13133 / 13163 - Biomedical imaging algorithms

Publications 2016

Papers in WoS Journals

MOJZIS, F., J. KUKAL, and J. ŠVIHLÍK. Point Spread Functions in Identification of Astronomical Objects from Poisson Noised Image. Radioengineering. 2016, 25(1), 169-176. ISSN 1210-2512. DOI 10.13164/re.2016.0169.

HABART, D., et al. Automated Analysis of Microscopic Images of Isolated Pancreatic Islets. Cell Transplantation. 2016, 25(12), 2145-2156. ISSN 0963-6897. DOI 10.3727/096368916X692005.

Conference Proceedings

KRBCOVÁ, Z., et al. Fast Estimate of Hartley Entropy in Image Sharpening. In: TESCHER, A. G., ed. Applications of Digital Image Processing XXXIX. San Diego, California, 2016-08-29/2016-09-01. Bellingham: SPIE, 2016. Proceedings of SPIE. ISSN 0277-786X. ISBN 978-1-5106-0333-2. DOI 10.1117/12.2237743.

MALINKA, F. Proposal For a Finding Consensus Among Discriminative Motifs in the Task of mRNA Localization in Drosophila melanogaster. In: HUSNÍK, L., ed. Proceedings of the 20th International Scientific Student Conferenece POSTER 2016. 20th International Student Conference on Electrical Engineering, Praha, 2016-05-24. Praha: Czech Technical University in Prague, 2016. p. 1-4. ISBN 978-80-01-05950-0. Available from: http://radio.feld.cvut.cz/conf/poster/proceedings/Section_ICS/ICS_089_Malinka.pdf

CARBAJAL-DEGANTE, E., et al. Texel-based image classification with orthogonal bases. In: SCHELKENS, P., et al., eds. Proceedings of SPIE - The International Society for Optical Engineering. SPIE Photonics Europe 2016, Brusel, 2016-04-03/2016-04-07. Bellingham (stát Washington): SPIE, 2016. SPIE. vol. 9896. ISSN 1996-756X. ISBN 978-1-5106-0141-3. DOI 10.1117/12.2228694. Available from: ftp://cmp.felk.cvut.cz/pub/cmp/articles/kybic/Carbajal-SPIE2016.pdf

ŠVIHLÍK, J., J. KYBIC, and D. HABART. Automated separation of merged Langerhans islets. In: STYNER, M.A., E.D. ANGELINI, and E.D. ANGELINI, eds. Medical Imaging 2016: Image Processing. SPIE Medical Imaging 2016, San Diego, 2016-03-01/2016-03-03. Bellingham: SPIE, 2016. SPIE. vol. 9784. ISSN 1605-7422. ISBN 978-1-5106-0019-5. DOI 10.1117/12.2216798.

NAVA VELAZCO, U., et al. Characterization of Hematologic Malignancies based on Discrete Orthogonal Moments. In: Image Processing Theory Tools and Applications. 6th International Conference on Image Processing Theory Tools and Applications, Oulu, 2016-12-12/2016-12-15. Piscataway: IEEE, 2016. ISSN 2154-512X. ISBN 978-1-4673-8910-5. DOI 10.1109/IPTA.2016.7821039.

DVOŘÁK, J., et al. Comparison of volume estimation methods for pancreatic islet cells. In: GIMI, B. and A. KROL, eds. Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging. SPIE Medical Imaging 2016, San Diego, 2016-03-01/2016-03-03. Bellingham: SPIE, 2016. SPIE. vol. 9788. ISSN 1605-7422. ISBN 978-1-5106-0023-2. DOI 10.1117/12.2216783.

KLÉMA, J., F. MALINKA, and F. ŽELEZNÝ. Semantic Biclustering: A New Way to Analyze and Interpret Gene Expression Data. In: Bioinformatics Research and Applications. 12th International Symposium on Bioinformatics Research and Applications (ISBRA), Minsk, 2016-06-05/2016-06-08. Heidelberg: Springer, 2016. p. 332-333. ISSN 0302-9743. ISBN 978-3-319-38781-9. DOI 10.1007/978-3-319-38782-6.

NAVA VELAZCO, U., et al. Classification of tumor epithelium and stroma in colorectal cancer based on discrete tchebichef moments. In: CLIP 2015: Proceedings of the 4th MICCAIA Workshop on Clinical Image-Based Procedures. CLIP2015: 4th MICCAIA Workshop on Clinical Image-based Procedures - Translational Research in Medical Imaging, Munich, 2015-10-05. Cham: Springer, 2016. p. 79-87. LNCS. vol. 9401. ISSN 0302-9743. ISBN 978-3-319-31807-3. DOI 10.1007/978-3-319-31808-0_10.

KUKAL, J., et al. Meteor tracking via local pattern clustering in spatio-temporal domain. In: TESCHER, A. G., ed. Applications of Digital Image Processing XXXIX. San Diego, California, 2016-08-29/2016-09-01. Bellingham: SPIE, 2016. Proceedings of SPIE. ISSN 0277-786X. ISBN 978-1-5106-0333-2. DOI 10.1117/12.2237649.

MALINKA, F., J. KLÉMA, and F. ŽELEZNÝ. Sémantická dvojshluková analýza dat genové exprese. In: ČECH, P. and D. SVOZIL, eds. Konferenční sborník ENBIK 2016. ENBIK 2016 - Národní bioinformatická konference, Loučeň, 2016-06-16/2016-06-15. Praha: Vysoká škola chemicko-technologická v Praze. Centrální laboratoře, 2016. ISBN 978-80-7080-960-0.

Research Reports

MARTÍNEZ-MARTÍNEZ, F. and J. KYBIC. Semi-supervised learning using clustering, random forest and belief propagation. [Research Report] 2016.

BOROVEC, J. and J. KYBIC. Binary pattern dictionary learning for gene expression representation in Drosophila imaginal discs. [Research Report] Praha: ČVUT FEL, Katedra kybernetiky - Centrum strojového vnímání, 2016. Report no. CTU--CMP--2016--10. ISSN 1213-2365.