Joni Hyttinen - UEFConnect

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Information Publications

Research groups

Computational Spectral Imaging 01.01.1985 -

Keywords

spectral imaging

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
Optical implementation of partially negative filters using a spectrally tunable light source, and its application to contrast enhanced oral and dental imaging
Hyttinen, Joni; Fält, Pauli; Jäsberg, Heli; Kullaa, Arja; Hauta-Kasari, Markku. 2019. Optics express. 27: 34022-34037 A1 Journal article (refereed), original research
Contrast Enhancement of Dental Lesions by Light Source Optimisation
Hyttinen, Joni; Fält, Pauli; Fauch, Laure; Riepponen, Anni; Kullaa, Arja; Hauta-Kasari, Markku. Teoksessa: Mansouri, Alamin; El Moataz, Abderrahim; Nouboud, Fathallah; Mammass, Driss(toim.) , 2018. Image and Signal Processing, 8th International Conference, ICISP 2018, Cherbourg, France, July 2-4, 2018, Proceedings. s. 499-507. Springer A4 Conference proceedings
Spectral Image Enhancement for the Visualization of Dental Lesions
Fält, Pauli; Hyttinen, Joni; Fauch, Laure; Riepponen, Anni; Kullaa, Arja; Hauta-Kasari, Markku. Teoksessa: Mansouri, Alamin; El Moataz, Abderrahim; Nouboud, Fathallah; Mammass, Driss(toim.) , 2018. Image and Signal Processing, 8th International Conference, ICISP 2018, Cherbourg, France, July 2-4, 2018, Proceedings. s. 490-498. Springer A4 Conference proceedings