Faculty

Institution

Unit

Venue

Kenneth Rose

Distinguished Professor

University of California, Santa Barbara

Affiliations

College of Engineering

Electrical and Computer Engineering

Kenneth Rose is currently serving as a College Of Engineering Distinguished Professor at University of California, Santa Barbara.

Honors

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Experiences

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Education

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Kenneth Rose

University of California, Santa Barbara

Distinguished Professor

You can click a keyword to filter the displayed items

computer science machine learning electrical engineering signal processing computer vision digital signal processing applied mathematics information theory data science pattern recognition communications systems data compression deterministic annealing clustering natural language processing image coding wireless communications speech processing video processing image compression distributed source coding source code analysis mathematical optimization information technology model compression data coding acoustical engineering video coding correlated sources communication security transaction processing vector processing acoustic signal processing audio signal processing simulated annealing hidden markov model common information computational optimization quantization (signal processing) predictive coding estimation theory object tracking linearity conditions transmission energy allocation end-to-end distortion engineering optimization unsupervised machine learning speech coding audio coding dispersive information routing solid-state electronics control optimization constrained optimization joint source-channel coding motion analysis spatial audio vector quantization noisy channel relaxation time-varying channels joint optimization adaptive lossy compression global optimization structural molecular biology protein science databases wireless personal communication electronics intensive care pattern analysis statistical signal processing communication engineering biocybernetics audio electroacoustics iterative decoding deterministic annealing approach lossy common information multimedia computing signal compression source-channel coding lossy compression

Notable Scholarly Works

Notable Federal Grants

Collaborators

On Ultra Low-Delay Compression of Higher Order Ambisonics Signals. (2024)

Mahmoud NamaziAhmed ElshafiyKenneth Rose

ultra low-delay compressiondigital signal processingdata compressionimage compressioncomputer science

STEGANERV: Video Steganography Using Implicit Neural Representation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2024)

Monsij BiswalTong ShaoKenneth RosePeng YinSean McCarthy

computational imagingimplicit neural representationimage communicationdeep learningdata sciencevideo steganographyimage analysisimage representationcognitive sciencemachine learningmultimedia retrievalcomputer visionvideo interpretationpattern recognitionvideo processingsteganographycomputer sciencevideo content analysisvideo observationinformation fusion

Ultra-Low Delay Lossless Compression of Higher Order Ambisonics. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Mahmoud NamaziKenneth Rose

model compressionhigher order ambisonicslossless compressiondata compressionelectrical engineeringimage compressionoptoelectronics

A Stochastic Rate-Distortion Approach to Supervised Learning Systems. 2022 IEEE International Symposium on Information Theory (ISIT) (2023)

Ahmed ElshafiyMahmoud NamaziKenneth Rose

supervised learningcomputer sciencemachine learning

On Stochastic Codebook Generation for Markov Sources. (2023)

Ahmed ElshafiyKenneth Rose

stochastic codebook generationcomputer sciencemarkov sourcessoftware engineering

Transform Domain Temporal Prediction for Dynamic Point Cloud Compression. 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP) (2023)

Monsij BiswalKruthika Koratti SivakumarTing-Lan LinKenneth Rose

image compressionmachine learningdata compressionaerospace engineering

A Geodesic Translation Model for Spherical Video Compression. IEEE Transactions on Image Processing (2022)

Bharath VishwanathTejaswi NanjundaswamyKenneth Rose

spherical video compressiondigital image processingearth sciencegeodesic translation model

Asymptotically Optimal Stochastic Lossy Coding of Markov Sources. arXiv (Cornell University) (2022)

Elshafiy, AhmedRose, Kenneth

machine learningmarkov sourcesdata scienceapplied mathematicscomputer science

Joint Asymptotic Closed-Loop Design of Secondary Transform and Scan Order for Inter Coding in Av1. 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP) (2022)

Kruthika Koratti SivakumarBharath VishwanathKenneth Rose

technologyscan ordersecondary transforminter codingdigital signal processingsignal processingmultimedia signal processing

A Clustering Approach to Optimizing Beam Steering Directions in Wireless Systems. 2022 IEEE Wireless Communications and Networking Conference (WCNC) (2021)

Ahmed ElshafiyAshwin SampathKenneth Rose

computational optimizationengineering optimizationmathematical optimizationoptimization problemscontrol optimizationclusteringwireless systemsmachine learningengineering

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Kenneth Rose

Distinguished Professor

University of California, Santa Barbara

Affiliations

College of Engineering

Electrical and Computer Engineering

Kenneth Rose is currently serving as a College Of Engineering Distinguished Professor 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

Kenneth Rose

University of California, Santa Barbara

Distinguished Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

On Ultra Low-Delay Compression of Higher Order Ambisonics Signals. (2024)

Mahmoud NamaziAhmed ElshafiyKenneth Rose

ultra low-delay compressiondigital signal processingdata compressionimage compressioncomputer science

STEGANERV: Video Steganography Using Implicit Neural Representation. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (2024)

Monsij BiswalTong ShaoKenneth RosePeng YinSean McCarthy

Ultra-Low Delay Lossless Compression of Higher Order Ambisonics. ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2024)

Mahmoud NamaziKenneth Rose

model compressionhigher order ambisonicslossless compressiondata compressionelectrical engineeringimage compressionoptoelectronics

A Stochastic Rate-Distortion Approach to Supervised Learning Systems. 2022 IEEE International Symposium on Information Theory (ISIT) (2023)

Ahmed ElshafiyMahmoud NamaziKenneth Rose

supervised learningcomputer sciencemachine learning

On Stochastic Codebook Generation for Markov Sources. (2023)

Ahmed ElshafiyKenneth Rose

stochastic codebook generationcomputer sciencemarkov sourcessoftware engineering

Transform Domain Temporal Prediction for Dynamic Point Cloud Compression. 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP) (2023)

Monsij BiswalKruthika Koratti SivakumarTing-Lan LinKenneth Rose

image compressionmachine learningdata compressionaerospace engineering

A Geodesic Translation Model for Spherical Video Compression. IEEE Transactions on Image Processing (2022)

Bharath VishwanathTejaswi NanjundaswamyKenneth Rose

spherical video compressiondigital image processingearth sciencegeodesic translation model

Asymptotically Optimal Stochastic Lossy Coding of Markov Sources. arXiv (Cornell University) (2022)

Elshafiy, AhmedRose, Kenneth

machine learningmarkov sourcesdata scienceapplied mathematicscomputer science

Joint Asymptotic Closed-Loop Design of Secondary Transform and Scan Order for Inter Coding in Av1. 2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP) (2022)

Kruthika Koratti SivakumarBharath VishwanathKenneth Rose

technologyscan ordersecondary transforminter codingdigital signal processingsignal processingmultimedia signal processing

A Clustering Approach to Optimizing Beam Steering Directions in Wireless Systems. 2022 IEEE Wireless Communications and Networking Conference (WCNC) (2021)

Ahmed ElshafiyAshwin SampathKenneth Rose

computational optimizationengineering optimizationmathematical optimizationoptimization problemscontrol optimizationclusteringwireless systemsmachine learningengineering

1
2
3
4
5
34
10 / page

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information theory

data communication

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Institution

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data compression

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video coding format

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