Lehrstuhl für Informatik 5 (Mustererkennung)


Description:


   Researchers and students at Pattern Recognition Lab (LME) work on the development and implementation of algorithms to classify and analyze patterns like images or speech. The research is mostly interdisciplinary and is focussed on medical- and health engineering. The LME has close national and international collaborations with other universities, research institutes and industrial partners.



A summary of the projects at the Pattern Recognition Lab is available for download as a comprehensive brochure (PDF)


Address:
Martensstraße 3
91058 Erlangen



Subordinate Organisational Units

Juniorprofessur für Medizinische Bildverarbeitung
Professur für Informatik (Mustererkennung)
Stiftungs-Juniorprofessur für Sportinformatik (Digital Sports) - Reallocation / Closing


Research Fields

Big Data Applications
Medical Image Processing
Pattern Recognition & Machine Learning
Speech Processing and Understanding


Related Project(s)


(GRK 1773: Heterogene Bildsysteme):
RTG 1773: Heterogeneous Image Systems, Project C1
Prof. Dr. Rebecca Fahrig; Prof. Dr.-Ing. Andreas Maier
(01/10/2012 - 31/03/2017)


Open Access Publishing
Prof. Dr.-Ing. Joachim Hornegger
(01/01/2010 - 31/12/2019)



Publications (Download BibTeX)

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Timotius, I., Canneva, F., Minakaki, G., Pasluosta, C.F., Moceri, S., Casadei, N.,... Eskofier, B. (2018). Dynamic footprints of α-synucleinopathic mice recorded by CatWalk gait analysis. Data in Brief, 17, 189-193. https://dx.doi.org/10.1016/j.dib.2017.12.067
Rybakov, O., Stromer, D., Mischewski, I., & Maier, A. (2018). Segmentation of Fat and Fascias in Canine Ultrasound Images. (pp. 6). Hörsäle Medizin Kleiner Hörsaal Ulmenweg 18 91054 Erlangen, DE: Berlin, Heidelberg: Springer Vieweg.
Timotius, I., Canneva, F., Minakaki, G., Pasluosta, C.F., Moceri, S., Casadei, N.,... Eskofier, B. (2018). Dynamic footprint based locomotion sway assessment in α-synucleinopathic mice using Fast Fourier Transform and Low Pass Filter. Journal of Neuroscience Methods, 296, 1-11. https://dx.doi.org/10.1016/j.jneumeth.2017.12.004
Aubreville, M., Goncalves, M., Knipfer, C., Oetter, N., Würfl, T., Neumann, H.,... Maier, A. (2018). Patch-based Carcinoma Detection on Confocal Laser Endomicroscopy Images - A Cross-Site Robustness Assessment. In Sheldon Wiebe, Hugo Gamboa,Ana Fred, Sergi Bermúdez i Badia (Eds.), Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018) (pp. 27-34). Funchal, Madeira, Portugal, PT: SCITEPRESS – Science and Technology Publications, Lda.
Schmidkonz, C., Hollweg, C., Beck, M., Reinfelder, J., Götz, T., Sanders, J.,... Ritt, P. (2018). 99m Tc-MIP-1404-SPECT/CT for the detection of PSMA-positive lesions in 225 patients with biochemical recurrence of prostate cancer. Prostate, 78(1), 54-63. https://dx.doi.org/10.1002/pros.23444
Haji Ghassemi, N., Hannink, J., Martindale, C., Gaßner, H., Müller, M., Klucken, J., & Eskofier, B. (2018). Segmentation of Gait Sequences in Sensor-Based Movement Analysis: A Comparison of Methods in Parkinson’s Disease. Sensors.
Stoffel Antunes, R., Adams Seewald, L., Facco Rodrigues, V., Andre da Costa, C., da Silveira Junior, L.G., da Rosa Righi, R.,... Campanatti, G. (2018). A Survey of Sensors in Healthcare Workflow Monitoring. ACM Computing Surveys, 51(2). https://dx.doi.org/10.1145/3177852
Rybakov, O., Bier, B., Maier, J., Unberath, M., & Maier, A. (2017). Simultaneous Generation of X-ray and Range Images using XCAT under Motion. In Simultaneous Generation of X-ray and Range Images using XCAT under Motion. Atlanta, Georgia, US.
Pasluosta, C.F., Steib, S., Klamroth, S., Gaßner, H., Goßler, J., Hannink, J.,... Eskofier, B. (2017). Acute Neuromuscular Adaptations in the Postural Control of Patients with Parkinson’s disease after Perturbed Walking. Frontiers in Aging Neuroscience, 9, 316. https://dx.doi.org/10.3389/fnagi.2017.00316
Aubreville, M., Knipfer, C., Oetter, N., Jaremenko, C., Rodner, E., Denzler, J.,... Maier, A. (2017). Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning. Scientific Reports, 7(1), s41598-017. https://dx.doi.org/10.1038/s41598-017-12320-8
Aubreville, M., Krappmann, M., Klopfleisch, R., Bertram, C., & Maier, A. (2017). A Guided Spatial Transformer Network
for Histology Cell Differentiation. In Stefan Bruckner, Anja Hennemuth, Bernhard Kainz, Ingrid Hotz, Dorit Merhof and Christian Rieder (Eds.), Eurographics Workshop on Visual Computing for Biology and Medicine (pp. 021-025). Bremen, DE: Eurographics Digital Library.
Maier, J., Black, M., Bonaretti, S., Bier, B., Eskofier, B., Choi, J.-H.,... Maier, A. (2017). Comparison of Different Approaches for Measuring Tibial Cartilage Thickness. Journal of integrative bioinformatics, 14(2). https://dx.doi.org/10.1515/jib-2017-0015
Magaraggia, J., Wei, W., Weiten, M., Kleinszig, G., Vetter, S., Franke, J.,... Hornegger, J. (2017). Design and evaluation of a portable intra-operative unified-planning-and-guidance framework applied to distal radius fracture surgery. International journal of computer assisted radiology and surgery, 12(1), 77-90. https://dx.doi.org/10.1007/s11548-016-1432-1
Stelzle, F., Riemann, M., Klein, A., Oetter, N., Rohde, M., Maier, A.,... Knipfer, C. (2017). Long-term Outcome of Speech Intelligibility in Maxillary Dental Rehabilitation with Full Dentures: A Prospective Study Using Automatic Speech Quantification. International Journal of Prosthodontics, 30(5), 419-425. https://dx.doi.org/10.11607/ijp.5239
Morgner, P., Müller, C., Ring, M., Eskofier, B., Rieß, C., Armknecht, F., & Benenson, Z. (2017). Privacy Implications of Room Climate Data. In Proceedings of the 22nd European Symposium on Research in Computer Security (pp. 324-343). Oslo, NO.
Ring, M., Lohmueller, C., Rauh, M., Mester, J., & Eskofier, B. (2017). Salivary Markers for Quantitative Dehydration Estimation During Physical Exercise. IEEE Journal of Biomedical and Health Informatics, 21(5), 1306-1314. https://dx.doi.org/10.1109/JBHI.2016.2598854
Riess, C., Unberath, M., Naderi Bodaji, F., Pfaller, S., Angelopoulou, E., & Stamminger, M. (2017). Handling multiple materials for exposure of digital forgeries using 2-D lighting environments. Multimedia Tools and Applications, 76(4), 4747-4764. https://dx.doi.org/10.1007/s11042-016-3655-0
Karg, M., Hentschel, O., Ahuja, B., Junker, D., Haßler, U., Schäperkötter, C.,... Schmidt, M. (2016). Comparison of process characteristics and resulting microstructures of maraging steel 1.2709 in Additive Manufacturing via Laser Metal Deposition and Laser Beam Melting in Powder Bed. In Igor Drstvenšek, Dietmar Drummer, Michael Schmidt (Eds.), (pp. 39-50). Nürnberg, DE: Ljubljana: Interesansa - zavod.
Seidl, T., Witt, N., Poimann, D., Czyz, T., Franke, N., Lochmann, M., & Völker, M. (2016). Evaluating the Indoor Football Tracking Accuracy of a Radio-Based Real-Time Locating System. In Chung, P., Soltoggio, A., Dawson, C.W., Meng, Q., Pain, M. (Eds.) (Eds.), Proceedings of the 10th International Symposium on Computer Science in Sports (ISCSS) (pp. 217-224). Leicestershire, GB: Cham: Springer.
Witt, N., Völker, M., & Eskofier, B. (2016, November). Detection of Single Ball Contacts using a Radio-based Tracking System - A Basis for Technical Performance Analysis. Paper presentation at International Congress on Sports Sciences Research and Technoloy Support, Porto, PT.

Last updated on 2018-12-01 at 15:08