Markku Hauta-Kasari
1st Vice-Dean
Professor
Computational Spectral Imaging
School of Computing, Faculty of Science, Forestry and Technology
[email protected] | +358 50 405 6231
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). In 2014-2021 he was the Head of the School of Computing at the University of Eastern Finland. Since 2022, he is the Vice Dean of the Faculty of Science and Forestry.
Research groups
Projects
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Infrastructure development for technology education at University of Eastern Finland, North Karelia 01.10.2023 - 31.12.2024
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Infrastructure development for technology education at University of Eastern Finland, North-Savo 01.10.2023 - 31.12.2024
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Technology education at the University of Eastern Finland (UEFDI), North Karelia 01.10.2023 - 30.09.2026
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Technology education at the University of Eastern Finland (UEFDI), North-Savo 01.10.2023 - 30.09.2026
Publications
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BCDB – BioColorant Database
Hyttinen, Joni; Räisänen, Riikka; Hauta-Kasari, Markku. 2024. abstract -
Hyperspectral Imaging (HSI) in Brain Tumor Surgery – Evidence of Machine Learning-Based Performance
Puustinen, Sami; Vrzáková, Hana; Hyttinen, Joni; Rauramaa, Tuomas; Fält, Pauli; Hauta-Kasari, Markku; Bednarik, Roman; Koivisto, Timo; Rantala, Susanna; von und zu Fraunberg, Mikael; Jääskeläinen, Juha E; Elomaa, Antti-Pekka. 2023. World neurosurgery. 175: e614-e635 A1 Journal article (refereed), original research -
Unsupervised Spectral Analysis of Bio-Dyed Textile Samples
Li, Zong-Yue; Hyttinen, Joni; Räisänen, Riikka; Gao, Xiao-Zhi; Hauta-Kasari, Markku. 2023. International journal of network dynamics and intelligence. 2: A1 Journal article (refereed), original research -
Detection improvement of gliomas in hyperspectral imaging of protoporphyrin IX fluorescence – in vitro comparison of visual identification and machine thresholds
Lehtonen, Samu JR; Vrzakova, Hana; Paterno, Jussi J; Puustinen, Sami; Bednarik, Roman; Hauta-Kasari, Markku; Haneishi, Hideaki; Immonen, Arto; Jääskeläinen, Juha E; Kämäräinen, Olli-Pekka; Elomaa, Antti-Pekka. 2022. Cancer treatment and research communications. 32: A1 Journal article (refereed), original research -
Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database
Puustinen, Sami; Hyttinen, Joni; Hisuin, Gemal; Vrzáková, Hana; Huotarinen, Antti; Fält, Pauli; Hauta-Kasari, Markku; Immonen, Arto; Koivisto, Timo; Jaaskelainen, Juha E; Elomaa, Antti-Pekka. Teoksessa: Shen, Linlin; Rodríguez González, Alejandro; Santosh, KC; Lai, Zhihui; Sicilia, Rosa; Almeida, João Rafael; Kane, Bridget(toim.) , 2022. Proceedings: 2022 IEEE 35th International Symposium on Computer-Based Medical Systems (CBMS). s. 394-399. IEEE A4 Conference proceedings -
Articular cartilage optical properties in the near-infrared (NIR) spectral range vary with depth and tissue integrity
Khan, Bilour; Kafian-Attari, Iman; Nippolainen, Ervin; Shaikh, Rubina; Semenov, Dmitry; Hauta-Kasari, Markku; Töyräs, Juha; Afara, Isaac O.. 2021. Biomedical optics express. 12: 6066-6080 A1 Journal article (refereed), original research -
Computational Filters for Dental and Oral Lesion Visualization in Spectral Images
Hyttinen, Joni; Falt, Pauli; Jasberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2021. IEEE access. 9: 145148-145160 A1 Journal article (refereed), original research -
Design of a system combining narrow band illuminants and a color camera for early diagnosis of skin flap necrosis
Kurabuchi, Yoko; Nakano, Kazuya; Ohnishi, Takashi; Nakaguchi, Toshiya; Akita, Shinsuke; Hauta-Kasari, Markku; Haneishi, Hideaki. Teoksessa: Boudoux, Caroline; Tunnell, James W.(toim.) , 2021. Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XIX. s. 116310R. SPIE B3 Non-refereed conference proceedings -
A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers
Rahaman, GMA; Parkkinen, J; Hauta-Kasari, M. 2020. Sensors. 20: 4379 A1 Journal article (refereed), original research -
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. Teoksessa: Mahadevan-Jansen, Anita(toim.) , 2020. Advanced Biomedical and Clinical Diagnostic and Surgical Guidance Systems XVIII. s. 1-7. SPIE B3 Non-refereed conference proceedings