PhD - Mathematics - Aalto University, Finland, 2010
Lic. Sc (Tech.) - Engineering Mathematics - Helsinki University of Technology, Finland, 2008
MSc (Tech.) - Engineering Physics and Mathematics - Helsinki University of Technology, Finland, 2005
Areas of interest
Oral sensorimotor system; computer modelling of head and neck functions including speech, swallowing, chewing, breathing; development of assistive technology to improve the predictability of surgical treatments; experimental validation of computer models of speech, swallowing, and chewing; adoption of advanced simulation techniques to surgical planning workflows.
Sampling and Quantization. Digital transforms for multimedia signal processing: DFT, DCT, DST, K-L transform, principal component analysis, subband analysis, wavelet and multi-resolution representation. Image processing: histogram processing, image filtering and enhancement, halftone and dithering for binary image processing, color transforms, color image processing. Video processing: basic video models, spatial-temporal processing of video, morphing and wipe detection, video segmentation and content analysis. Applications: medical imaging, satellite imaging, seismology.Winter Term 2021