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Publications of Sebastian Sudholt

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

 | 2017 | 2016 | 2015 | 2014 | 

2017

Conference Papers

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]


Word Hypotheses for Segmentation-free Word Spotting in Historic Document Images

Leonard Rothacker, Sebastian Sudholt, Eugen Rusakov, Matthias Kasperidus and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017, to appear.  [bib] [pdf]


Query-by-Online Word Spotting Revisited: Using CNNs for Cross-Domain Retrieval

Sebastian Sudholt, Leonard Rothacker and Gernot Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017, to appear.  [bib] [pdf]


Evaluating Word String Embeddings and Loss Functions for CNN-based Word Spotting

Sebastian Sudholt and Gernot Fink
Proc. Int. Conf. on Document Analysis and Recognition, Kyoto, Japan, 2017, to appear.  [bib] [pdf] [code]


Other Publications

Word Spotting: From Bag-of-Features to Deep Learning

Gernot A. Fink and Sebastian Sudholt
Tutorial (invited) presented at IAPR Summer School on Document Analysis, Jaipur, India, 2017.  [bib] [pdf] [Supplementary Material]


2016

Conference Papers

PHOCNet: A Deep Convolutional Neural Network for Word Spotting in Handwritten Documents

Sebastian Sudholt and Gernot A. Fink
Proc. Int. Conf. on Frontiers in Handwriting Recognition, pages 277-282, Shenzhen, China, 2016.  [bib] [pdf] [code]


Handwritten Word Image Categorization with Convolutional Neural Networks and Spatial Pyramid Pooling

J. Ignacio Toledo, Sebastian Sudholt, Alicia Forn{\'e}s, Jordi Cucurull, Gernot A. Fink and Josep Llad{\'o}s
Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, S+SSPR 2016, M{\'e}rida, Mexico, November 29 - December 2, 2016, Proceedings, pages 543-552, Cham, 2016.  [bib] [http]


2015

Conference Papers

A Modified Isomap Approach to Manifold Learning in Word Spotting

Sebastian Sudholt and Gernot A. Fink
Proc. 37th German Conference on Pattern Recognition, Aachen, Germany, 2015.  [bib] [pdf]


Learning Local Image Descriptors for Word Spotting

Sebastian Sudholt, Leonard Rothacker and Gernot A. Fink
Proc. Int. Conf. on Document Analysis and Recognition, Nancy, France, 2015.  [bib] [pdf]


2014

Conference Papers

Kernel Density Estimation for Post Recognition Score Analysis

Sebastian Sudholt, Leonard Rothacker and Gernot A. Fink
Proc. 36th German Conference on Pattern Recognition, Muenster, Germany, 2014.  [bib]


 | 2017 | 2016 | 2015 | 2014 |