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Techn. Fakultät Willkommen am Institut für Informatik FAU-Logo

Dr.-Ing. Firas Mualla

Alumnus of the Pattern Recognition Lab of the Friedrich-Alexander-Universität Erlangen-Nürnberg

Cell segmentation and classification in low-quality microscope images.

Publications

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2018 (1 Publications, Talks and Patents)
Monographs
2017 (1 Publications, Talks and Patents)
Articles in Conference Proceedings
Automatic Preparation of Standard Arabic Phonetically Rich Written Corpora with Different Linguistic Units
Proc. Text, Speech and Dialogue; 20th International Conference, TSD 2017 (Text, Speech and Dialogue; 20th International Conference, TSD 2017), Prague, Czech Republic, 28.-31.08.2017, pp. 201-209, 2017, ISBN 978-3-319-64205-5 (BiBTeX, Who cited this?)
2016 (3 Publications, Talks and Patents)
Dissertations
Journal Articles
International Journal of Computational Linguistics (IJCL), vol. 7, no. 2, pp. 23-37, 2016 (BiBTeX, Who cited this?)
International Journal of Computational Linguistics (IJCL), vol. 7, no. 2, pp. 38-53, 2016 (BiBTeX, Who cited this?)
2015 (2 Publications, Talks and Patents)
Articles in Conference Proceedings
Bier, Bastian; Mualla, Firas; Steidl, Stefan; Bohr, Christopher; Neumann, Helmut; Maier, Andreas; Hornegger, Joachim
Bildverarbeitung für die Medizin 2015 - Algorithmen, Systeme, Anwendungen, Lübeck, 15.03.2015, pp. 413-418, 2015, ISBN 978-3-662-46223-2 (BiBTeX, Who cited this?)
Automatic Robust Rule-Based Phonetization of Standard Arabic
Text, Speech, and Dialogue; 18th International Conference, TSD 2015, Pilsen, Czech Republic, 14.-17.09.2015, pp. 442-451, 2015 (BiBTeX, Who cited this?)
2014 (7 Publications, Talks and Patents)
Journal Articles
Mualla, Firas; Schöll, Simon; Sommerfeldt, Björn; Maier, Andreas; Steidl, Stefan; Buchholz, Rainer; Hornegger, Joachim
International Journal of Computer Assisted Radiology and Surgery, vol. 9, no. 3, pp. 379-386, 2014 (BiBTeX, Who cited this?)
Influence of the phase effect on gradient-based and statistics-based focus measures in bright field microscopy
Journal of Microscopy, vol. 254, no. 2, pp. 65-74, 2014 (BiBTeX, Who cited this?)
Articles in Conference Proceedings
Mualla, Firas; Schöll, Simon; Sommerfeldt, Björn; Steidl, Stefan; Buchholz, Rainer; Hornegger, Joachim
IEEE 11th International Symposium on Biomedical Imaging (ISBI), Beijing, 29.04.2014, pp. 927-930, 2014 (BiBTeX, Who cited this?)
Mualla, Firas; Schöll, Simon; Bohr, Christopher; Neumann, Helmut; Maier, Andreas
Springer Proceedings in Physics 154, Proceedings of InterM (International Multidisciplinary Microscopy Congress), Antalya, Turkey, 10.10.2013, pp. 201-205, 2014 (BiBTeX, Who cited this?)
Schöll, Simon; Mualla, Firas; Sommerfeldt, Björn; Steidl, Stefan; Maier, Andreas
Image Preprocessing Pipeline for Bright-Field Miniature Live Cell Microscopy Prototypes
Springer Proceedings in Physics 154, Proceedings of InterM (International Multidisciplinary Microscopy Congress), Antalya, Turkey, 10.10.2013, pp. 261-267, 2014 (BiBTeX, Who cited this?)
Mualla, Firas; Schöll, Simon; Sommerfeldt, Björn; Maier, Andreas; Steidl, Stefan; Buchholz, Rainer; Hornegger, Joachim
Lecture Notes in Computer Science, Volume 8675, MICCAI 2014 Proceedings, Part III (Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014), Boston, MA, USA, 14.09.2014, pp. 377-384, 2014 (BiBTeX, Who cited this?)
Talks
Improving Joint Learning of Suspended and Adherent Cell Detection Using Low-Pass Monogenic Phase and Transport of Intensity Equation (Talk)
at ISBI (IEEE 11th International Symposium on Biomedical Imaging) in Beijing, China (01.05)
2013 (11 Publications, Talks and Patents)
Journal Articles
Articles in Conference Proceedings
Proceedings des Workshops Bildverarbeitung für die Medizin 2013 (Bildverarbeitung für die Medizin 2013), Heidelberg, 03.03.2013, pp. 170-174, 2013 (BiBTeX, Who cited this?)
Talks
Application of Supervised Cell Detection on Multiple Channels of the COSIR Prototype (Talk)
at PreSens GmbH (COSIR project meeting) in Regensburg (02.12)
Using the Monogenic Signal for Cell-Background Classification in Bright-Field Microscope Images (Talk)
at Abteilung Medizinische und Biologische Informatik Deutsches Krebsforschungszentrum, Heidelberg (Bildverarbeitung für die Medizin 2013) in Heidelberg (05.03)
About Density Estimation, Detection, and Vitality (Talk)
at Institute of Bioprocess Engineering (COSIR workshop) in Erlangen (20.02)
Evaluation of Three Cell Detection Algorithms on Standard Bright-Field Microscope Images and Cell Density Estimation on COSIR-Prototype Images (Talk)
at PreSens GmbH (COSIR project meeting) in Regensburg (05.07)
Improving Cell Detection Accuracy Using Agglomerative Hierarchical Clustering (Talk)
at Siemens AG (LME-Siemens meeting) in Munich (06.06)
Sembritzki, Klaus; Mualla, Firas; Petrovic, Aleksandar; Maier, Andreas; Schmidt, Sebastian; Heismann, Björn; Hornegger, Joachim; Kornhuber, Johannes
at Organization for Human Brain Mapping (19th Annual Meeting of the Organization for Human Brain Mapping) in Seattle, WA, USA (18.06.)
Mualla, Firas; Schöll, Simon; Bohr, Christopher; Neumann, Helmut; Maier, Andreas
(International Multidisciplinary Microscopy Congress) in Antalya, Turkey (11.10)
Image Analysis Methods for Monitoring of Cell Cultures (Talk)
at Institute of Clinical Microbiology, Immunology and Hygiene (Kick-Off Symposium Optical Imaging Center Erlangen (OICE)) in Erlangen (23.08)
Image Preprocessing Pipeline for Bright-Field Miniature Live Cell Microscopy Prototypes (Talk)
at Limak Limra International Hotels (International Multidisciplinary Microscopy Congress) in Antalya, Turkey (11.10)
2012 (3 Publications, Talks and Patents)
Journal Articles
Physics in Medicine and Biology, vol. 57, no. 9, pp. 2555-2573, 2012 (BiBTeX, Who cited this?)
Talks
Cell Density Estimation and Cell Detection (Talk)
at Pattern Recognition Lab (COSIR project meeting) in Erlangen (18.09)
Learning-Based Cell Detection with Evaluation on Simulated Images (Talk)
at ASTRUM IT GmbH (COSIR project meeting) in Erlangen (17.04)
2011 (2 Publications, Talks and Patents)
Talks
Cell Counting by Learning Intensity Profiles (Talk)
at Institute of Bioprocess Engineering (COSIR project meeting) in Erlangen (18.10)
Vessel Diseases Detection in 3D Digital Subtraction Angiography Images (Talk)
at Siemens AG, Imaging & Therapy Division (feasibility study) in Forchheim (04.05)