Joni Hyttinen
Postdoctoral Researcher
School of Computing, Faculty of Science, Forestry and Technology
joni.hyttinen@uef.fi | +358 50 505 4232
Research groups
Keywords
Publications
13/13 items-
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 -
Hyperspectral placenta dataset: Hyperspectral image acquisition, annotations, and processing of biological tissues in microsurgical training
Puustinen, Sami; Hyttinen, Joni; Elomaa, Antti-Pekka; Vrzáková, Hana. 2023. Data in brief. 50: 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 -
Unsupervised segmentation of human placenta tissues using hyperspectral image analysis
Issa, Hamzeh; Hossain, Mohammad Jaber; Tøn, Aslak; Linares, Fernando; Santandreu Oliver, Maria; Hyttinen, Joni; Elomaa, Antti-Pekka; Puustinen, Sami. Teoksessa: (toim.) , 2023. IEEE EUROCON 2023 Proceedings: 2023 IEEE European Conference on Smart Technologies. s. 163-168. IEEE A4 Conference proceedings -
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 -
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 -
Oral and Dental Spectral Imaging for Computational and Optical Visualization Enhancement
Hyttinen, Joni. 2021. Publications of the University of Eastern Finland. Dissertations in Forestry and Natural Sciences G5 Doctoral dissertation (article) -
Oral and Dental Spectral Image Database - ODSI-DB
Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2020. Applied sciences. 10: 7246 A1 Journal article (refereed), original research -
Deep Learning for Dental Hyperspectral Image Analysis
Boiko, Oleksandr; Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Mirhashemi, Arash; Kullaa, Arja; Hauta-Kasari, Markku. Teoksessa: -(toim.) , 2019. 27th Color and Imaging Conference Final Program and Proceedings. s. 295-299. Society for imaging science and technology A4 Conference proceedings