Generalized co-occurrence matrix for multispectral texture analysis. - Markku Hauta-Kasari; Jussi Parkkinen; Timo Jääskeläinen; Reiner Lenz (ICPR, 1996)

Unsupervised Filtering of Munsell Spectra. - Markku Hauta-Kasari; W. Wang; Satoru Toyooka; Jussi Parkkinen; Reiner Lenz (ACCV (1), 1998)

Multi-spectral Texture Segmentation Based on the Spectral Cooccurrence Matrix. - Markku Hauta-Kasari; Jussi Parkkinen; Timo Jääskeläinen; Reiner Lenz (Pattern Anal. Appl., 1999)

Spectral image compression for data communications. - Markku Hauta-Kasari; Juha Lehtonen; Jussi Parkkinen; Timo Jääskeläinen (Color Imaging: Device-Independent Color, Color Hardcopy, and Graphic Arts, 2001)

Spectral Image Acquisition with Rewritable Color Filters. - Markku Hauta-Kasari; Kanae Miyazawa; Satoru Toyooka; Jussi Parkkinen; Timo Jääskeläinen (PICS, 2003)

Searching Technique in a Spectral Image Database. - Markku Hauta-Kasari; Kanae Miyazawa; Jussi Parkkinen; Timo Jääskeläinen (SCIA, 2003)

Methods to organize spectral image database. - Oili Kohonen; Markku Hauta-Kasari; Kanae Miyazawa; Jussi Parkkinen; Timo Jääskeläinen (CGIV, 2004)

Imaging Spectrograph Based Spectral Imaging System. - Hannu Laamanen; Timo Jääskeläinen; Markku Hauta-Kasari; Jussi Parkkinen; Kimiyoshi Miyata (CGIV, 2004)

Comparison of Wavelet and PCA Compression Methods for Spectral Images. - Juha Purmonen; Markku Hauta-Kasari; Jukka Tuomela (CIC, 2004)

Application of Spectral Information to Investigate Historical Materials - Detection of Metameric Color Area in Icon Images. - Kimiyoshi Miyata; Hannu Laamanen; Timo Jääskeläinen; Markku Hauta-Kasari; Jussi Parkkinen (SCIA, 2005)

Color Calibration of Digital Camera Using Polynomial Transformation. - Tuija Jetsu; Ville Heikkinen; Jussi Parkkinen; Markku Hauta-Kasari; Birgitta Martinkauppi; Seong-Deok Lee; Hyun Wook Ok; Chang-Yeong Kim (CGIV, 2006)

Spectral Color Image Segmentation Using Hidden Markov Models. - Vladimir Bochko; Jussi Parkkinen; Markku Hauta-Kasari; Timo Jääskeläinen (CGIV/MCS, 2008)

Accurate reflectance prediction in multi-angle measurement. - Pesal Koirala; Markku Hauta-Kasari; Jouni Hiltunen; Jussi Parkkinen (CGIV/MCS, 2008)

Reflectance Prediction in Multi-Angle Measurement by Wiener Estimation Method. - Pesal Koirala; Markku Hauta-Kasari; Jouni Hiltunen; Jussi Parkkinen (CIC, 2008)

Highlight Removal from Single Image. - Pesal Koirala; Markku Hauta-Kasari; Jussi Parkkinen (ACIVS, 2009)

Estimating Color Signal at Different Correlated Color Temperature of Daylight. - Paras Pant; Pesal Koirala; Markku Hauta-Kasari; Jussi Parkkinen (ACIVS, 2009)

Extending Diabetic Retinopathy Imaging from Color to Spectra. - Pauli Fält; Jouni Hiltunen; Markku Hauta-Kasari; Iiris Sorri; Valentina Kalesnykiene; Hannu Uusitalo (SCIA, 2009)

A Simple Method to Measure MTF of Paper and Its Application for Dot Gain Analysis. - Masayuki Ukishima; Hitomi Kaneko; Toshiya Nakaguchi; Norimichi Tsumura; Markku Hauta-Kasari; Jussi Parkkinen; Yoichi Miyake (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2009)

Fast Non-Iterative PCA computation for spectral image analysis using GPU. - Jukka Antikainen; Markku Hauta-Kasari; Timo Jääskeläinen; Jussi Parkkinen (CGIV/MCS, 2010)

Nonnegative Tensor Factorization Accelerated Using GPGPU. - Jukka Antikainen; Jirí Havel; Radovan Josth; Adam Herout; Pavel Zemcík; Markku Hauta-Kasari (IEEE Trans. Parallel Distributed Syst., 2011)

Changes in collagen cross-linking of articular cartilage are revealed by spectral reflectance imaging. - Jussi Kinnunen; Harri T. Kokkonen; Vuokko Kovanen; Markku Hauta-Kasari; Pasi Vahimaa; Jukka S. Jurvelin (CBMS, 2012)

Utilization of Spectral Information in Clustering based Color Image Segmentation. - Zhengzhe Wu; Ville Heikkinen; Jussi Parkkinen; Markku Hauta-Kasari (CGIV, 2012)

Real-time PCA calculation for spectral imaging (using SIMD and GP-GPU). - Radovan Josth; Jukka Antikainen; Jirí Havel; Adam Herout; Pavel Zemcík; Markku Hauta-Kasari (J. Real Time Image Process., 2012)

Segmentation of Skin Spectral Images Using Simulated Illuminations. - Zhengzhe Wu; Ville Heikkinen; Markku Hauta-Kasari; Jussi Parkkinen (CAIP (2), 2013)

Retinal Spectral Image Analysis Methods Using Spectral Reflectance Pattern Recognition. - G. M. Atiqur Rahaman; Jussi Parkkinen; Markku Hauta-Kasari; Ole Norberg (CCIW, 2013)

Forest Stand Delineation Using a Hybrid Segmentation Approach Based on Airborne Laser Scanning Data. - Zhengzhe Wu; Ville Heikkinen; Markku Hauta-Kasari; Jussi Parkkinen; Timo Tokola (SCIA, 2013)

A Wide Spectral Range Reflectance and Luminescence Imaging System. - Tapani Hirvonen; Niko Penttinen; Markku Hauta-Kasari; Mika Sorjonen; Kai-Erik Peiponen (Sensors, 2013)

Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions. - Pauli Fält; Masahiro Yamaguchi; Yuri Murakami; Lauri Laaksonen; Lasse Lensu; Ela Claridge; Markku Hauta-Kasari; Hannu Uusitalo (ICISP, 2014)

Daylight Colored Optimal Spectra for Improved Color Discrimination. - Mika Flinkman; Hannu Laamanen; Pertti Silfsten; Markku Hauta-Kasari; Pasi Vahimaa (ICISP, 2014)

Color and Image Characterization of a Three CCD Seven Band Spectral Camera. - Ana Gebejes; Joni Orava; Niko Penttinen; Ville Heikkinen; Jouni Hiltunen; Markku Hauta-Kasari (ICISP, 2014)

Natural Vision Data File Format as a New Spectral Image Format for Biological Applications. - Joji Sakamoto; Jennifer Dumont; Laure Fauch; Sarita Keski-Saari; Lars Granlund; Ilkka Porali; Joni Orava; Jouni Hiltunen; Elina Oksanen; Markku Keinänen; Markku Hauta-Kasari (ICISP, 2014)

Logistic Regression-Based Spectral Band Selection for Tree Species Classification: Effects of Spatial Scale and Balance in Training Samples. - Paras Pant; Ville Heikkinen; Ilkka Korpela; Markku Hauta-Kasari; Timo Tokola (IEEE Geosci. Remote. Sens. Lett., 2014)

Accuracy in Colour Reproduction: Using a ColorChecker Chart to Assess the Usefulness and Comparability of Data Acquired with Two Hyper-Spectral Systems. - Tatiana Vitorino; Andrea Casini; Costanza Cucci; Ana Gebejes; Jouni Hiltunen; Markku Hauta-Kasari; Marcello Picollo; Lorenzo Stefani (CCIW, 2015)

Improving Convenience and Reliability of 5-ALA-Induced Fluorescent Imaging for Brain Tumor Surgery. - Hiroki Taniguchi; Noriko Kohira; Takashi Ohnishi; Hiroshi Kawahira; Mikael von und zu Fraunberg; Juha E. Jääskeläinen; Markku Hauta-Kasari; Yasuo Iwadate; Hideaki Haneishi (MICCAI (3), 2015)

Thermal and hyperspectral imaging for Norway spruce (Picea abies) seeds screening. - 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; et al. (Comput. Electron. Agric., 2015)

Applicability of LED-Based Light Sources for Diabetic Retinopathy Detection in Retinal Imaging. - Piotr Bartczak; Pauli Fält; Markku Hauta-Kasari (CBMS, 2016)

An LED-Based Tunable Illumination for Diverse Medical Applications. - Piotr Bartczak; Ana Gebejes; Pauli Fält; Markku Hauta-Kasari (CBMS, 2016)

SPEED: SPectral eye vidEo database. - Ana Gebejes; Pauli Fält; Roman Bednarik; Markku Hauta-Kasari (UbiComp Adjunct, 2016)

Texture Characterization by Grey-Level Co-occurrence Matrix from a Perceptual Approach. - Ana Gebejes; Rafael Huertas; Alain Trémeau; Ivana Tomic; Pooshpanjan Roy Biswas; Charlotte J. Fraza; Markku Hauta-Kasari (CIC, 2016)

Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions. - Lauri Laaksonen; Antti Hannuksela; Ela Claridge; Pauli Fält; Markku Hauta-Kasari; Hannu Uusitalo; Lasse Lensu (IPTA, 2016)

Spectral video construction from RGB video: Application to Image Guided Neurosurgery. - Abul Hasnat 001; Jussi Parkkinen; Markku Hauta-Kasari (CoRR, 2016)

Comparison of image registration methods for composing spectral retinal images. - Lauri Laaksonen; Ela Claridge; Pauli Fält; Markku Hauta-Kasari; Hannu Uusitalo; Lasse Lensu (Biomed. Signal Process. Control., 2017)

Performance comparison of publicly available retinal blood vessel segmentation methods. - Pavel Vostatek; Ela Claridge; Hannu Uusitalo; Markku Hauta-Kasari; Pauli Fält; Lasse Lensu (Comput. Medical Imaging Graph., 2017)

Spectral Video in Image-Guided Microsurgical Applications: Integrating Imaging Technology into the Clinical Environment and Ergonomic Considerations. - Piotr Bartczak; Hana Vrzakova; Roman Bednarik; Matti Iso-Mustajarvi; Markku Hauta-Kasari; Juha E. Jääskeläinen; Mikael von und zu Fraunberg; Antti-Pekka Elomaa (CBMS, 2018)

Hyperspectral Image Segmentation of Retinal Vasculature, Optic Disc and Macula. - Azat Garifullin; Peeter Koobi; Pasi Ylitepsa; Kati Adjers; Markku Hauta-Kasari; Hannu Uusitalo; Lasse Lensu (DICTA, 2018)

Spectral Image Enhancement for the Visualization of Dental Lesions. - Pauli Fält; Joni Hyttinen; Laure Fauch; Anni Riepponen; Arja Kullaa; Markku Hauta-Kasari (ICISP, 2018)

Contrast Enhancement of Dental Lesions by Light Source Optimisation. - Joni Hyttinen; Pauli Fält; Laure Fauch; Anni Riepponen; Arja Kullaa; Markku Hauta-Kasari (ICISP, 2018)

Deep Learning for Dental Hyperspectral Image Analysis. - Oleksandr Boiko; Joni Hyttinen; Pauli Fält; Heli Jäsberg; Arash Mirhashemi; Arja Kullaa; Markku Hauta-Kasari (CIC, 2019)

Optimization of Surgical Illuminant Spectra for Organ Microstructure Visualization. - Yoko Kurabuchi; Kazuya Nakano; Takashi Ohnishi; Toshiya Nakaguchi; Markku Hauta-Kasari; Hideaki Haneishi (IEEE Access, 2019)

RGB Camera-Based Imaging of Oxygen Saturation and Hemoglobin Concentration in Ocular Fundus. - Kazuya Nakano; Ryosuke Hirofuji; Takashi Ohnishi; Markku Hauta-Kasari; Izumi Nishidate; Hideaki Haneishi (IEEE Access, 2019)

Optimal design of illuminant for improving intraoperative color appearance of organs. - Yoko Kurabuchi; Kina Murai; Kazuya Nakano; Takashi Ohnishi; Toshiya Nakaguchi; Markku Hauta-Kasari; Hideaki Haneishi (Artif. Life Robotics, 2019)

A Novel Approach to Using Spectral Imaging to Classify Dyes in Colored Fibers. - G. M. Atiqur Rahaman; Jussi Parkkinen; Markku Hauta-Kasari (Sensors, 2020)

Computational Filters for Dental and Oral Lesion Visualization in Spectral Images. - Joni Hyttinen; Pauli Fält; Heli Jäsberg; Arja Kullaa; Markku Hauta-Kasari (IEEE Access, 2021)

Towards Clinical Hyperspectral Imaging (HSI) Standards: Initial Design for a Microneurosurgical HSI Database. - 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 (CBMS, 2022)

The Optimization of the Light-Source Spectrum Utilizing Neural Networks for Detecting Oral Lesions. - Kenichi Ito; Hiroshi Higashi; Ari Hietanen; Pauli Fält; Kyoko Hine; Markku Hauta-Kasari; Shigeki Nakauchi (J. Imaging, 2023)

Lighting Spectrum Optimization With Deep Learning for Moss Species Classification. - Kenichi Ito; Pauli Fält; Markku Hauta-Kasari; Shigeki Nakauchi (IEEE Access, 2025)