Markku Hauta-Kasari
1. varadekaani
Professori
Laskennallinen spektrikuvantaminen
Tietojenkäsittelytieteen laitos, Luonnontieteiden, metsätieteiden ja tekniikan tiedekunta
markku.hauta-kasari@uef.fi | 050 405 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.
Tutkimusryhmät
Projektit
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Itä-Suomen yliopiston tekniikan koulutuksen infrastruktuurin kehittäminen, Pohjois-Karjala 01.10.2023 - 31.12.2024
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Itä-Suomen yliopiston tekniikan koulutuksen infrastruktuurin kehittäminen, Pohjois-Savo 01.10.2023 - 31.12.2024
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Itä-Suomen yliopiston tekniikan koulutus (UEFDI), Pohjois-Karjala 01.10.2023 - 30.09.2026
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Itä-Suomen yliopiston tekniikan koulutus (UEFDI), Pohjois-Savo 01.10.2023 - 30.09.2026
Julkaisut
143/143 kappaletta-
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 -
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: -
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: -
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 -
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 -
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 -
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 -
A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers
Rahaman, GMA; Parkkinen, J; Hauta-Kasari, M. 2020. Sensors. 20: 4379 -
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 -
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. Teoksessa: Tuchin, Valery V; Blondel, Walter CPM; Zalevsky, Zeev(toim.) , 2020. Proceedings Volume 11363, Tissue Optics and Photonics. s. 113630W. SPIE, The International Society for Optical Engineering