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Publications of Sebastian Sudholt

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

 | 2018 | 2017 | 2016 | 2015 | 2014 | 

2018

Journal Articles

Attribute CNNs for Word Spotting in Handwritten Documents

Sebastian Sudholt and Gernot A. Fink
Int. Journal on Document Analysis and Recognition, 21(3), pages 159-160, 2018.  [bib] [pdf] [http] [view]


Conference Papers

Learning Deep Representations for Word Spotting Under Weak Supervision

Neha Gurjar, Sebastian Sudholt and Gernot A. Fink
Proc. Int. Workshop on Document Analysis Systems, Vienna, Austria, 2018.  [bib] [pdf]


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] [arXiv]


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.  [bib] [pdf]


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

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


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

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


Other Publications

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

Gernot A. Fink and Sebastian Sudholt
Tutorial presented at Int. Conf. on Document Analysis and Recognition (ICDAR), Kyoto, Japan, 2017.  [bib] [pdf] [Supplementary Material]


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, Shenzhen, China, 2016, Winner of the IAPR Best Paper Award.  [bib] [pdf] [code]


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]


 | 2018 | 2017 | 2016 | 2015 | 2014 |