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PUBLICATIONS


Journal articles

Copies of journal articles may be received from the authors.

Sauvola J & Pietikäinen M (2000) Adaptive document image binarization. Pattern Recognition, 33(2): 225-236. The original paper is available here. Pattern Recognition Society is the copyright holder.

Okun O, Pietikäinen M & Sauvola J (1999) Document skew estimation without angle range restriction. International Journal on Document Analysis and Recognition 2(2/3): 132-144. The original publication is available here. Springer-Verlag is the copyright holder.

Sauvola J & Pietikäinen M (1998) Benchmarking document image processing systems: What's needed now. Advanced Imaging 13(5): 41-42 (invited).

Kauppinen H, Seppänen T & Pietikäinen M (1995) An experimental comparison of autoregressive and Fourier-based descriptors in 2-D shape classification. IEEE Transactions on Pattern Analysis and Machine Intelligence 17 (2): 201-207.

Newsletters articles

Okun O & Pietikäinen M (2001) Text detection in binarized images of advertisements. Newsletter of SPIE's International Technical Group on Electronic Imaging 12(1): 4. Full paper - Picture 1 - Picture 2

Conference articles

de Ridder D, Kouropteva O, Okun O, Pietikäinen M & Duin R.P.W (2003) Supervised locally linear embedding. Proc. of the 15th Belgium-Netherlands Conference on Artificial Intelligence (BNAIC'2003), October 23-24, Nijmegen, the Netherlands, 429-430.

de Ridder D, Kouropteva O, Okun O, Pietikäinen M & Duin R.P.W (2003) Supervised locally linear embedding. In Lecture Notes in Computer Science, Vol.2714, Kaynak O, Alpaydin E, Oja E and Xu L (Eds.): Proc. of the Joint 13th Conference on Artificial Neural Networks and the 10 th International Conference on Neural Information Processing (ICANN/ICONIP'2003), June 26-29, Istanbul, Turkey, 333-341. Full paper

Kouropteva O, Okun O & Pietikäinen M (2003) Supervised locally linear embedding algorithm for pattern recognition. In Lecture Notes in Computer Science, Vol.2652, Perales Lopez F.J, Campilho A.J.C, Perez de la Blance Capilla N and Sanfeliu i Cortes A (Eds.): Proc. of the 1st Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'2003), June 4-6, Puerto de Andratx, Mallorca, Spain, 384-394. Full paper

Kouropteva O, Okun O & Pietikäinen M (2003) Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. Proc. of the 11th European Symposium on Artificial Neural Networks (ESANN'2003), April 23-25, Bruges, Belgium, 229-234. Full paper

Okun O, Kouropteva O & Pietikäinen M (2002) Supervised locally linear embedding algorithm. Proc. of the 10th Finnish Artificial Intelligence Conference (STeP'2002), December 15-17, Oulu, Finland, 50-61. Full paper

Kouropteva O, Okun O & Pietikäinen M (2002) Selection of the optimal parameter value for the locally linear embedding algorithm. Proc. of the 1 st International Conference on Fuzzy Systems and Knowledge Discovery (FSKD'02), November 18-22, Singapore, 359-363. Full paper

Okun O, Yan Yu & Pietikäinen M (2002) Robust text detection from binarized document images. Proc. of the 16 th International Conference on Pattern Recognition (ICPR'2002), August 11-15, Quebec, Canada, 61-64. Full paper

Okun O, Doermann D & Pietikäinen M (2001) Page segmentation and zone classification: a brief analysis of algorithms. Proc. of the International Workshop on Document Image Analysis and Understanding (part of the International NAISO Congress on Information Science Innovations (ISI'2001)), March 17-21, American University in Dubai, UAE, 98-104. Full paper

Pietikäinen M & Okun O (2001) Text extraction from grey scale page images by simple edge detectors. Proc. of the 12th Scandinavian Conference on Image Analysis (SCIA'2001), June 11-14, Bergen, Norway, 628-635. Full paper

Okun O & Pietikäinen M (2001) Text localization in WWW images. Proc of the 5th Multiconference on Systemics, Cybernetics and Informatics (SCI'2001), Vol.XIV (Computer Science and Engineering: Part II), July 22-25, Orlando, Florida, USA, 301-306. Full paper

Okun O (2001) Morphological filter for text extraction from textured background. In Vision Geometry X, Longin J. Latecki, David M. Mount, Angela Y. Wu, Robert A. Melter, Editors, Proc. of SPIE Vol.4476, July 29-30, San Diego, California, USA, 86-96. Copyright 2001 Society of Photo -Optical Instrumentation Engineers. This paper was published in Vision Geometry X, Proc. of SPIE Vol.4476 and is made available as an electronic preprint with permission of SPIE. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper are prohibited. Full paper

Pietikäinen M & Okun O (2001) Edge-based method for text detection from complex document images. Proc. of the 6th International Conference on Document Analysis and Recognition, September 10-13, Seattle, WA, USA, 286-291. Full paper

Okun O & Pietikäinen M (2000) Automatic ground-truth generation for skew-tolerance evaluation of document layout analysis methods. Proc. of the 15th International Conference on Pattern Recognition (ICPR'2000), September 3-7, Barcelona, Spain, 376-379. Full paper

Okun O & Pietikäinen M (1999) A survey of texture-based methods for document layout analysis. Proc. of Workshop on Texture Analysis in Machine Vision (WTAMV'99), June 14-15, Oulu, Finland, 137-148. Full paper

Okun O, Pietikäinen M & Sauvola J (1999) Large-scale experiments with skew detection techniques. Proc. of the 5th Conference on Pattern Recognition and Information Processing (PRIP'99), May 18-20, Minsk, Belarus, 99-104. Full paper

Okun O, Pietikäinen M & Sauvola J (1999) Robust document skew detection based on line extraction. Proc. of the 11th Scandinavian Conference on Image Analysis (SCIA'99), June 7-11, Kangerlussuaq, Greenland, 457-464. Full paper

Okun O, Pietikäinen M & Sauvola J (1999) Robust skew estimation on low-resolution document images. Proc. of the 5th International Conference on Document Analysis and Recognition (ICDAR'99), Bangalore, India, September 20-22, 621-624. Full paper

Okun O (1999) Geometrical approach to skew detection for documents containing the latin/cyrillic characters. In: Vision Geometry VIII, Longin J. Latecki, Robert A. Melter, David M. Mount, Angela Y. Wu, Editors, Proc. of SPIE Vol.3811, Denver, Colorado, USA, July 19-20, 357-365. Full paper

Kauniskangas H & Sauvola J (1998) An automated defect management for document images. Proc. of the 14th International Conference on Pattern Recognition (ICPR'98), August 17-20, Brisbane, Australia, 1288-1294.

Sauvola J, Pietikäinen M & Koivusaari M (1997) Predictive coding for document layout characterization. Proc. of Workshop on Document Image Analysis (DIA'97), June 20, San Juan, Puerto Rico, 44-50.

Sauvola J, Haapakoski S, Kauniskangas H, Seppänen T, Pietikäinen M & Doermann D (1997) A distributed management system for testing document image analysis algorithms. Proc. of the 4 th International Conference on Document Analysis and Recognition (ICDAR'97), August 18-20, Ulm, Germany, 2:989-995.

Sauvola J, Doermann D, Kauniskangas H, Shin C, Koivusaari M & Pietikäinen M (1997) Graphical tools and techniques for querying document image databases. Proc. of the 1st Brazilian Symposium on Advances in Document Image Analysis (BSDIA'97), November 2-5, Curitiba, Brazil, 213-224.

Sauvola J & Pietikäinen M (1995) Page segmentation and classification using fast feature extraction and connectivity analysis. Proc. of the 3 rd International Conference on Document Analysis and Recognition (ICDAR'95), August 14-18, Montreal, Canada, 1127-1131.

Seppänen T, Hyttinen P, Pietikäinen M, Hahtala H & Rajala J (1994) A system for recognizing forms and characters on cylindrical objects. Proc. of IAPR Workshop on Machine Vision Applications (MVA'94), December 13-15, Kawasaki, Japan, 143-146.

Technical reports

Kouropteva O, Okun O, Hadid A, Soriano M, Marcos S & Pietikäinen M (2002) Beyond Locally Linear Embedding Algorithm. Technical Report MVG-01-2002, University of Oulu, Machine Vision Group, Information Processing Laboratory, 49 p. Full paper

Okun O, Doermann D & Pietikäinen M (1999) Page segmentation and zone classification: the state of the art. Technical Report LAMP-TR-036, University of Maryland, Language and Media Processing Laboratory, 34 p. Full paper

Articles in books

Okun O & Pietikäinen M (2000) A survey of texture-based methods for document layout analysis. In: Texture Analysis in Machine Vision , Matti Pietikäinen, Editor, Series in Machine Perception and Artificial Intelligence, Vol. 40, World Scintific. Full paper

Doermann D, Sauvola J, Kauniskangas H, Shin C, Pietikäinen M & Rosenfeld A (1997) The development of a general framework for intelligent document image retrieval. In: Document Analysis Systems II , Series in Machine Perception and Artificial Intelligence, World Scientific, 433-460.

Dissertations

Kauniskangas H (1999) Intelligent document image retrieval with improvements in database quality. Dissertation. Acta Univ Oul C 140,77 p + App.

Sauvola J (1997) Document analysis techniques and system components with applications in image retrieval. Dissertation. Acta Univ Oul C 98, 61 p + App.


MVG/Projects/DocumentImageAnalysis/Publications (last edited 2011-11-22 12:21:03 by WebMaster)