Publikationen
A. Kuhn, J. Carmona, A. Schirrer, S. Jakubek, T. Hoch, K. Pollhammer, K. Hirschmann-Kraschl, W. Schildorfer. Scenario based approach in Connecting Austria for the development and validation of connect, cooperative, (semi-)automated driving in the case of intersections. TRA 2020: Proceedings of the 8th Transport Research Arena, pages 200-201, Finnish Transport and Communications Agency Traficom, May, 2020.
D. Kotsur, R. Yakobenchuk, R. Leube, R. Windoffer, J. Mattes. An algorithm for individual intermediate filament tracking. In N. Lepore, J. Brieva, E. Romero, D. Racoceanu, L. Joskowicz (editors), Processing and Analysis of Biomedical Information - SaMBa 2018, Revised Selected Papers, Lecture Notes in Computer Science, volume 11379, pages 66-74, DOI 10.1007/978-3-030-13835-6_8, Springer, March, 2019.
S. Qaisar, S. Laskar, M. Lunglmayr, B. Moser, R. Abdulbaqi, R. Banafia. An event-driven approach for time-domain recognition of spoken english letters. Proceedings of the 5th International Conference on Event-based Control, Communication, & Signal Processing (EBCCSP 2019), 1-4, DOI 10.1109/EBCCSP.2019.8836903, September, 2019.
P. Meloni, D. Loi, G. Deriu, A. Pimentel, D. Saprat, M. Pintort, M. Pintort, B. Biggio, O. Ripolles, D. Solans, F. Conti, L. Benini, T. Stefanov, S. Minakova, B. Moser, N. Shepeleva, M. Masin, F. Palumbo, N. Fragoulis, I. Theodorakopoulos. Architecture-aware design and implementation of CNN algorithms for embedded inference: The ALOHA project. Proceedings of 2018 30th International Conference on Microelectronics (ICM 2018), pages 52-55, DOI 10.1109/ICM.2018.8704093, IEEE, May, 2019.
N. Gusenleitner, S. Siedl, G. Stübl, A. Polleres, G. Recski, R. Sommer, M. Leva, M. Pichler, T. Kopetzky, B. Moser. Facing mental workload in AI-transformed working environments. November, 2019.
H. Eghbal-zadeh, L. Fischer, T. Hoch. On conditioning GANs to hierarchical ontologies. In G. Anderst-Kotsis, A. Tjoa, I. Khalil, E. al. (editors), Database and Expert Systems Applications - Proc DEXA 209 International Workshops, Communications in Computer and Information Science, volume 1062, pages 182-186, DOI 10.1007/978-3-030-27684-3_23, Springer, August, 2019.
D. Kotsur, V. Tereshchenko. Optimization heuristics for computing the voronoi skeleton. In J. Rodrigues, E. al. (editors), Computational Science – Proc. ICCS 2019, Part I, Lecture Notes in Computer Science, volume 11536, pages 96-111, DOI 10.1007/978-3-030-22734-0_8, Springer, June, 2019.
P. Meloni, D. Loi, G. Deriu, A. Pimentel, D. Sapra, B. Moser, N. Shepeleva, F. Conti, L. Benini, O. Ripolles, D. Solans, M. Pintor, B. Biggio, T. Stefanov, S. Minakova, N. Fragoulis, I. Theodorakopoulos, M. Masin, F. Palumbo. ALOHA: An architectural-aware framework for deep learning at the edge. roceedings of the Workshop on INTelligent Embedded Systems Architectures and Applications (INTESA'18), pages 19-26, DOI 10.1145/3285017.3285019, ACM, October, 2018.
H. Eghbal-zadeh, L. Fischer, N. Popitsch, F. Kromp, S. Taschner-Mandl, K. Koutini, T. Gerber, E. Bozsaky, P. Ambros, I. Ambros, G. Widmer, B. Moser. Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. pages Poster, July, 2018.
H. Eghbal-zadeh, L. Fischer, N. Popitsch, F. Kromp, S. Taschner-Mandl, T. Gerber, E. Bozsaky, P. Ambros, I. Ambros, G. Widmer, B. Moser. Deep SNP: An end-to-end deep neural network with attention-based localization for break-point detection in SNP array genomic data. Journal of Computational Biology, DOI: 10.1089/cmb.2018.0172, December, 2018.
R. Leser, T. Hoch, X. Tan, B. Moser, G. Kellermayr, A. Baca. Finding efficient strategies in 3-versus-2 soccer small-sided games of youth soccer players. Kinesiology: International journal of fundamental and applied kinesiology, volume 51, number 1, pages https://hrcak.srce.hr/203816, July, 2018.
K. Koutini, H. Eghbal-zadeh, G. Widmer. Iterative knowledge distillation in r-cnns for weakly-labeled semi-supervised sound event detection. In M. Plumbley, C. Kroos, J. Bello, G. Richard, D. Ellis, A. Mesaros (editors), Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018), pages 173-177, Tampere University, November, 2018.
R. Serizel, N. Turpault, H. Eghbal-zadeh, A. Parag Shah. Large-scale weakly labeled semi-supervised sound event detection in domestic environments. In M. Plumbley, C. Kroos, J. Bello, G. Richard, D. Ellis, A. Mesaros (editors), Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018), pages 29-23, Tampere University, November, 2018.
N. Shepeleva, T. Hoch, L. Fischer, W. Kloihofer, B. Moser. Removing nuisance in tracklet data. In H. Bouma, R. Prabhu, R. Stokes, Y. Yitzjaky (editors), Counterterrorism, Crime Fighting, Forensics, and Surveillance Technologies II - Proc. SPIE 2018, volume 10802, pages 08020S, DOI 10.1117/12.2325636, SPIE, November, 2018.
D. Mishkin, F. Radenović, J. Matas. Repeatability is not enough: Learning affine regions via discriminability. In V. Ferrari, M. Hebert, C. Sminchisescu, Y. Weiss (editors), Computer Vision - ECCV 2018, Part IX, Lecture Notes in Computer Science, volume 11213, pages 287-304, DOI 10.1007/978-3-030-01240-3_18, Springer, September, 2018.
E. Bozsaky, T. Gerber, F. Rifatbegovic, R. Abbasi, N. Popitsch, M. Kauer, L. Fischer, H. Eghbal-zadeh, K. Bühler, S. Alemzadeh, K. Matkovic, A. Kriegner, J. Palme, M. Dulovits, A. Hanbury, M. Lupu, A. Aziz Taha, A. Bampoulidis, C. Ostalecki, M. Kampel, M. Atanasov, M. Berneder, A. Ziegler, I. Ambros, S. Taschner-Mandl, P. Ambros. VISIOMICS - Platform supporting an integrated analysis of image and multiOMICs data for biology based advanced tumor diagnostics. October, 2018.
T. Hoch, X. Tan, R. Leser, A. Baca, B. Moser. A knowledge discovery framework for the assessment of tactical behaviour in soccer based on spatiotemporal data. Mathematical and Computer Modelling of Dynamical Systems, volume 23, number 4, pages 384-398, DOI: 10.1080/13873954.2017.1336634, June, 2017.
D. Kotsur, R. Leube, R. Windoffer, J. Mattes. Active contour models for individual keratin filament tracking. In P. Roth, M. Vincze, W. Kubinger, A. Müller, B. Blaschitz, S. Stolc (editors), Proceedings of the OAGM&ARW Joint Workshop on Vision, Automation and Robotic (OAGM&ARW 2017), pages 109-110, Verlag der Technischen Universität Graz, May, 2017.
S. Baumbach, J. Binder, A. Synek, F. Mück, Y. Chevalier, E. Euler, G. Langs, L. Fischer. Analysis of the three-dimensional anatomical variance of the distal radius using 3D shape models. BMC Med Imaging, volume 17, number 1, DOI: 10.1186/s12880-017-0193-9, March, 2017.
B. Bielesz, J. Patsch, L. Fischer, M. Bojic, W. Winnicki, M. Weber, D. Cejka. Cortical porosity not superior to conventional densitometry in identifying hemodialysis patients with fragility fracture. PLOS ONE, volume 12, number 2, DOI: 10.1371/journal.pone.0171873, February, 2017.
X. Tan, V. Wieser, S. Lustig, B. Moser. Riemannian manifold approach to scheimpflug camera calibration for embedded laser-camera application. In P. Roth, M. Vincze, W. Kubinger, A. Müller, B. Blaschitz, S. Stolc (editors), Proceedings of the OAGM&ARW Joint Workshop on Vision, Automation and Robotic (OAGM&ARW 2017), pages 123,124, Verlag der Technischen Universität Graz, May, 2017.
T. Hoch. An ensemble learning approach for the kaggle taxi travel time prediction challenge. In A. Martínez-Usó, J. Mendes-Moreira, L. Moreira-Matias, M. Kull, N. Lachiche (editors), Proceedings of the ECML/PKDD 2015 Discovery Challenges, CEUR Workshop Proceedings, volume 1526, pages http://ceur-ws.org/Vol-1526/paper22.pdf, CEUR, January, 2016.
M. Dorfer, T. Kazmar, M. Šmíd, S. Sanchit, J. Kneißl, S. Keller, O. Debeir, B. Luber, J. Mattes. Associating approximate paths and temporal sequences of noisy detections: Application to the recovery of spatio-temporal cancer cell trajectories. Medical Image Analysis (in press, available online), DOI: http://dx.doi.org/10.1016/j.media.2015.03.007, April, 2015.
R. Leser, B. Moser, T. Hoch, J. Stöger, G. Kellermayr, S. Reinsch, A. Baca. Expert-oriented modelling of a 1vs1-situation in football. International Journal of Performance Analysis in Sport, volume 15, number 3, pages 949-966, December, 2015.
T. Hoch, M. Dorfer, R. Leser, G. Stelzhammer, A. Baca. Kamerabasierte Bestimmung der Puck-Position im Eishockey. Sportinformatik X, Schriften der Deutschen Vereinigung für Sportwissenschaft, volume 244, pages 36-41, Feldhaus, June, 2015.
A. Serafini, R. Leser, T. Hoch, B. Moser, A. Baca. Towards data-based assessment of individual tactics skills in team sports based on Fuzzy Petri Nets. In F. Breitenecker, A. Kugi, I. Troch (editors), Abstract volume of the 8th Vienna International Conference on Mathematical Modelling - MATHMOD 2015, Argesim Report No. 44, pages 303-304, ARGESIM, February, 2015.
R. Leser, B. Moser, T. Hoch, O. Drachta, G. Stelzhammer, A. Baca. Wissensbasierte Modellierung der individuellen Spielleistung von LeistungssportlerInnen in Mannschaftsportarten. Sportinformatik X, Schriften der Deutschen Vereinigung für Sportwissenschaft, volume 244, pages 125-129, Feldhaus, June, 2015.
G. Stübl, B. Moser, J. Scharinger. On approximate nearest neighbor field algorithms in template matching for surface quality inspection. In R. Moreno-Díaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory - EUROCAST 2013, Revised Selected Papers, Part II, Lecture Notes in Computer Science, volume 8112, pages 79-86, Springer, December, 2013.
B. Moser, F. Eibensteienr, J. Kogler, G. Stübl. On the relevance of discrepancy norm for similarity-based clustering of delta-event-sequences. In R. Moreno-Díaz, F. Pichler, A. Quesada-Arencibia (editors), Computer Aided Systems Theory - EUROCAST 2013, Revised Selected Papers, Part I, Lecture Notes in Computer Science, volume 8111, pages 84-91, Springer, December, 2013.
J. Bouchot, G. Stübl, B. Moser. A template matching approach based on the discrepancy norm for defect detection on regularly textured surfaces. In J. Pinoli, J. Debayle, Y. Gavet, F. Gruy, C. Lambert (editors), Proceedings of the 10th International Conference on Quality Control by Artificial Vision (QCAV'2011), volume 800, pages DOI: 10.1117/12.889865, SPIE, May, 2012.
V. Wieser, B. Moser, S. Scholz, S. Herhut, J. Guo. Combining high productivity and high performance in image processing using single assignment C. In J. Pinoli, J. Debayle, Y. Gavet, F. Gruy, C. Lambert (editors), Proceedings of the 10th International Conference on Quality Control by Artificial Vision (QCAV'2011), volume 8000, pages DOI: 10.1117/12.890920, SPIE, May, 2012.
G. Stübl, J. Bouchot, P. Haslinger, B. Moser. Discrepancy norm as fitness function for defect detection on regularly textured surfaces. In A. Prinz, T. Pock, H. Bischof, F. Leberl (editors), Pattern Recognition - Proc. DAGM and OAGM 2012, Lecture Notes in Computer Science, volume 7476, pages 428-437, Springer, August, 2012.
B. Scheuermann, K. Hammond, A. Shaferenko, C. Jesshope, H. Hertlein, V. Wieser, P. Hölzenspies, R. Kirner, T. Iraneus. Engineering concurrent software guided by statistical performance analysis. In K. De Bosschere, E. D'Hollander, G. Joubert, D. Padua, F. Peters (editors), Applications, Tools and Techniques on the Road to Exascale Computing, Advances in Parallel Computing, volume 22, pages 385-394, IOS Press, May, 2012.
J. Mattes, A. Chemelli, M. Wick, D. Soimu, C. Pontow, A. Lopez, M. Netzer, I. Chemelli-Steingruber. Evaluation of a new computerized analysis system developed for the processing of CT follow-up scans after EVR of infrarenal aneurysm. European journal of radiology, volume 81, number 3, pages 496-501, March, 2012.
V. Wieser, C. Grelck, H. Schöner, P. Haslinger, K. Bosa, B. Moser. GPU-based image processing unse cases: A high-level approach. In K. De Bosschere, E. D'Hollander, G. Joubert, D. Padua, F. Peters (editors), Applications, Tools and Techniques on the Road to Exascale Computing, Advances in Parallel Computing, volume 22, pages 199-206, IOS Press, May, 2012.
M. Felkl, T. Kazmar, M. Šmid, J. Mattes, R. Windoffer, R. Leube. Monitoring the cytoskeletal EGF response in live gastric carcinoma cells. PLoS ONE, volume 7, number 9, pages doi:10.1371/journal.pone.0045280, September, 2012.
B. Scheuermann, K. Hammond, A. Shafarenko, C. Jesshope, H. Hertlein, V. Wieser, H. Schöner, B. Moser, R. Kirner, T. Boekhorst Iraneus. Concurrent software engineering on multicore systems supported by statistical performance analysis. Technical Report, KVS, September, 2011.
B. Moser, G. Stübl, J. Bouchot. On a non-monotonicity effect of similarity measures. In M. Pelillo, E. R. Hancock (editors), Similarity-Based Pattern Recognition, 1st International Workshop, SIMBAD 2011, Lecutre Notes in Computer Science, volume 7005, pages 46-60, Springer, September, 2011.
K. Rohr, W. Godinez, N. Harder, S. Wörz, J. Mattes, W. Tvaruskó, R. Eils. Tracking and quantitative analysis of dynamic movements of cells and particles. Cold Spring Harbor Protocol, volume 2010, number 6, pages doi:10.1101/pdb.top80, June, 2010.
W. Beer, W. Kurschl, F. Matusek, S. Mitsch, B. Moser, T. Natschläger, J. Schönböck, S. Sutor. Application development and management of smart camera networks. In A. Belbachir (editor), Smart Cameras, pages 259-266, Springer Berlin Heidelberg, November, 2009.
J. Mattes, J. Gall, A. Lopez. A maximal mass confinement principle for rigid and locally rigid image registration. In D. Axel, L. Fichtinger, G. Szekely (editors), Proc. MICCAI 2008, Lecture Notes in Computer Science, volume 5242, pages 1058-1065, Springer, September 2008, 2008.
A. Lopez, K. Fritscher, T. Trieb, R. Schubert, J. Mattes. Cardiac 4D image sequence registration. In A. Kuijper, B. Heise, L. Muresan (editors), Proceedings of 32nd Workshop of the Austrian Association for Pattern Recogntion (AAPT/OAGM), Challenges in the Biosciences: Image Analysis and Pattern Recognition Aspects, pages 53-62, OCG, May, 2008.
B. Moser, F. Bauer, P. Elbau, B. Heise, H. Schöner. Denoising techniques for raw 3D data of TOF cameras based on clustering and wavelets. In B. D. Corner, M. Mochimaru, R. Sitnik (editors), Electronic Proceedings of Electronic Imaging 2008, Three-Dimensional Image Capture and Applications 2008, volume 6805, pages doi: 10.1117/12.765541, January, 2008.
B. Moser, H. Schöner, A. Dorrington, M. Cree, D. Carnegie, F. Bauer, B. Heise. Potential von Time Of Flight Kameras für industrielle Anwendungen. Tagungsband Industrielles Symposium Mechatronik Automatisierung, pages 275-277, Clusterland Oberösterreich GmbH / Mechatronik-Cluster, October, 2008.
V. Wieser, F. Kossak, S. Larndorfer, B. Moser. High performance surface inspection method for thin-film sensors. In F. Meriaudeau, K. S. Niel (editors), Machine Vision Applications in Industrial Inspection XV, Electronic Imaging 2007 Proc, Electronic Imaging 2007 Proc., volume 6503, January/February, 2007.