Publications

Journal Articles and Book Chapters
[1] Laaksonen, Lauri; Claridge, Ela; Fält, Pauli; Hauta-Kasari, Markku; Uusitalo, Hannu; Lensu, Lasse. Comparison of image registration methods for composing spectral retinal images, In Biomedical Signal Processing and Control, vol. 36, pages 234-245, 2017. [bib] [doi]
[2] Bartczak, Piotr; Fält, Pauli; Penttinen, Niko; Ylitepsa, Pasi; Laaksonen, Lauri; Lensu, Lasse; Hauta-Kasari, Markku; Uusitalo, Hannu. Spectrally optimal illuminations for diabetic retinopathy detection in retinal imaging, In Optical Review, pages 1-12, 2016. [bib] [doi]
[3] Vostatek, Pavel; Claridge, Ela; Uusitalo, Hannu; Hauta-Kasari, Markku; Fält, Pauli; Lensu, Lasse. Performance comparison of publicly available retinal blood vessel segmentation methods, In Computerized Medical Imaging and Graphics, 2016. (Accepted for publication) [bib] [doi]
[4] Bartczak, Piotr; Cerane, Daiga; Fält, Pauli; Ylitepsa, Pasi; Hietanen, Elina; Penttinen, Niko; Laaksonen, Lauri; Lensu, Lasse; Hauta-Kasari, Markku; Uusitalo, Hannu. Spectrally Tunable Light Source Based on Digital Micromirror Device for Retinal Image Contrast-enhancement, In Lithuanian Journal of Physics, vol. 55, no. 3, pages 174-181, 2015. [bib] [doi]
Refereed Conference Papers
[1] Laaksonen, Lauri; Hannuksela, Antti; Claridge, Ela; Fält, Pauli; Hauta-Kasari, Markku; Uusitalo, Hannu; Lensu, Lasse. Evaluation of feature sensitivity to training data inaccuracy in detection of retinal lesions, In The Sixth International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Oulu, Finland, 12-15 December 2016, 2016. [bib]
[2] Nguyen, Uyen; Laaksonen, Lauri; Uusitalo, Hannu; Lensu, Lasse. Reconstruction of retinal spectra from RGB data using a RBF network, In The Sixth International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Oulu, Finland, 12-15 December 2016, 2016. [bib]
[3] Laaksonen, Lauri; Herttuainen, Joni; Uusitalo, Hannu; Lensu, Lasse. Segmentation refinement with Stable Probability Regions, In 2nd MICCAI Workshop on Ophthalmic Medical Image Analysis, MW-OMIA2 2015, Munich, Germany, 9th Oct 2015, 2015. [bib]
[4] Vostatek, Pavel; Claridge, Ela; Fält, Pauli; Hauta-Kasari, Markku; Uusitalo, Hannu; Lensu, Lasse. Evaluation of publicly available blood vessel segmentation methods for retinal images, In 2nd MICCAI Workshop on Ophthalmic Medical Image Analysis, MW-OMIA2 2015, Munich, Germany, 9th Oct 2015, 2015. [bib]
[5] Fält, Pauli; Yamaguchi, Masahiro; Murakami, Yuri; Laaksonen, Lauri; Lensu, Lasse; Claridge, Ela; Hauta-Kasari, Markku; Uusitalo, Hannu. Multichannel Spectral Image Enhancement for Visualizing Diabetic Retinopathy Lesions, In International Symposium on Multispectral Colour Science, MCS 2014, Springer, vol. 8509, pages 52-60, Cherbourg, Normandy, France, June 30--July 2, 2014. [bib] [doi]
[6] Laaksonen, Lauri; Claridge, Ela; Fält, Pauli; Hauta-Kasari, Markku; Uusitalo, Hannu; Lensu, Lasse. Comparison of Image Registration Methods for Composing Spectral Retinal Images, In Proceedings of the Ophthalmic Medical Image Analysis, First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014, Iowa Research Online, pages 57-64, Boston, Massachusetts, September 14, 2014. () [bib]
Theses
[1] Vostatek, Pavel. Blood vessel segmentation in the analysis of retinal and diaphragm images, PhD thesis, Lappeenranta University of Technology, 2018. [bib]
[2] Laaksonen, Lauri. Spectral retinal image processing and analysis for ophthalmology, PhD thesis, Lappeenranta University of Technology, 2016. [bib]