Jean Hennebert

Orcid: 0000-0002-5616-6830

Affiliations:
  • University of Fribourg, Switzerland


According to our database1, Jean Hennebert authored at least 98 papers between 1996 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
YinYang, a Fast and Robust Adaptive Document Image Binarization for Optical Character Recognition.
Proceedings of the ACM Symposium on Document Engineering 2023, 2023

2021
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).
CoRR, 2021

2020
Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

ICPR2020 Competition on Text Detection and Recognition in Arabic News Video Frames.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Architecture Proposal for Machine Learning Based Industrial Process Monitoring.
Proceedings of the 11th International Conference on Ambient Systems, 2020

Using CNNs to Optimize Numerical Simulations in Geotechnical Engineering.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2018
Open Datasets and Tools for Arabic Text Detection and Recognition in News Video Frames.
J. Imaging, 2018

Multi-dimensional long short-term memory networks for artificial Arabic text recognition in news video.
IET Comput. Vis., 2018

DLL: A Blazing Fast Deep Neural Network Library.
CoRR, 2018

Seamless GPU Evaluation of Smart Expression Templates.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018

DLL: A Fast Deep Neural Network Library.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2017
ICDAR2017 Competition on Arabic Text Detection and Recognition in Multi-Resolution Video Frames.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

ICDAR2017 Competition on Multi-Font and Multi-Size Digitally Represented Arabic Text.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Convolutional Neural Networks for Page Segmentation of Historical Document Images.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
ICPR2016 contest on Arabic Text detection and Recognition in video frames - AcTiVComp.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep learning features for handwritten keyword spotting.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Aggregation procedure of Gaussian Mixture Models for additive features.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Page Segmentation for Historical Handwritten Document Images Using Conditional Random Fields.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Keyword Spotting with Convolutional Deep Belief Networks and Dynamic Time Warping.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Text Detection in Arabic News Video Based on SWT Operator and Convolutional Auto-Encoders.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Page Segmentation for Historical Document Images Based on Superpixel Classification with Unsupervised Feature Learning.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

Data, protocol and algorithms for performance evaluation of text detection in Arabic news video.
Proceedings of the 2nd International Conference on Advanced Technologies for Signal and Image Processing, 2016

On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015
Speaker Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, Second Edition, 2015

Performance comparison of multi-label learning algorithms on clinical data for chronic diseases.
Comput. Biol. Medicine, 2015

Enabling reactive cities with the iFLUX middleware.
Proceedings of the 6th International Workshop on the Web of Things, 2015

Processing smart plug signals using machine learning.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

User interaction event detection in the context of appliance monitoring.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communication Workshops, 2015

Machine learning with the internet of virtual things.
Proceedings of the International Conference on Protocol Engineering, 2015

A dataset for Arabic text detection, tracking and recognition in news videos- AcTiV.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Mixed handwritten and printed digit recognition in Sudoku with Convolutional Deep Belief Network.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Page segmentation of historical document images with convolutional autoencoders.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Duration models for activity recognition and prediction in buildings using Hidden Markov Models.
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

Ground truth model, tool, and dataset for layout analysis of historical documents.
Proceedings of the Document Recognition and Retrieval XXII, 2015

2014
Toward Web Enhanced Building Automation Systems.
Proceedings of the Big Data and Internet of Things: A Roadmap for Smart Environments, 2014

Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms.
J. Biomed. Informatics, 2014

A distributed web-based naming system for smart buildings.
Proceedings of the Proceeding of IEEE International Symposium on a World of Wireless, 2014

Virtual Things for Machine Learning Applications.
Proceedings of the 5th International Workshop on Web of Things, 2014

A Scalable Cloud Storage for Sensor Networks.
Proceedings of the 5th International Workshop on Web of Things, 2014

Camera-based Sudoku recognition with deep belief network.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

ACS-F2 - A new database of appliance consumption signatures.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Towards glaucoma detection using intraocular pressure monitoring.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Distributed Semantic Discovery for Web-of-Things Enabled Smart Buildings.
Proceedings of the 6th International Conference on New Technologies, Mobility and Security, 2014

Content-Based Image Retrieval with LIRe and SURF on a Smartphone-Based Product Image Database.
Proceedings of the Pattern Recognition - 6th Mexican Conference, 2014

Semi-automatic news video annotation framework for Arabic text.
Proceedings of the 4th International Conference on Image Processing Theory, 2014

A Survey on Intrusive Load Monitoring for Appliance Recognition.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Robust Text Line Segmentation for Historical Manuscript Images Using Color and Texture.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Page Segmentation for Historical Handwritten Document Images Using Color and Texture Features.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Appliance and state recognition using Hidden Markov Models.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Structure Comparison of Binary and Weighted Niche-Overlap Graphs.
Proceedings of the Complex Networks V, 2014

Hidden Markov Models for ILM Appliance Identification.
Proceedings of the 5th International Conference on Ambient Systems, 2014

Will Web Technologies Impact on Building Automation Systems Architecture?
Proceedings of the 5th International Conference on Ambient Systems, 2014

2013
A study on font-family and font-size recognition applied to Arabic word images at ultra-low resolution.
Pattern Recognit. Lett., 2013

Structural Network Properties of Niche-Overlap Graphs.
Proceedings of the Ninth International Conference on Signal-Image Technology & Internet-Based Systems, 2013

An Energy Efficient Layer for Event-Based Communications in Web-of-Things Frameworks.
Proceedings of the Multimedia and Ubiquitous Engineering, 2013

Introducing the Web-of-Things in Building Automation - A Gateway for KNX Installations.
Proceedings of the ICINCO 2013 - Proceedings of the 10th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Reykjavík, Iceland, 29, 2013

ICDAR2013 Competition on Multi-font and Multi-size Digitally Represented Arabic Text.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Offering web-of-things connectivity to building networks.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Unseen Appliances Identification.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2013

Energy-Efficient Optimization Layer for Event-Based Communications on Wi-Fi Things.
Proceedings of the 4th International Conference on Ambient Systems, 2013

2012
Machine learning approaches for electric appliance classification.
Proceedings of the 11th International Conference on Information Science, 2012

New features for complex Arabic fonts in cascading recognition system.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Identification of Chordless Cycles in Ecological Networks.
Proceedings of the Complex Sciences - Second International Conference, 2012

2011
A New Method for Ranking of Word Hypotheses Generated from OCR: The Application on the Arabic Word Recognition.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

ICDAR 2011 - Arabic Recognition Competition: Multi-font Multi-size Digitally Represented Text.
Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

2010
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB).
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Coping with Two Different Transmission Channels in Language Recognition.
Proceedings of the Odyssey 2010: The Speaker and Language Recognition Workshop, Brno, Czech Republic, June 28, 2010

Channel detectors for system fusion in the context of NIST LRE 2009.
Proceedings of the INTERSPEECH 2010, 2010

Gaussian Mixture Models for Arabic Font Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Impact of Character Models Choice on Arabic Text Recognition Performance.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Comparison of global and cascading recognition systems applied to multi-font arabic text.
Proceedings of the 2010 ACM Symposium on Document Engineering, 2010

2009
Speaker Recognition, Overview.
Proceedings of the Encyclopedia of Biometrics, 2009

Combined Handwriting and Speech Modalities for User Authentication.
IEEE Trans. Syst. Man Cybern. Part A, 2009

Labeled images verification using Gaussian mixture models.
Proceedings of the 2009 ACM Symposium on Applied Computing (SAC), 2009

Factor analysis and SVM for language recognition.
Proceedings of the INTERSPEECH 2009, 2009

A New Arabic Printed Text Image Database and Evaluation Protocols.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

Affixal Approach versus Analytical Approach for Off-Line Arabic Decomposable Vocabulary Recognition.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Recognition of Ultra Low Resolution Word Images Using HMMs.
Proceedings of the Computer Recognition Systems 2, 2008

A Language-Independent, Open-Vocabulary System Based on HMMs for Recognition of Ultra Low Resolution Words.
J. Univers. Comput. Sci., 2008

Spoken signature for user authentication.
J. Electronic Imaging, 2008

Some results from the biosecure talking face evaluation campaign.
Proceedings of the IEEE International Conference on Acoustics, 2008

Duration Models for Arabic Text Recognition Using Hidden Markov Models.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
A HMM-Based Approach to Recognize Ultra Low Resolution Anti-Aliased Words.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Towards identification of very low resolution, anti-alaised characters.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Spoken Handwriting Verification Using Statistical Models.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Modelling Combined Handwriting and Speech Modalities.
Proceedings of the Advances in Biometrics, International Conference, 2007

A New Forgery Scenario Based on Regaining Dynamics of Signature.
Proceedings of the Advances in Biometrics, International Conference, 2007

Modelling Spoken Signatures with Gaussian Mixture Model Adaptation.
Proceedings of the IEEE International Conference on Acoustics, 2007

2006
Using Data-driven and Phonetic Units for Speaker Verification.
Proceedings of the Odyssey 2006, 2006

Generation and Evaluation of Brute-Force Signature Forgeries.
Proceedings of the Multimedia Content Representation, 2006

Gaussian Mixture Models for CHASM Signature Verification.
Proceedings of the Machine Learning for Multimodal Interaction, 2006

2000
POLYCOST: A telephone-speech database for speaker recognition.
Speech Commun., 2000

Segmental Approaches for Automatic Speaker Verification.
Digit. Signal Process., 2000

Behavior of a Bayesian adaptation method for incremental enrollment in speaker verification.
Proceedings of the IEEE International Conference on Acoustics, 2000

1998
Text-independent speaker verification using automatically labelled acoustic segments.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Text-prompted speaker verification experiments with phoneme specific MLPs.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Estimation of global posteriors and forward-backward training of hybrid HMM/ANN systems.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997

1996
POST: parallel object-oriented speech toolkit.
Proceedings of the 4th International Conference on Spoken Language Processing, 1996


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