Pauli Fält
Senior Researcher
School of Computing, Faculty of Science, Forestry and Technology
[email protected] | +358 50 501 8677
Research groups
Keywords
Publications
32/32 items-
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 -
The Optimization of the Light-Source Spectrum Utilizing Neural Networks for Detecting Oral Lesions
Ito, Kenichi; Higashi, Hiroshi; Hietanen, Ari; Fält, Pauli; Hine, Kyoko; Hauta-Kasari, Markku; Nakauchi, Shigeki. 2023. Journal of imaging. 9: 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 -
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 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 -
Transmission filters forming orthogonal basis for spectral imaging purposes
Flinkman, Mika; Saastamoinen, Toni; Pääkkönen, Pertti; Lehtolahti, Joonas; Fält, Pauli; Laamanen, Hannu. 2020. Optics letters. 45: 3260-3263 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 -
Canonical Correlation Analysis for Long-term Changes of Facial Images based on the Frequency of UV Protection, Physical and Psychological Features
Nomura, Ikumi; Tatsuzawa, Yuri; Ojima, Nobutoshi; Imai, Takeo; Fält, Pauli; Ogawa-Ochiai, Keiko; Tsumura, Norimichi. 2018. Journal of imaging science and technology. 2019; 63: 10507-1 - 10507-8 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