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Picture of Michael Marcellin

Michael Marcellin

Professor, Applied Mathematics - GIDP | Professor, Optical Sciences | Professor, International Foundation for Telemetering | Professor, Electrical and Computer Engineering | Regents Professor | Member of the Graduate Faculty

Electrical and Computer Engr

Collaboration(9)

Theodore Trouard
Janet Roveda
Hao Xin
Maria Altbach
Lars Furenlid

Page 1 of 2

Grants(3)

Task-Specific Compression for Biomedical Big Data
2015·$534.8K / $1.6M·
External
Co-Investigator (COI)
data compression, biomedical research, information technology, big data, healthcare technology
Cyber-Physical Systems Virtual Organization: Active Resources
2015·$405K·
External
Principal Investigator (PI)
cyber-physical systems, virtual organization, active resources
Knowledge Enhanced Compressive Measurement
2010·$988.3K / $4.3M·
External
Principal Investigator (PI)
machine learning, data compression, information retrieval, signal processing, knowledge graphs

Publications(91)

Recent

Lossless Multi-Component Image Compression based on Integer Wavelet Coefficient Prediction using Convolutional Neural Networks

2020

image compression, wavelet coefficients, convolutional neural networks, lossless compression, integer prediction

Mosaic-based color-transform optimization for the lossy and lossy-to-lossless compression of pathology whole-slide image

2019

image compression, pathology, color transformation, mosaic-based, optimization

Telemetry on Wildcat formula racing vehicle

2019

automotive engineering, vehicle performance, data analysis, sensors, racing technology

Visibility of Quantization Errors in Reversible JPEG2000

2019

image compression, error analysis, reversible compression, image quality

Clustering Regression Wavelet Analysis for Lossless Compression of Hyperspectral Imagery

2019

image compression, hyperspectral imaging, clustering, regression analysis, wavelet analysis

Designing a telemetry system with a focus on education

2019

telemetry systems, education, design, technology, learning

A novel rate-control for predictive image coding with constant quality

2019

image coding, predictive coding, rate control, quality, predictive image

Control failures in an unmanned aerial system and the potential for stateless control

2019

unmanned systems, control systems, failure analysis, stateless control, aerial vehicles

Telemetry system for monitoring stress and vibrations on amusement park rides

2019

telemetry, monitoring, stress, vibrations, amusement park rides

Lower bounds on the redundancy of Huffman codes with known and unknown probabilities

2019

huffman codes, redundancy, probability estimation, data compression, information theory