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2020 – today
- 2025
[j16]Kenichi Ito
, Pauli Fält, Markku Hauta-Kasari, Shigeki Nakauchi:
Lighting Spectrum Optimization With Deep Learning for Moss Species Classification. IEEE Access 13: 18749-18759 (2025)- 2023
- [j15]Kenichi Ito, Hiroshi Higashi, Ari Hietanen, Pauli Fält, Kyoko Hine, Markku Hauta-Kasari, Shigeki Nakauchi:
The Optimization of the Light-Source Spectrum Utilizing Neural Networks for Detecting Oral Lesions. J. Imaging 9(1): 7 (2023) - 2022
- [c39]Sami Puustinen, Joni Hyttinen, Gemal Hisuin, Hana Vrzakova, Antti Huotarinen, Pauli Fält, Markku Hauta-Kasari, Arto Immonen, Timo Koivisto, Juha E. Jääskeläinen, Antti-Pekka Elomaa:
Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database. CBMS 2022: 394-399 - 2021
- [j14]Joni Hyttinen, Pauli Fält, Heli Jäsberg, Arja Kullaa, Markku Hauta-Kasari:
Computational Filters for Dental and Oral Lesion Visualization in Spectral Images. IEEE Access 9: 145148-145160 (2021) - 2020
- [j13]G. M. Atiqur Rahaman, Jussi Parkkinen, Markku Hauta-Kasari:
A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers. Sensors 20(16): 4379 (2020)
2010 – 2019
- 2019
- [j12]Kazuya Nakano, Ryosuke Hirofuji, Takashi Ohnishi, Markku Hauta-Kasari, Izumi Nishidate, Hideaki Haneishi:
RGB Camera-Based Imaging of Oxygen Saturation and Hemoglobin Concentration in Ocular Fundus. IEEE Access 7: 56469-56479 (2019) - [j11]Yoko Kurabuchi, Kazuya Nakano, Takashi Ohnishi, Toshiya Nakaguchi, Markku Hauta-Kasari, Hideaki Haneishi:
Optimization of Surgical Illuminant Spectra for Organ Microstructure Visualization. IEEE Access 7: 70733-70741 (2019) - [j10]Yoko Kurabuchi, Kina Murai, Kazuya Nakano, Takashi Ohnishi, Toshiya Nakaguchi, Markku Hauta-Kasari, Hideaki Haneishi:
Optimal design of illuminant for improving intraoperative color appearance of organs. Artif. Life Robotics 24(1): 52-58 (2019) - [c38]Oleksandr Boiko, Joni Hyttinen, Pauli Fält, Heli Jäsberg, Arash Mirhashemi, Arja Kullaa, Markku Hauta-Kasari:
Deep Learning for Dental Hyperspectral Image Analysis. CIC 2019: 295-299 - 2018
- [c37]Piotr Bartczak, Hana Vrzakova, Roman Bednarik, Matti Iso-Mustajarvi, Markku Hauta-Kasari, Juha E. Jääskeläinen, Mikael von und zu Fraunberg, Antti-Pekka Elomaa:
Spectral Video in Image-Guided Microsurgical Applications: Integrating Imaging Technology into the Clinical Environment and Ergonomic Considerations. CBMS 2018: 286-291 - [c36]Azat Garifullin, Peeter Koobi, Pasi Ylitepsa, Kati Adjers, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. DICTA 2018: 1-5 - [c35]Pauli Fält, Joni Hyttinen, Laure Fauch, Anni Riepponen, Arja Kullaa, Markku Hauta-Kasari:
Spectral Image Enhancement for the Visualization of Dental Lesions. ICISP 2018: 490-498 - [c34]Joni Hyttinen, Pauli Fält, Laure Fauch, Anni Riepponen, Arja Kullaa, Markku Hauta-Kasari:
Contrast Enhancement of Dental Lesions by Light Source Optimisation. ICISP 2018: 499-507 - 2017
- [j9]Lauri Laaksonen, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Comparison of image registration methods for composing spectral retinal images. Biomed. Signal Process. Control. 36: 234-245 (2017) - [j8]Pavel Vostatek, Ela Claridge, Hannu Uusitalo, Markku Hauta-Kasari, Pauli Fält, Lasse Lensu:
Performance comparison of publicly available retinal blood vessel segmentation methods. Comput. Medical Imaging Graph. 55: 2-12 (2017) - 2016
- [c33]Piotr Bartczak, Ana Gebejes, Pauli Fält, Markku Hauta-Kasari:
An LED-Based Tunable Illumination for Diverse Medical Applications. CBMS 2016: 292-293 - [c32]Piotr Bartczak, Pauli Fält, Markku Hauta-Kasari:
Applicability of LED-Based Light Sources for Diabetic Retinopathy Detection in Retinal Imaging. CBMS 2016: 355-360 - [c31]Ana Gebejes, Pauli Fält, Roman Bednarik, Markku Hauta-Kasari:
SPEED: SPectral eye vidEo database. UbiComp Adjunct 2016: 1666-1675 - [c30]Ana Gebejes, Rafael Huertas, Alain Trémeau, Ivana Tomic, Pooshpanjan Roy Biswas, Charlotte J. Fraza, Markku Hauta-Kasari:
Texture Characterization by Grey-Level Co-occurrence Matrix from a Perceptual Approach. CIC 2016: 271-277 - [c29]Lauri Laaksonen, Antti Hannuksela, Ela Claridge, Pauli Fält, Markku Hauta-Kasari, Hannu Uusitalo, Lasse Lensu:
Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions. IPTA 2016: 1-6 - [i1]Abul Hasnat, Jussi Parkkinen, Markku Hauta-Kasari:
Spectral video construction from RGB video: Application to Image Guided Neurosurgery. CoRR abs/1612.04809 (2016) - 2015
- [j7]Jennifer Dumont, Tapani Hirvonen, Ville Heikkinen, Maxime Mistretta, Lars Granlund, Katri Himanen, Laure Fauch, Ilkka Porali, Jouni Hiltunen, Sarita Keski-Saari, Markku Nygren, Elina Oksanen, Markku Hauta-Kasari, Markku Keinänen:
Thermal and hyperspectral imaging for Norway spruce (Picea abies) seeds screening. Comput. Electron. Agric. 116: 118-124 (2015) - [c28]Tatiana Vitorino, Andrea Casini, Costanza Cucci, Ana Gebejes, Jouni Hiltunen, Markku Hauta-Kasari, Marcello Picollo, Lorenzo Stefani:
Accuracy in Colour Reproduction: Using a ColorChecker Chart to Assess the Usefulness and Comparability of Data Acquired with Two Hyper-Spectral Systems. CCIW 2015: 225-235 - [c27]Hiroki Taniguchi, Noriko Kohira, Takashi Ohnishi, Hiroshi Kawahira, Mikael von und zu Fraunberg, Juha E. Jääskeläinen, Markku Hauta-Kasari, Yasuo Iwadate, Hideaki Haneishi:
Improving Convenience and Reliability of 5-ALA-Induced Fluorescent Imaging for Brain Tumor Surgery. MICCAI (3) 2015: 209-217 - 2014
- [j6]Paras Pant, Ville Heikkinen, Ilkka Korpela, Markku Hauta-Kasari, Timo Tokola:
Logistic Regression-Based Spectral Band Selection for Tree Species Classification: Effects of Spatial Scale and Balance in Training Samples. IEEE Geosci. Remote. Sens. Lett. 11(9): 1604-1608 (2014) - [c26]Mika Flinkman, Hannu Laamanen, Pertti Silfsten, Markku Hauta-Kasari, Pasi Vahimaa:
Daylight Colored Optimal Spectra for Improved Color Discrimination. ICISP 2014: 1-8 - [c25]Pauli Fält, Masahiro Yamaguchi, Yuri Murakami, Lauri Laaksonen, Lasse Lensu, Ela Claridge, Markku Hauta-Kasari, Hannu Uusitalo:
Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions. ICISP 2014: 52-60 - [c24]Ana Gebejes, Joni Orava, Niko Penttinen, Ville Heikkinen, Jouni Hiltunen, Markku Hauta-Kasari:
Color and Image Characterization of a Three CCD Seven Band Spectral Camera. ICISP 2014: 96-105 - [c23]Joji Sakamoto, Jennifer Dumont, Laure Fauch, Sarita Keski-Saari, Lars Granlund, Ilkka Porali, Joni Orava, Jouni Hiltunen, Elina Oksanen, Markku Keinänen, Markku Hauta-Kasari:
Natural Vision Data File Format as a New Spectral Image Format for Biological Applications. ICISP 2014: 124-132 - 2013
- [j5]Tapani Hirvonen, Niko Penttinen, Markku Hauta-Kasari, Mika Sorjonen, Kai-Erik Peiponen:
A Wide Spectral Range Reflectance and Luminescence Imaging System. Sensors 13(11): 14500-14510 (2013) - [c22]Zhengzhe Wu, Ville Heikkinen, Markku Hauta-Kasari, Jussi Parkkinen:
Segmentation of Skin Spectral Images Using Simulated Illuminations. CAIP (2) 2013: 274-281 - [c21]G. M. Atiqur Rahaman, Jussi Parkkinen, Markku Hauta-Kasari, Ole Norberg:
Retinal Spectral Image Analysis Methods Using Spectral Reflectance Pattern Recognition. CCIW 2013: 224-238 - [c20]Zhengzhe Wu, Ville Heikkinen, Markku Hauta-Kasari, Jussi Parkkinen, Timo Tokola:
Forest Stand Delineation Using a Hybrid Segmentation Approach Based on Airborne Laser Scanning Data. SCIA 2013: 95-106 - 2012
- [j4]Radovan Josth, Jukka Antikainen, Jirí Havel, Adam Herout, Pavel Zemcík, Markku Hauta-Kasari:
Real-time PCA calculation for spectral imaging (using SIMD and GP-GPU). J. Real Time Image Process. 7(2): 95-103 (2012) - [c19]Jussi Kinnunen, Harri T. Kokkonen, Vuokko Kovanen, Markku Hauta-Kasari, Pasi Vahimaa, Jukka S. Jurvelin:
Changes in collagen cross-linking of articular cartilage are revealed by spectral reflectance imaging. CBMS 2012: 1-4 - [c18]Zhengzhe Wu, Ville Heikkinen, Jussi Parkkinen, Markku Hauta-Kasari:
Utilization of Spectral Information in Clustering based Color Image Segmentation. CGIV 2012: 307-313 - 2011
- [j3]Jukka Antikainen, Jirí Havel, Radovan Josth, Adam Herout, Pavel Zemcík, Markku Hauta-Kasari:
Nonnegative Tensor Factorization Accelerated Using GPGPU. IEEE Trans. Parallel Distributed Syst. 22(7): 1135-1141 (2011) - 2010
- [c17]Jukka Antikainen, Markku Hauta-Kasari, Timo Jääskeläinen, Jussi Parkkinen:
Fast Non-Iterative PCA computation for spectral image analysis using GPU. CGIV/MCS 2010: 554-559
2000 – 2009
- 2009
- [j2]Masayuki Ukishima, Hitomi Kaneko, Toshiya Nakaguchi, Norimichi Tsumura, Markku Hauta-Kasari, Jussi Parkkinen, Yoichi Miyake:
A Simple Method to Measure MTF of Paper and Its Application for Dot Gain Analysis. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 92-A(12): 3328-3335 (2009) - [c16]Pesal Koirala, Markku Hauta-Kasari, Jussi Parkkinen:
Highlight Removal from Single Image. ACIVS 2009: 176-187 - [c15]Paras Pant, Pesal Koirala, Markku Hauta-Kasari, Jussi Parkkinen:
Estimating Color Signal at Different Correlated Color Temperature of Daylight. ACIVS 2009: 587-597 - [c14]Pauli Fält, Jouni Hiltunen, Markku Hauta-Kasari, Iiris Sorri, Valentina Kalesnykiene, Hannu Uusitalo:
Extending Diabetic Retinopathy Imaging from Color to Spectra. SCIA 2009: 149-158 - 2008
- [c13]Vladimir Bochko, Jussi Parkkinen, Markku Hauta-Kasari, Timo Jääskeläinen:
Spectral Color Image Segmentation Using Hidden Markov Models. CGIV/MCS 2008: 467-470 - [c12]Pesal Koirala, Markku Hauta-Kasari, Jouni Hiltunen, Jussi Parkkinen:
Accurate reflectance prediction in multi-angle measurement. CGIV/MCS 2008: 489-493 - [c11]Pesal Koirala, Markku Hauta-Kasari, Jouni Hiltunen, Jussi Parkkinen:
Reflectance Prediction in Multi-Angle Measurement by Wiener Estimation Method. CIC 2008: 221-226 - 2006
- [c10]Tuija Jetsu, Ville Heikkinen, Jussi Parkkinen, Markku Hauta-Kasari, Birgitta Martinkauppi, Seong-Deok Lee, Hyun Wook Ok, Chang-Yeong Kim:
Color Calibration of Digital Camera Using Polynomial Transformation. CGIV 2006: 163-166 - 2005
- [c9]Kimiyoshi Miyata, Hannu Laamanen, Timo Jääskeläinen, Markku Hauta-Kasari, Jussi Parkkinen:
Application of Spectral Information to Investigate Historical Materials - Detection of Metameric Color Area in Icon Images. SCIA 2005: 369-378 - 2004
- [c8]Oili Kohonen, Markku Hauta-Kasari, Kanae Miyazawa, Jussi Parkkinen, Timo Jääskeläinen:
Methods to organize spectral image database. CGIV 2004: 372-375 - [c7]Hannu Laamanen, Timo Jääskeläinen, Markku Hauta-Kasari, Jussi Parkkinen, Kimiyoshi Miyata:
Imaging Spectrograph Based Spectral Imaging System. CGIV 2004: 427-430 - [c6]Juha Purmonen, Markku Hauta-Kasari, Jukka Tuomela:
Comparison of Wavelet and PCA Compression Methods for Spectral Images. CIC 2004: 136-139 - 2003
- [c5]Markku Hauta-Kasari, Kanae Miyazawa, Satoru Toyooka, Jussi Parkkinen, Timo Jääskeläinen:
Spectral Image Acquisition with Rewritable Color Filters. PICS 2003: 166-170 - [c4]Markku Hauta-Kasari, Kanae Miyazawa, Jussi Parkkinen, Timo Jääskeläinen:
Searching Technique in a Spectral Image Database. SCIA 2003: 927-933 - 2001
- [c3]Markku Hauta-Kasari, Juha Lehtonen, Jussi Parkkinen, Timo Jääskeläinen:
Spectral image compression for data communications. Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts 2001: 42-49
1990 – 1999
- 1999
- [j1]Markku Hauta-Kasari, Jussi Parkkinen, Timo Jääskeläinen, Reiner Lenz:
Multi-spectral Texture Segmentation Based on the Spectral Cooccurrence Matrix. Pattern Anal. Appl. 2(4): 275-284 (1999) - 1998
- [c2]Markku Hauta-Kasari, W. Wang, Satoru Toyooka, Jussi Parkkinen, Reiner Lenz:
Unsupervised Filtering of Munsell Spectra. ACCV (1) 1998: 248-255 - 1996
- [c1]Markku Hauta-Kasari, Jussi Parkkinen, Timo Jääskeläinen, Reiner Lenz:
Generalized co-occurrence matrix for multispectral texture analysis. ICPR 1996: 785-789
Coauthor Index
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