Keywords:
- Active Learning
- aerial images
- arabic
- Benchmarking
- Biometrics
- Content-based image retrieval
- decision tree ensemble
- Document Engineering
- Forgeries
- GMM
- HMM
- image analysis
- image processing
- Image recognition
- Line Detection
- Line Recognition
- machine learning
- Neural Network
- Object recognition
- OCR
- Pattern Recognition
- Precision agriculture
- Prediction
- Random Forests
- Real-Tme Retraining
- Signature Verification
- Smart Agriculture
- Speaker Verification
- Vineyard Lines
- Writer Verification
Publications of Rolf Ingold
2021
| , and , Improved and Generalized Vine Line Detection on Aerial Images Using Asymmetrical Neural Networks and ML Subclassifiers, ESANN, Bruges, Belgium (Online), i6doc.com publ., 2021 |
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| , and , Improved Line Detection in Images using Neural Networks and DTE Subclassifiers, in: 2021 9th European Workshop on Visual Information Processing (EUVIP), IEEE, Paris, France, pages 1-6, IEEE, 2021 |
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2020
| , and , Towards Retraining of Machine Learning Algorithms: An Efficiency Analysis Applied to Smart Agriculture, in: 2020 Global Internet of Things Summit (GIoTS), Dublin, Ireland, pages 1-6, IEEE, 2020 |
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2018
| , and , Decision Tree Ensemble vs. N.N. Deep Learning: Efficiency Comparison for a Small Image Dataset, Jakarta, Indonesia, Inproceedings of the 2018 International Workshop on Big Data and Information Security, 2018 |
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2015
, , , , and , Performance comparison of multi-label learning algorithms on clinical data for chronic diseases (2015), in: Computers in Biology and Medicine, 65(34–43)
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2010
| , , , and , Comparison of Global and Cascading Recognition Systems Applied to Multi-font Arabic Text, in: 10th ACM Symposium on Document Engineering (DocEng2010), Manchester (United Kingdom), pages 161-164, 2010 |
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| , , , and , Gaussian Mixture Models for Arabic Font Recognition, in: 20th International Conference on Pattern Recognition (ICPR 2010), pages 2174-2177, 2010 |
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| , , , and , Impact of Character Models Choice on Arabic Text Recognition Performance, in: 12th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Kolkata (India), 2010 |
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2009
| , , , and , A New Arabic Printed Text Image Database and Evaluation Protocols, in: International Conference on Document Analysis and Recognition (ICDAR 09), July 26 - 29, Barcelona, Spain, pages 946--950, 2009 |
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| , , , , and , Affixal Approach versus Analytical Approach for Off-Line Arabic Decomposable Vocabulary Recognition, in: International Conference on Document Analysis and Recognition (ICDAR 09), July 26 - 29, Barcelona, Spain, pages 661--665, 2009 |
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| , and , Combined Handwriting And Speech Modalities For User Authentication (2009), in: IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 39:1(25--35) |
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| , , , and , Database and Evaluation Protocols for Arabic Printed Text Recognition, University of Fribourg, Department of Informatics, number 296-09-01, 2009 |
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| , , , , , , , and , Human Machine Interaction, chapter MEMODULES as Tangible Shortcuts to Multimedia Information, pages 103-132, Springer, Lecture Notes in Computer Science, volume 5440, 2009 |
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| , , , and , Labeled Images Verification Using Gaussian Mixture Models, in: 24th Annual ACM Symposium on Applied Computing (ACM SAC 09), Honolulu, USA, March 8 - 12, pages 1331--1336, 2009 |
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| , , , , , , , and , MEMODULES as Tangible Shortcuts to Multimedia Information, chapter 2, pages 103--132, Springer Berlin / Heidelberg, 2009 |
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| , and , Spoken Handwriting for User Authentication using Joint Modelling Systems, in: Proceedings of the 6th International Symposium on Image and Signal Processing and Analysis (ISPA 09), Salzburg, Austria, September 16 - 18, 2009 |
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2008
| , and , A Language-Independent, Open-Vocabulary System Based on HMMs for Recognition of Ultra Low Resolution Words (2008), in: Journal of Universal Computer Science, 14:18(2982--2997) |
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| , and , A Language-Independent, Open-Vocabulary System Based on HMMs for Recognition of Ultra Low Resolution Words, in: 23rd Annual ACM Symposium on Applied Computing (ACM SAC 2008), Fortaleza, Ceara, Brasil, pages 429--433, 2008 |
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| , , and , Duration Models for Arabic Text Recognition using Hidden Markov Models, in: International Conference on Computational Intelligence for Modelling, Control and Automation (CIMCA 08), Vienna, Austria, pages 838--843, 2008 |
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| , and , Spoken Signature For User Authentication (2008), in: SPIE Journal of Electronic Imaging, Special Section on Biometrics: ASUI January-March 2008, 17:1(011013-1--011013-11) |
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2007
| , , and , A New Forgery Scenario Based On Regaining Dynamics Of Signature, in: Accepted for publication, International Conference on Biometrics (ICB 2007), Seoul Korea, 2007 |
| , , , and , An Ego-centric and Tangible Approach to Meeting Indexing and Browsing, chapter 8, pages 84--95, Springer Berlin / Heidelberg, Lecture Notes in Computer Science, volume 4892/2008, 2007 |
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| , , , , and , Going Through Digital Versus Physical Augmented Gaming, in: Tangible Play: Research and Design for Tangible and Tabletop Games, workshop at the 2007 Intelligent User Interfaces Conference (IUI'07), pages 41--44, 2007 |
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| , and , Modelling Combined Handwriting And Speech Modalities, in: International Conference on Biometrics (ICB 2007), Seoul Korea, 2007 |
| , and , Modelling Spoken Signatures With Gaussian Mixture Model Adaptation, in: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 07), 2007 |
| , and , Spoken Handwriting Verification using Statistical Models, in: Accepted for publication, International Conference on Document Analysis and Recognition (ICDAR 07), Curitiba Brazil, 2007 |
| , and , Towards Identification Of Very Low Resolution, Anti-Aliased Characters, in: IEEE International Symposium on Signal Processing and its Applications (ISSPA'07), Sharjah, United Arab Emirates, 2007 |
2006
| , , and , A novel method to generate Brute-Force Signature Forgeries, University of Fribourg, Department of Informatics, number 274-06-09, 2006 |
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| , and , Combined Handwriting and Speech Modalities for User Authentication, University of Fribourg, Department of Informatics, number 270-06-05, 2006 |
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| , , and , Document inquisitor : un système de validation des structures et d'élicitation de modèles de documents, in: Proceedings of 9ème Colloque International sur le Document Electronique (CIDE' 9), Fribourg, Switzerland, pages 79--95, Europia, 2006 |
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| , and , Gaussian Mixture Models for CHASM Signature Verification, in: 3rd Joint Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI 06), Washington, USA, 2006 |
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| , , and , Generation and Evaluation of Brute-Force Signature Forgeries, in: International Workshop on Multimedia Content Representation, Classification and Security (MRCS'06), Istanbul, Turkey, pages 2-9, 2006 |
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| , , , , , and , MyIdea - Sensors Specifications and Acquisition Protocol, University of Fribourg, Department of Informatics, number 256-05-12, 2006 |
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| , and , Scenario and Survey of Combined Handwriting and Speech Modalities for User Authentication, in: 6th International Conference on Recent Advances in Soft Computing (RASC 2006), Canterburry, Kent, UK, pages 496-501, 2006 |
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| , and , Vérification d'Identité par Ecriture et Parole Combinées, in: Colloque International Francophone sur l'Ecrit et le Document, Fribourg, Suisse, 2006 |
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2005
| , , and , Browsing Multimedia Archives Through Intra- and Multimodal Cross-Documents Links, chapter 3, pages 114--125, Springer Verlag, 2005 |
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| , , , , , , and , MyIDea - Multimodal Biometrics Database, Description of Acquisition Protocols, in: Biometrics on the Internet, 3rd COST 275 Workshop, Hatfield, UK, pages 59-62, 2005 |
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