machine learning research mobile computing multimedia modeling gesture recognition immersive technologies kinesiology multimedia retrieval multimodal interaction object recognition multimodal human computer interface graphic interface computational photography perceptual user interfaces 3d reconstruction multimedia information processing object detection gesture processing 3d pose estimation scene understanding scene analysis stereo imaging edge detection localization information visualization motion detection pattern analysis object tracking 3d user interaction display technology head-mounted display advanced display technology manifold learning structure from motion manifold modeling social interaction depth edge detection computational intelligence information fusion facial animation facial expression recognition remote collaboration natural user interfaces visual tracking facial expression attribute-based people segmentation algorithm vision-based interfaces specular reflection reduction active wavelet networks human fov human head effective fov polar frequency domain face verification depth edges feature descriptors technology design interaction design extended reality visual computing

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

TIBET: Identifying and Evaluating Biases in Text-To-Image Generative Models. Lecture notes in computer science (2024)

A ChinchureP ShuklaG BhattK SalijK HosanagarL SigalM Turk

generative systemscomputer sciencepattern recognitioncontent similarity detectionmachine learningnatural language processingknowledge discoverytext-to-image generative modelscomputer visiongenerative modelsmachine learning researchgenerative designbias

Cavli - Using Image Associations to Produce Local Concept-Based Explanations. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023)

Pushkar ShuklaSushil BharatiMatthew Turk

deep learningcomputer sciencecomputational intelligencemultimedia information processingfeature learningmachine learningimage associationsexplainable aidata sciencecomputer visionmachine visionmultimedia modelingconvolutional neural networksmultimedia retrievalneural network (machine learning)image representation

Vision-Based Interfaces for Character-Based Text Entry: Comparison of Errors and Error Correction Properties of Eye Typing and Head Typing. Advances in Human-Computer Interaction (2023)

Yulia GizatdinovaOleg ŠpakovOuti TuiskuMatthew TurkVeikko Surakka

computer scienceerror correctionerror correction propertiesmachine learningvision-based interfacesnatural language processingcharacter-based text entryhuman-computer interactionhead typingeye typinghuman-machine interaction

Sparse Fusion for Multimodal Transformers. (2022)

Yi DingAlex RichMason WangNoah StierMatthew TurkPradeep SenTobias Hollerer

multimodal learningdeep learningcomputer sciencesparse fusionsparse fusion transformersmachine learninginformation fusionmultimodal signal processingdata sciencefusion learningmachine learning researchmultimodal transformers

BLT: Balancing Long-Tailed Datasets With Adversarially-Perturbed Images. Lecture notes in computer science (2021)

Jedrzej KozerawskiVictor FragosoNikolaos KarianakisGaurav MittalMatthew TurkMei Chen

deep learningcomputer scienceadversarially-perturbed imagesmachine learningdata scienceinformaticscomputer visionadversarial machine learninglong-tailed datasets

Multimodal Classification of Eeg During Physical Activity. INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (2019)

Yi DingBrandon HuynhAiwen XuTom BullockHubert CecottiMatthew TurkBarry GiesbrechtTobias Höllerer

neurosciencephysical activityeeg signal processingmultimodal classificationelectrophysiology

CLEAR: Cumulative Learning for One-Shot One-Class Image Recognition. (2018)

Jedrzej KozerawskiMatthew Turk

deep learningcomputer sciencefeature learningpattern recognitionmachine learningzero-shot learningdata sciencecomputer visionimage analysismachine visionmachine learning researchclassification decision boundaryconvolutional neural networksmultimedia retrievalneural network (machine learning)image representationcumulative learning

Gaze and Head Pointing for Hands-Free Text Entry. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (2018)

Yulia GizatdinovaOleg ŠpakovOuti TuiskuMatthew TurkVeikko Surakka

computer scienceinput devicestouch user interfacetechnologynovel interfacetext entry vbisvirtual keyboardsintelligent user interfacesuser interfaceshuman-computer interactioncomputer engineeringkey size reductionmultimodal human computer interfaceeye trackinginteraction design

Hybrid Orbiting-To-Photos in 3D Reconstructed Visual Reality. (2018)

Benjamin NuernbergerTobias HöllererMatthew Turk

3d reconstructionhybrid orbiting-to-photosvisual realityimage reconstructionastronomycomputer vision3d vision3d computer vision3d imaging

Illumination for 360 Degree Cameras. (2018)

I. RakkolainenR. RaisamoM. TurkT. Höllerer

computational imagingposition lightsadditional illuminationillumination modelinglightingextended realitydegree camerasphotometric stereo

1
2
3
4
5
16
10 / page

Matthew Turk

Professor Emeritus

University of California, Santa Barbara

Affiliations

College of Engineering

Computer Science

Matthew Turk is currently serving as a College Of Engineering Professor Emeritus at University of California, Santa Barbara.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Matthew Turk

University of California, Santa Barbara

Professor Emeritus

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

TIBET: Identifying and Evaluating Biases in Text-To-Image Generative Models. Lecture notes in computer science (2024)

A ChinchureP ShuklaG BhattK SalijK HosanagarL SigalM Turk

Cavli - Using Image Associations to Produce Local Concept-Based Explanations. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2023)

Pushkar ShuklaSushil BharatiMatthew Turk

Vision-Based Interfaces for Character-Based Text Entry: Comparison of Errors and Error Correction Properties of Eye Typing and Head Typing. Advances in Human-Computer Interaction (2023)

Yulia GizatdinovaOleg ŠpakovOuti TuiskuMatthew TurkVeikko Surakka

Sparse Fusion for Multimodal Transformers. (2022)

Yi DingAlex RichMason WangNoah StierMatthew TurkPradeep SenTobias Hollerer

BLT: Balancing Long-Tailed Datasets With Adversarially-Perturbed Images. Lecture notes in computer science (2021)

Jedrzej KozerawskiVictor FragosoNikolaos KarianakisGaurav MittalMatthew TurkMei Chen

deep learningcomputer scienceadversarially-perturbed imagesmachine learningdata scienceinformaticscomputer visionadversarial machine learninglong-tailed datasets

Multimodal Classification of Eeg During Physical Activity. INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION (2019)

Yi DingBrandon HuynhAiwen XuTom BullockHubert CecottiMatthew TurkBarry GiesbrechtTobias Höllerer

neurosciencephysical activityeeg signal processingmultimodal classificationelectrophysiology

CLEAR: Cumulative Learning for One-Shot One-Class Image Recognition. (2018)

Jedrzej KozerawskiMatthew Turk

Gaze and Head Pointing for Hands-Free Text Entry. Proceedings of the 2018 ACM Symposium on Eye Tracking Research & Applications (2018)

Yulia GizatdinovaOleg ŠpakovOuti TuiskuMatthew TurkVeikko Surakka

Hybrid Orbiting-To-Photos in 3D Reconstructed Visual Reality. (2018)

Benjamin NuernbergerTobias HöllererMatthew Turk

3d reconstructionhybrid orbiting-to-photosvisual realityimage reconstructionastronomycomputer vision3d vision3d computer vision3d imaging

Illumination for 360 Degree Cameras. (2018)

I. RakkolainenR. RaisamoM. TurkT. Höllerer

computational imagingposition lightsadditional illuminationillumination modelinglightingextended realitydegree camerasphotometric stereo

1
2
3
4
5
16
10 / page

Similar Faculty Members

Sudeep Sarkar

Institution

University of South Florida

pattern recognition

predictive learning

Gordon Wetzstein

Institution

Stanford University

computer vision

computer science

Ulrich Neumann

Institution

University of Southern California

design

visualization

Tobias Höllerer

Institution

University of California, Santa Barbara

design

mixed reality

Huaping Liu

Institution

Oregon State University

mimo systems

adaptive modulation

Zhigang Deng

Institution

University of Houston

design

visualization

Gerard Guy Medioni

Institution

University of Southern California

digital image processing

computer graphic technique

Henry Fuchs

Institution

University of North Carolina at Chapel Hill

design

visualization

Konstantinos Daniilidis

Institution

University of Pennsylvania

computer vision

computer science

Yuan, Junsong

Institution

University at Buffalo

pattern recognition

video analytics

Similar Faculty Members

Sudeep Sarkar

Institution

University of South Florida

pattern recognition

predictive learning

Gordon Wetzstein

Institution

Stanford University

computer vision

computer science

Ulrich Neumann

Institution

University of Southern California

design

visualization

Tobias Höllerer

Institution

University of California, Santa Barbara

design

mixed reality

Huaping Liu

Institution

Oregon State University

mimo systems

adaptive modulation

Zhigang Deng

Institution

University of Houston

design

visualization

Gerard Guy Medioni

Institution

University of Southern California

digital image processing

computer graphic technique

Henry Fuchs

Institution

University of North Carolina at Chapel Hill

design

visualization

Konstantinos Daniilidis

Institution

University of Pennsylvania

computer vision

computer science

Yuan, Junsong

Institution

University at Buffalo

pattern recognition

video analytics