Horst Bunke

Publication Activity (10 Years)

Years Active: 1977-2020
Publications (10 Years): 17

Top Venues

Pattern Recognit.

GbRPR

ICPR

Pattern Recognit. Lett.

Publications

Kaspar Riesen, Miquel Ferrer, Horst Bunke
Approximate Graph Edit Distance in Quadratic Time. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (2) (2020)
Kaspar Riesen, Andreas Fischer, Horst Bunke
On the Impact of Using Utilities Rather than Costs for Graph Matching. Neural Process. Lett. 48 (2) (2018)
Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal
Product graph-based higher order contextual similarities for inexact subgraph matching. Pattern Recognit. 76 (2018)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Improved Graph Edit Distance Approximation with Simulated Annealing. GbRPR (2017)
Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal
Product Graph-based Higher Order Contextual Similarities for Inexact Subgraph Matching. CoRR (2017)
Andreas Fischer, Kaspar Riesen, Horst Bunke
Improved quadratic time approximation of graph edit distance by combining Hausdorff matching and greedy assignment. Pattern Recognit. Lett. 87 (2017)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Approximation of Graph Edit Distance by Means of a Utility Matrix. ANNPR (2016)
Kaspar Riesen, Miquel Ferrer, Rolf Dornberger, Horst Bunke
Greedy Graph Edit Distance. MLDM (2015)
Kaspar Riesen, Miquel Ferrer, Horst Bunke
Suboptimal Graph Edit Distance Based on Sorted Local Assignments. MCS (2015)
Andreas Fischer, Seiichi Uchida, Volkmar Frinken, Kaspar Riesen, Horst Bunke
Improving Hausdorff Edit Distance Using Structural Node Context. GbRPR (2015)
Kaspar Riesen, Miquel Ferrer, Andreas Fischer, Horst Bunke
Approximation of Graph Edit Distance in Quadratic Time. GbRPR (2015)
Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao
Efficient subgraph matching using topological node feature constraints. Pattern Recognit. 48 (2) (2015)
Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke
Approximation of graph edit distance based on Hausdorff matching. Pattern Recognit. 48 (2) (2015)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Estimating Graph Edit Distance Using Lower and Upper Bounds of Bipartite Approximations. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
Saurabh Nagrecha, Nitesh V. Chawla, Horst Bunke
Recurrent Subgraph Prediction. ASONAM (2015)
Kaspar Riesen, Horst Bunke
Improving bipartite graph edit distance approximation using various search strategies. Pattern Recognit. 48 (4) (2015)
Nicholas Dahm, Yongsheng Gao, Terry Caelli, Horst Bunke
Delaunay-supported edges for image graphs. ICIP (2015)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Improving Approximate Graph Edit Distance Using Genetic Algorithms. S+SSPR (2014)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Combining Bipartite Graph Matching and Beam Search for Graph Edit Distance Approximation. ANNPR (2014)
Andreas Fischer, Réjean Plamondon, Yvon Savaria, Kaspar Riesen, Horst Bunke
A Hausdorff Heuristic for Efficient Computation of Graph Edit Distance. S+SSPR (2014)
Kaspar Riesen, Horst Bunke, Andreas Fischer
Improving Graph Edit Distance Approximation by Centrality Measures. ICPR (2014)
Lu Bai, Horst Bunke, Edwin R. Hancock
An Attributed Graph Kernel from the Jensen-Shannon Divergence. ICPR (2014)
Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock
Attributed Graph Kernels Using the Jensen-Tsallis q-Differences. ECML/PKDD (1) (2014)
Volkmar Frinken, Andreas Fischer, Markus Baumgartner, Horst Bunke
Keyword spotting for self-training of BLSTM NN based handwriting recognition systems. Pattern Recognit. 47 (3) (2014)
Kim Boyer, Horst Bunke, Alberto Del Bimbo, Katsushi Ikeuchi, Ken-ichi Maeda
Special Issue on ICPR 2012 Awarded Papers. Pattern Recognit. Lett. 43 (2014)
Francisco Zamora-Martínez, Volkmar Frinken, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke
Neural network language models for off-line handwriting recognition. Pattern Recognit. 47 (4) (2014)
Kaspar Riesen, Andreas Fischer, Horst Bunke
Computing Upper and Lower Bounds of Graph Edit Distance in Cubic Time. ANNPR (2014)
Kaspar Riesen, Rolf Dornberger, Horst Bunke
Iterative Bipartite Graph Edit Distance Approximation. Document Analysis Systems (2014)
Kaspar Riesen, Horst Bunke
Improving Approximate Graph Edit Distance by Means of a Greedy Swap Strategy. ICISP (2014)
Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao
A Unified Framework for Strengthening Topological Node Features and Its Application to Subgraph Isomorphism Detection. GbRPR (2013)
Jaume Gibert, Ernest Valveny, Horst Bunke, Luc Brun
Graph Clustering through Attribute Statistics Based Embedding. CAIP (1) (2013)
Yao Lu, Horst Bunke, Cheng-Lin Liu
An Algorithm for Maximum Common Subgraph of Planar Triangulation Graphs. GbRPR (2013)
Andreas Fischer, Volkmar Frinken, Horst Bunke, Ching Y. Suen
Improving HMM-Based Keyword Spotting with Character Language Models. ICDAR (2013)
Heng Zhang, Da-Han Wang, Cheng-Lin Liu, Horst Bunke
Keyword Spotting from Online Chinese Handwritten Documents using One-versus-All Character Classification Model. Int. J. Pattern Recognit. Artif. Intell. 27 (3) (2013)
Jonas Richiardi, Sophie Achard, Horst Bunke, Dimitri Van De Ville
Machine Learning with Brain Graphs: Predictive Modeling Approaches for Functional Imaging in Systems Neuroscience. IEEE Signal Process. Mag. 30 (3) (2013)
Andreas Fischer, Ching Y. Suen, Volkmar Frinken, Kaspar Riesen, Horst Bunke
A Fast Matching Algorithm for Graph-Based Handwriting Recognition. GbRPR (2013)
Jaume Gibert, Ernest Valveny, Horst Bunke
Embedding of Graphs with discrete Attributes via Label frequencies. Int. J. Pattern Recognit. Artif. Intell. 27 (3) (2013)
Ehsan Zare Borzeshi, Massimo Piccardi, Kaspar Riesen, Horst Bunke
Discriminative prototype selection methods for graph embedding. Pattern Recognit. 46 (6) (2013)
Angelika Garz, Andreas Fischer, Horst Bunke, Rolf Ingold
A Binarization-Free Clustering Approach to Segment Curved Text Lines in Historical Manuscripts. ICDAR (2013)
Nicholas Dahm, Yongsheng Gao, Terry Caelli, Horst Bunke
Matching non-aligned objects using a relational string-graph. ICIP (2013)
Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal
Near Convex Region Adjacency Graph and Approximate Neighborhood String Matching for Symbol Spotting in Graphical Documents. ICDAR (2013)
Kaspar Riesen, Sandro Emmenegger, Horst Bunke
A Novel Software Toolkit for Graph Edit Distance Computation. GbRPR (2013)
Anjan Dutta, Josep Lladós, Horst Bunke, Umapada Pal
A Product Graph Based Method for Dual Subgraph Matching Applied to Symbol Spotting. GREC (2013)
Volkmar Frinken, Francisco Zamora-Martínez, Salvador España Boquera, María José Castro Bleda, Andreas Fischer, Horst Bunke
Long-short term memory neural networks language modeling for handwriting recognition. ICPR (2012)
Jaume Gibert, Ernest Valveny, Horst Bunke
Graph embedding in vector spaces by node attribute statistics. Pattern Recognit. 45 (9) (2012)
Micheal Baechler, Andreas Fischer, Nada Naji, Rolf Ingold, Horst Bunke, Jacques Savoy
HisDoc: Historical Document Analysis, Recognition, and Retrieval. DH (2012)
Stefan Fankhauser, Kaspar Riesen, Horst Bunke, Peter J. Dickinson
Suboptimal Graph Isomorphism using bipartite Matching. Int. J. Pattern Recognit. Artif. Intell. 26 (6) (2012)
Xiaoyi Jiang, Martin Lambers, Horst Bunke
Structural performance evaluation of curvilinear structure detection algorithms with application to retinal vessel segmentation. Pattern Recognit. Lett. 33 (15) (2012)
Nicholas Dahm, Horst Bunke, Terry Caelli, Yongsheng Gao
Topological features and iterative node elimination for speeding up subgraph isomorphism detection. ICPR (2012)
Sergiy Fefilatyev, Matthew Shreve, Kurt Kramer, Lawrence O. Hall, Dmitry B. Goldgof, Rangachar Kasturi, Kendra Daly, Andrew Remsen, Horst Bunke
Label-noise reduction with support vector machines. ICPR (2012)
Jaume Gibert, Ernest Valveny, Horst Bunke, Alicia Fornés
On the Correlation of Graph Edit Distance and L 1 Distance in the Attribute Statistics Embedding Space. SSPR/SPR (2012)
Anjan Dutta, Jaume Gibert, Josep Lladós, Horst Bunke, Umapada Pal
Combination of product graph and random walk kernel for symbol spotting in graphical documents. ICPR (2012)
Volkmar Frinken, Andreas Fischer, R. Manmatha, Horst Bunke
A Novel Word Spotting Method Based on Recurrent Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Horst Bunke, Kaspar Riesen
Towards the unification of structural and statistical pattern recognition. Pattern Recognit. Lett. 33 (7) (2012)
Emanuel Indermühle, Volkmar Frinken, Horst Bunke
Mode Detection in Online Handwritten Documents Using BLSTM Neural Networks. ICFHR (2012)
Jaume Gibert, Ernest Valveny, Horst Bunke
Feature selection on node statistics based embedding of graphs. Pattern Recognit. Lett. 33 (15) (2012)
Angelika Garz, Andreas Fischer, Robert Sablatnig, Horst Bunke
Binarization-Free Text Line Segmentation for Historical Documents Based on Interest Point Clustering. Document Analysis Systems (2012)
Andreas Fischer, Andreas Keller, Volkmar Frinken, Horst Bunke
Lexicon-free handwritten word spotting using character HMMs. Pattern Recognit. Lett. 33 (7) (2012)
Volkmar Frinken, Markus Baumgartner, Andreas Fischer, Horst Bunke
Semi-supervised Learning for Cursive Handwriting Recognition Using Keyword Spotting. ICFHR (2012)
Volkmar Frinken, Andreas Fischer, Horst Bunke
Improving handwritten keyword spotting with self-training. SAC (2011)
Jaume Gibert, Ernest Valveny, Horst Bunke
Dimensionality Reduction for Graph of Words Embedding. GbRPR (2011)
Horst Bunke, János Csirik, Zoltan Gingl, Erika Griechisch
Online Signature Verification Method Based on the Acceleration Signals of Handwriting Samples. CIARP (2011)
Marcus Liwicki, Andreas Schlapbach, Horst Bunke
Automatic gender detection using on-line and off-line information. Pattern Anal. Appl. 14 (1) (2011)
János Csirik, Peter Bertholet, Horst Bunke
Sequential Classifier Combination for Pattern Recognition in Wireless Sensor Networks. MCS (2011)
Andreas Fischer, Horst Bunke
Character prototype selection for handwriting recognition in historical documents. EUSIPCO (2011)
Jaume Gibert, Ernest Valveny, Oriol Ramos Terrades, Horst Bunke
Multiple Classifiers for Graph of Words Embedding. MCS (2011)
Emanuel Indermühle, Volkmar Frinken, Andreas Fischer, Horst Bunke
Keyword Spotting in Online Handwritten Documents Containing Text and Non-text Using BLSTM Neural Networks. ICDAR (2011)
Horst Bunke, Kaspar Riesen
Recent advances in graph-based pattern recognition with applications in document analysis. Pattern Recognit. 44 (5) (2011)
Andreas Fischer, Emanuel Indermühle, Volkmar Frinken, Horst Bunke
HMM-Based Alignment of Inaccurate Transcriptions for Historical Documents. ICDAR (2011)
Xiaoyi Jiang, Martin Lambers, Horst Bunke
Structure-Based Evaluation Methodology for Curvilinear Structure Detection Algorithms. GbRPR (2011)
Miquel Ferrer, Dimosthenis Karatzas, Ernest Valveny, Itziar Bardají, Horst Bunke
A generic framework for median graph computation based on a recursive embedding approach. Comput. Vis. Image Underst. 115 (7) (2011)
Stefan Fankhauser, Kaspar Riesen, Horst Bunke
Speeding Up Graph Edit Distance Computation through Fast Bipartite Matching. GbRPR (2011)
Marcus Liwicki, Horst Bunke, James A. Pittman, Stefan Knerr
Combining diverse systems for handwritten text line recognition. Mach. Vis. Appl. 22 (1) (2011)
Andreas Fischer, Volkmar Frinken, Alicia Fornés, Horst Bunke
Transcription alignment of Latin manuscripts using hidden Markov models. HIP@ICDAR (2011)
Jaume Gibert, Ernest Valveny, Horst Bunke
Vocabulary Selection for Graph of Words Embedding. IbPRIA (2011)
Alicia Fornés, Volkmar Frinken, Andreas Fischer, Jon Almazán, Gabriel Jackson, Horst Bunke
A keyword spotting approach using blurred shape model-based descriptors. HIP@ICDAR (2011)
Volkmar Frinken, Andreas Fischer, Horst Bunke, Alicia Fornés
Co-training for Handwritten Word Recognition. ICDAR (2011)
Horst Bunke, Kaspar Riesen
Improving vector space embedding of graphs through feature selection algorithms. Pattern Recognit. 44 (9) (2011)
Emanuel Indermühle, Marcus Liwicki, Horst Bunke
IAMonDo-database: an online handwritten document database with non-uniform contents. Document Analysis Systems (2010)
Andreas Fischer, Emanuel Indermühle, Horst Bunke, Gabriel Viehhauser, Michael Stolz
Ground truth creation for handwriting recognition in historical documents. Document Analysis Systems (2010)
Andreas Fischer, Kaspar Riesen, Horst Bunke
Graph Similarity Features for HMM-Based Handwriting Recognition in Historical Documents. ICFHR (2010)
Andreas Fischer, Andreas Keller, Volkmar Frinken, Horst Bunke
HMM-based Word Spotting in Handwritten Documents Using Subword Models. ICPR (2010)
Alicia Fornés, Josep Lladós, Gemma Sánchez, Xavier Otazu, Horst Bunke
A combination of features for symbol-independent writer identification in old music scores. Int. J. Document Anal. Recognit. 13 (4) (2010)
Volkmar Frinken, Horst Bunke
Self-training for Handwritten Text Line Recognition. CIARP (2010)
Volkmar Frinken, Andreas Fischer, Horst Bunke
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks. ANNPR (2010)
Wan-Jui Lee, Robert P. W. Duin, Horst Bunke
Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems. MCS (2010)
Miquel Ferrer, Horst Bunke
An Iterative Algorithm for Approximate Median Graph Computation. ICPR (2010)
Jonas Richiardi, Dimitri Van De Ville, Kaspar Riesen, Horst Bunke
Vector Space Embedding of Undirected Graphs with Fixed-cardinality Vertex Sequences for Classification. ICPR (2010)
Jaume Gibert, Ernest Valveny, Horst Bunke
Graph of Words Embedding for Molecular Structure-Activity Relationship Analysis. CIARP (2010)
Volkmar Frinken, Andreas Fischer, Horst Bunke
Combining Neural Networks to Improve Performance of Handwritten Keyword Spotting. MCS (2010)
Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Kaspar Riesen, Horst Bunke
Generalized median graph computation by means of graph embedding in vector spaces. Pattern Recognit. 43 (4) (2010)
Volkmar Frinken, Andreas Fischer, Horst Bunke, R. Manmatha
Adapting BLSTM Neural Network Based Keyword Spotting Trained on Modern Data to Historical Documents. ICFHR (2010)
Emanuel Indermühle, Horst Bunke, Faisal Shafait, Thomas M. Breuel
Text versus non-text distinction in online handwritten documents. SAC (2010)
Volkmar Frinken, Horst Bunke
Evaluating Retraining Rules for Semi-Supervised Learning in Neural Network Based Cursive Word Recognition. ICDAR (2009)
Kaspar Riesen, Horst Bunke
Reducing the dimensionality of dissimilarity space embedding graph kernels. Eng. Appl. Artif. Intell. 22 (1) (2009)
Kaspar Riesen, Horst Bunke
Graph Classification Based on Vector Space Embedding. Int. J. Pattern Recognit. Artif. Intell. 23 (6) (2009)
Volkmar Frinken, Horst Bunke
Self-training Strategies for Handwriting Word Recognition. ICDM (2009)
Volkmar Frinken, Tim Peter, Andreas Fischer, Horst Bunke, Trinh Minh Tri Do, Thierry Artières
Improved Handwriting Recognition by Combining Two Forms of Hidden Markov Models and a Recurrent Neural Network. CAIP (2009)
Kaspar Riesen, Horst Bunke
Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs. CAIP (2009)
Kaspar Riesen, Stefan Fankhauser, Horst Bunke, Peter J. Dickinson
Efficient Suboptimal Graph Isomorphism. GbRPR (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Horst Bunke