Using Gaussian process models for near-infrared spectroscopy data interpolation

Proceedings of the 7th IASTED International Conference on Biomedical Engineering, BioMED 2010

Volumn 1, Issue , 2010, Pages 257-262

  Leamy, Darren ^a   Ward, Tomás ^a   Kocijan, Juš ^b,c  

^a NATIONAL UNIVERSITY OF IRELAND   (Ireland)

^b JO EF STEFAN INSTITUTE   (Slovenia)

^c UNIVERSITY OF NOVA GORICA   (Slovenia)

Author keywords

Biomedical signal processing; Gaussian process models; Near infrared spectroscopy; Optical imaging

Indexed keywords

BENCH MARKS; BIOMEDICAL SIGNAL PROCESSING; CORTICAL ACTIVITY; DATA SETS; DIFFUSE OPTICAL IMAGING; FEATURE RESOLUTION; GAUSSIAN PROCESS; GAUSSIAN PROCESS MODELS; GEO-STATISTICS; HEMODYNAMIC ACTIVITIES; IMAGING SOFTWARE; MODEL INTERPOLATION; MODEL-BASED METHOD; NONPARAMETRIC METHODS; OPTICAL IMAGING; PHOTON MIGRATION; SPATIAL ACTIVITY; SPATIAL RESPONSE; STRUCTURED IMAGES;

BIOMEDICAL ENGINEERING; GAUSSIAN NOISE (ELECTRONIC); HEMODYNAMICS; HYDRODYNAMICS; INFRARED DEVICES; INTERPOLATION; NEAR INFRARED SPECTROSCOPY; OPTICAL IMAGE STORAGE; SIGNAL PROCESSING; TEXTILES;

GAUSSIAN DISTRIBUTION;

EID: 79953829420     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

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