Roland Kwitt
Roland Kwitt
Associate Professor, Department of Computer Science, University of Salzburg, Austria
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Quicksilver: Fast predictive image registration–a deep learning approach
X Yang, R Kwitt, M Styner, M Niethammer
NeuroImage 158, 378-396, 2017
A stable multi-scale kernel for topological machine learning
J Reininghaus, S Huber, U Bauer, R Kwitt
Proceedings of the IEEE conference on computer vision and pattern …, 2015
BlenSor: Blender sensor simulation toolbox
M Gschwandtner, R Kwitt, A Uhl, W Pree
International Symposium on Visual Computing, 199-208, 2011
Lightweight probabilistic texture retrieval
R Kwitt, A Uhl
IEEE Transactions on Image Processing 19 (1), 241-253, 2009
Scene recognition on the semantic manifold
R Kwitt, N Vasconcelos, N Rasiwasia
European Conference on Computer Vision (ECCV 2012), 359-372, 2012
Image similarity measurement by Kullback-Leibler divergences between complex wavelet subband statistics for texture retrieval
R Kwitt, A Uhl
2008 15th IEEE International Conference on Image Processing, 933-936, 2008
Efficient texture image retrieval using copulas in a Bayesian framework
R Kwitt, P Meerwald, A Uhl
IEEE transactions on image processing 20 (7), 2063-2077, 2011
Deep learning with topological signatures
C Hofer, R Kwitt, M Niethammer, A Uhl
Advances in Neural Information Processing Systems, 1634-1644, 2017
Fast predictive image registration
X Yang, R Kwitt, M Niethammer
Deep Learning and Data Labeling for Medical Applications, 48-57, 2016
Lightweight detection of additive watermarking in the DWT-domain
R Kwitt, P Meerwald, A Uhl
IEEE transactions on image processing 20 (2), 474-484, 2010
Aga: Attribute-guided augmentation
M Dixit, R Kwitt, M Niethammer, N Vasconcelos
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
Statistical topological data analysis-a kernel perspective
R Kwitt, S Huber, M Niethammer, W Lin, U Bauer
Advances in neural information processing systems, 3070-3078, 2015
Computer-assisted pit-pattern classification in different wavelet domains for supporting dignity assessment of colonic polyps
M Häfner, R Kwitt, A Uhl, F Wrba, A Gangl, A Vécsei
Pattern Recognition 42 (6), 1180-1191, 2009
Modeling the marginal distributions of complex wavelet coefficient magnitudes for the classification of zoom-endoscopy images
R Kwitt, A Uhl
2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007
Feature extraction from multi-directional multi-resolution image transformations for the classification of zoom-endoscopy images
M Häfner, R Kwitt, A Uhl, A Gangl, F Wrba, A Vécsei
Pattern Analysis and Applications 12 (4), 407, 2009
Low-rank to the rescue–atlas-based analyses in the presence of pathologies
X Liu, M Niethammer, R Kwitt, M McCormick, S Aylward
International Conference on Medical Image Computing and Computer-Assisted …, 2014
A joint model of complex wavelet coefficients for texture retrieval
R Kwitt, A Uhl
2009 16th IEEE International Conference on Image Processing (ICIP), 1877-1880, 2009
Infrared camera calibration for dense depth map construction
M Gschwandtner, R Kwitt, A Uhl, W Pree
2011 IEEE Intelligent Vehicles Symposium (IV), 857-862, 2011
Localizing target structures in ultrasound video–a phantom study
R Kwitt, N Vasconcelos, S Razzaque, S Aylward
Medical image analysis 17 (7), 712-722, 2013
Unsupervised anomaly detection in network traffic by means of robust PCA
R Kwitt, U Hofmann
2007 International Multi-Conference on Computing in the Global Information …, 2007
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