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Publications of René Grzeszick

Department of Computer Science LS XII - Pattern Recognition Group - Publications

 | 2017 | 2016 | 2015 | 2014 | 2013 | 

2017

Journal Articles

Bag-of-Features Methods for Acoustic Event Detection and Classification

Rene Grzeszick, Axel Plinge and Gernot A. Fink
IEEE/ACM Trans. Audio, Speech and Language Processing, 25(6), pages 1242-1252, 2017.  [bib] [http]


Conference Papers

Weakly-Supervised Localization of Diabetic Retinopathy Lesions in Retinal Fundus Images

Waleed M. Gondal, Jan M. Koehler, Rene Grzeszick, Gernot A. Fink and Michael Hirsch
Proc. IEEE Intl. Conf. on Image Processing, 2017.  [bib] [arXiv]


Zero-shot object prediction using semantic scene knowledge

Rene Grzeszick and Gernot A. Fink
Proc. International Conference on Computer Vision Theory and Applications (Visapp), 2017.  [bib] [pdf] [data] [arXiv]


Optimistic and Pessimistic Neural Networks for Object Recognition

Rene Grzeszick, Sebastian Sudholt and Gernot A. Fink
Proc. IEEE Intl. Conf. on Image Processing, 2017.  [bib] [pdf] [arXiv]


Deep Neural Network based Human Activity Recognition for the Order Picking Process

Rene Grzeszick, Jan Marius Lenk, Fernando Moya, Sasha Feldhorst, Michael ten Hompel and Gernot A. Fink
Proc. Int. Workshop on Sensor-based Activity Recognition and Interaction (iWOAR), Rostock, Germany, 2017, Winner of the iWOAR best paper award.  [bib] [pdf]


Neuron Pruning for Compressing Deep Networks using Maxout Architectures

Fernando Moya Rueda, Rene Grzeszick and Gernot A. Fink
Proc. 39th German Conf. Pattern Recognition, Basel, Switzerland, 2017.  [bib]


From Weakly Supervised Object Localization to Semantic Segmentation by Probabilistic Image Modeling

Thorsten Wilhelm, Rene Grzeszick, Gernot A. Fink and Christian Woehler
Proc. Int. Conf. on Digital Image Computing: Techniques and Applications (DICTA), 2017.  [bib]


2016

Conference Papers

Camera-assisted Pick-by-feel

Rene Grzeszick, Sascha Feldhorst, Christian Mosblech, Michael ten Hompel and Gernot A. Fink
Proc. 12. Fachkolloquium der WGTL, 2016.  [bib] [http]


Bag-of-Features Acoustic Event Detection for Sensor Networks

Julian Kürby, Rene Grzeszick, Axel Plinge and Gernot A. Fink
Detection and Classification of Acoustic Scenes and Events (DCASE) Workshop, pages 55-59, Budapest, Hungary, 2016.  [bib] [pdf] [code] [data]


2015

Journal Articles

An Iterative Partitioning-based Method for Semi-supervised Annotation Learning in Image Collections

Rene Grzeszick and Gernot A. Fink
International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), 2015.  [bib] [pdf]


Conference Papers

Temporal Acoustic Words for Online Acoustic Event Detection

Rene Grzeszick, Axel Plinge and Gernot A. Fink
Proc. 37th German Conf. Pattern Recognition, Aachen, Germany, 2015.  [bib] [pdf] [code]


On the Influence of Superpixel Methods for Image Parsing

Johann Strassburg, Rene Grzeszick, Leonard Rothacker and Gernot A. Fink
Proc. International Conference on Computer Vision Theory and Applications (Visapp), 2015.  [bib] [pdf]


2014

Journal Articles

Semi-Supervised Learning for Character Recognition in Historical Archive Documents

Jan Richarz, Szilard Vajda, Rene Grzeszick and Gernot A. Fink
Pattern Recognition, 47(3), pages 1011 - 1020, 2014, Special Issue on Handwriting Recognition.  [bib] [pdf] [http]


Conference Papers

Grouping Historical Postcards Using Query-by-Example Word Spotting

Gernot A. Fink, Leonard Rothacker and Rene Grzeszick
Proc. Int. Conf. on Frontiers in Handwriting Recognition, Crete, Greece, 2014.  [bib] [pdf]


Recognizing Scene Categories of Historical Postcards

Rene Grzeszick and Gernot A. Fink
Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014.  [bib] [pdf]


Toward Object Recognition with Proto-Objects and Proto-Scenes

Fabian Nasse, Rene Grzeszick and Gernot A. Fink
Proc. 9th International Conference on Computer Vision Theory and Applications (Visapp), 2014.  [bib] [pdf]


A Bag-of-Features Approach to Acoustic Event Detection

Axel Plinge, Rene Grzeszick and Gernot A. Fink
Proc. Int. Conf. on Acoustics, Speech and Signal Processing, 2014.  [bib] [pdf] [code] [data] [demo]


2013

Conference Papers

Bag-of-Features Representations using Spatial Visual Vocabularies for Object Classification

Rene Grzeszick, Leonard Rothacker and Gernot A. Fink
Proc. IEEE Intl. Conf. on Image Processing, Melbourne, Australia, 2013.  [bib] [pdf]


Statistical Modeling of the Relation between Characters and Diacritics in Lampung Script

Akmal Junaidi, Rene Grzeszick, Sizilard Vadja and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Washington DC, USA, 2013.  [bib] [pdf]


 | 2017 | 2016 | 2015 | 2014 | 2013 |