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Firas Mualla
Firas Mualla
ZF Group
Verified email at cs.fau.de
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Year
Automatic cell detection in bright-field microscope images using SIFT, random forests, and hierarchical clustering
F Mualla, S Schöll, B Sommerfeldt, A Maier, J Hornegger
IEEE transactions on medical imaging 32 (12), 2274-2286, 2013
772013
Inspect, understand, overcome: A survey of practical methods for ai safety
S Houben, S Abrecht, M Akila, A Bär, F Brockherde, P Feifel, ...
Deep Neural Networks and Data for Automated Driving: Robustness, Uncertainty …, 2022
542022
Rearview device simulation
A Herrmann, M Schwalb, F Linsenmaier, O Eder, I Rötzer, T Jochmann, ...
US Patent 11,256,931, 2022
212022
The random forest classifier in WEKA: Discussion and new developments for imbalanced data
M Amrehn, F Mualla, E Angelopoulou, S Steidl, A Maier
arXiv preprint arXiv:1812.08102, 2018
182018
Rear view mirror simulation
I Rötzer, A Herrmann, O Eder, F Linsenmaier, F Mualla
US Patent 10,703,299, 2020
162020
Unsupervised unstained cell detection by SIFT keypoint clustering and self-labeling algorithm
F Mualla, S Schöll, B Sommerfeldt, A Maier, S Steidl, R Buchholz, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2014: 17th …, 2014
162014
Rear view mirror simulation
A Herrmann, M Schwalb, F Linsenmaier, O Eder, F Mualla
US Patent 10,800,329, 2020
112020
Book Chapter: Microscopy
F Mualla, M Aubreville, A Maier
Medical Imaging Systems, 69-90, 2018
8*2018
Using the monogenic signal for cell-background classification in bright-field microscope images
F Mualla, S Schöll, B Sommerfeldt, J Hornegger
Bildverarbeitung für die Medizin 2013: Algorithmen-Systeme-Anwendungen …, 2013
82013
Improving joint learning of suspended and adherent cell detection using low-pass monogenic phase and transport of intensity equation
F Mualla, S Schöll, B Sommerfeldt, S Steidl, R Buchholz, J Hornegger
2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), 927-930, 2014
72014
Rule-based standard Arabic Phonetization at phoneme, allophone, and syllable level
F Sindran, F Mualla, T Haderlein, K Daqrouq, E Nöth
International Journal of Computational Linguistics (IJCL) 7 (2), 23-37, 2016
52016
Band-pass filter design by segmentation in frequency domain for detection of epithelial cells in endomicroscope images
B Bier, F Mualla, S Steidl, C Bohr, H Neumann, A Maier, J Hornegger
Bildverarbeitung für die Medizin 2015: Algorithmen-Systeme-Anwendungen …, 2015
52015
Epithelial cell detection in endomicroscopy images of the vocal folds
F Mualla, S Schöll, C Bohr, H Neumann, A Maier
International Multidisciplinary Microscopy Congress: Proceedings of InterM …, 2014
52014
Automatic preparation of standard arabic phonetically rich written corpora with different linguistic units
F Sindran, F Mualla, T Haderlein, K Daqrouq, E Nöth
Text, Speech, and Dialogue: 20th International Conference, TSD 2017, Prague …, 2017
32017
Automatic phonetization-based statistical linguistic study of standard Arabic
F Sindran, F Mualla, T Haderlein, K Daqrouq, E Nöth
Int. J. Comput. Linguist.(IJCL) 7, 38-53, 2016
32016
Using the low-pass monogenic signal framework for cell/background classification on multiple cell lines in bright-field microscope images
F Mualla, S Schöll, B Sommerfeldt, A Maier, S Steidl, R Buchholz, ...
International Journal of Computer Assisted Radiology and Surgery 9, 379-386, 2014
32014
Automatic Robust Rule-Based Phonetization of Standard Arabic
F Sindran, F Mualla, K Bobzin, E Nöth
International Conference on Text, Speech, and Dialogue, 442-451, 2015
2*2015
Influence of the phase effect on gradient‐based and statistics‐based focus measures in bright field microscopy
S Schöll, F Mualla, B Sommerfeldt, S Steidl, A Maier, R Buchholz, ...
Journal of Microscopy 254 (2), 65-74, 2014
22014
Toward automatic detection of vessel stenoses in cerebral 3D DSA volumes
F Mualla, M Pruemmer, D Hahn, J Hornegger
Physics in Medicine & Biology 57 (9), 2555, 2012
22012
Rearview device simulation
T Jochmann, A Herrmann, M Schwalb, F Mualla, M Kauffmann, T Steder
US Patent App. 17/511,161, 2022
12022
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