
MARKKU HAUTA-KASARI
Professori, laitoksen johtaja
Computational Spectral Imaging
Markku Hauta-Kasari received his MSc in computer science from the University of Kuopio, Finland, in 1994 and his PhD in information processing from the Lappeenranta University of Technology, Finland, in 1999. Since 1999 he has been working in research and teaching positions in computer science at the University of Eastern Finland. From 1996 to 1998 he was a visiting researcher at Professor Toyooka's Optical Sensing Laboratory, Saitama University, Japan. In 2002 he was 2 months as a visiting researcher at Professor Miyake's laboratory in Chiba University, Japan, and in 2007 one month as a visiting Professor at the National Museum of Japanese History, Japan. In 2003 - 2010, he was the Director of InFotonics Center Joensuu research center at the University of Joensuu. Currently, he is Professor in Computer Science at the University of Eastern Finland. He is the head of the Spectral Color Research Group. His research interest include spectral color research, pattern recognition and computer vision. He is a member of the Optical Society of Japan, and the Pattern Recognition Society of Finland. He is a past chairman of the Pattern Recognition Society of Finland (2003 - 2006) and past chairman of the CIE Technical Committee TC8-07 "Multispectral imaging" (2008 - 2011). Since 2014 he is the Head of the School of Computing at the University of Eastern Finland.
Contact info
Organization
Faculty of Science and Forestry, School of Computing
Releases in SoleCRIS
Research groups
Publications
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Evaluation of the optimized surgical illuminant for enhancement of blood oxygen saturation. Kurabuchi, Yoko; Nakano, Kazuya; Ohnishi, Takashi; Nakaguchi, Toshiya; Hauta-Kasari, Markku; Haneishi, Hideaki / Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVIII. 2020. 2020
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Kafian-Attari, Iman; Nippolainen, Ervin; Semenov, Dmitry; Hauta-Kasari, Markku; Töyräs, Juha; Afara, Isaac O. 2020. Tissue optical properties combined with machine learning enables estimation of articular cartilage composition and functional integrity Biomedical optics express 11 11: 6480-6494. 2020
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Optical properties of articular cartilage in the near-infrared spectral range are related to its proteoglycan content. Kafian-Attari, Iman; Semenov, Dmitry; Nippolainen, Ervin; Hauta-Kasari, Markku; Töyräs, Juha; Afara, Isaac O / Proceedings Volume 11363, Tissue Optics and Photonics. 2020. 2020
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Rahaman, GMA; Parkkinen, J; Hauta-Kasari, M. 2020. A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers Sensors 20 16: 4379. 2020
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Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2020. Oral and Dental Spectral Image Database - ODSI-DB Applied sciences 10 20: 7246. 2020
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Deep Learning for Dental Hyperspectral Image Analysis. Boiko, Oleksandr; Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Mirhashemi, Arash; Kullaa, Arja; Hauta-Kasari, Markku / 27th Color and Imaging Conference Final Program and Proceedings. 2019. 2019
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Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. Garifullin, A; Koobi, P; Ylitepsa, P; Adjers, K; Hauta-Kasari, M; Uusitalo, H; Lensu, L / 2018 International Conference on Digital Image Computing: Techniques and Applications (DICTA). 2019. 2019
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Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2019. Optical implementation of partially negative filters using a spectrally tunable light source, and its application to contrast enhanced oral and dental imaging Optics express 27 23: 34022-34037. 2019
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Kurabuchi, Yoko; Nakano, Kazuya; Ohnishi, Takashi; Nakaguchi, Toshiya; Hauta-Kasari, Markku; Haneishi; Hideaki. 2019. Optimization of Surgical Illuminant Spectra for Organ Microstructure Visualization IEEE access 7: 70733-70741. 2019
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Nakano, Kazuya; Hirofuji, Ryosuke; Ohnishi, Takashi; Hauta-Kasari, Markku; Nishidate,Izumi; Haneishi, Hideaki. 2019. RGB Camera-Based Imaging of Oxygen Saturation and Hemoglobin Concentration in Ocular Fundus IEEE access 7: 56469 - 56479. 2019