PUBLICATIONS

Notice that all postscript files are compressed with gzip.

2000

Jukka Iivarinen. Unsupervised Segmentation of Surface Defects with Simple Texture Measures. In M. Pietikäinen (Ed.), Texture Analysis in Machine Vision, Series in Machine Perception and Artificial Intelligence - vol. 40, World Scientific, pages 231-238, 2000.
[abstract]

Jukka Iivarinen, Katriina Heikkinen, Juhani Rauhamaa, Petri Vuorimaa, and Ari Visa. A Defect Detection Scheme for Web Surface Inspection. International Journal of Pattern Recognition and Artificial Intelligence, vol. 14, no. 6, pages 735-755, September 2000.
[abstract]

Jukka Iivarinen. Surface Defect Detection with Histogram-Based Texture Features. In D. P. Casasent (Ed.), Intelligent Robots and Computer Vision XIX: Algorithms, Techniques, and Active Vision, Proc. SPIE 4197, pages 140-145, 2000.
[abstract], [postscript (856910 bytes)]

1999

Jukka Iivarinen. Unsupervised Segmentation of Surface Defects with Simple Texture Measures. In M. Pietikäinen and H. Kauppinen (Eds.), Workshop on Texture Analysis in Machine Vision, pages 53-58, Oulu, Finland, June 14-15 1999.
[abstract] [postscript (789647 bytes)]

1998

Jukka Iivarinen. Texture Segmentation and Shape Classification with Histogram Techniques and Self-Organizing Maps. Acta Polytechnica Scandinavica, Mathematics, Computing and Management in Engineering Series No. 95, Doctor of Science (Technology) Thesis, Espoo 1998.
[abstract]

Jukka Iivarinen and Juhani Rauhamaa. Surface Inspection of Web Materials Using the Self-Organizing Map. In D. P. Casasent (Ed.), Intelligent Robots and Computer Vision XVII: Algorithms, Techniques, and Active Vision, Proc. SPIE 3522, pp. 96-103, 1998.
[abstract], [postscript (481704 bytes)]

Jukka Iivarinen and Ari Visa. Unsupervised Image Segmentation with the Self-Organizing Map and Statistical Methods. In D. P. Casasent (Ed.), Intelligent Robots and Computer Vision XVII: Algorithms, Techniques, and Active Vision, Proc. SPIE 3522, pp. 516-526, 1998.
[abstract], [postscript (748675 bytes)]

Jukka Iivarinen and Ari Visa. An Adaptive Texture and Shape Based Defect Classification. In the Proceedings of the 14th International Conference on Pattern Recognition, vol. 1, pp. 117-122, Brisbane, Australia, August 16-20, 1998.
[abstract], [postscript (516205 bytes)]

1997

Katriina Heikkinen. Hardware Architecture for Texture-Based Image Segmentation. Master of Science Thesis, Tampere University of Technology, 1997.

Katriina Heikkinen and Petri Vuorimaa. Hardware Architecture of the SOM for Real-Time Applications. In the Proceedings of the 5th European Congress on Intelligent Techniques and Soft Computing, vol. III, pp. 2495-2499, Aachen, Germany, September 8-11, 1997.
[abstract]

Jukka Iivarinen. Neural Networks in Unsupervised Image Segmentation. Licentiate of Science (Technology) Thesis, Helsinki University of Technology, Finland, April 1997.

Jukka Iivarinen, Markus Peura, Jaakko Särelä, and Ari Visa. Comparison of Combined Shape Descriptors for Irregular Objects. In Proceedings of the Eigth British Machine Vision Conference, vol. 2, pp. 430-439, University of Essex, UK, September 8-11, 1997.
[whole paper], [postscript (197419 bytes)]

Jukka Iivarinen, Juhani Rauhamaa, and Ari Visa. An Adaptive Two-Stage Approach to Classification of Surface Defects. In Proceedings of The 10th Scandinavian Conference on Image Analysis, vol. I, pp. 317-322, Lappeenranta, Finland, June 9-11, 1997.
[abstract], [postscript (422582 bytes)]

Markus Peura and Jukka Iivarinen. Efficiency of Simple Shape Descriptors. In C. Arcelli, L. P. Cordella, and G. Sanniti di Baja (Eds.), Advances in Visual Form Analysis, World Scientific, Singapore, pp. 443-451, 1997.
[abstract], [postscript (89226 bytes)]

1996

Jukka Iivarinen, Juhani Rauhamaa, and Ari Visa. An Adaptive Approach to Segmentation of Surface Defects. Technical Report A34, Helsinki University of Technology, Laboratory of Computer and Information Science, March 1996.
[abstract]

Jukka Iivarinen, Juhani Rauhamaa, and Ari Visa. Unsupervised Segmentation of Surface Defects. In 13th International Conference on Pattern Recognition, vol. IV, pp. 356-360, Vienna, Austria, August 25-30, 1996.
[whole paper], [postscript (210555 bytes)]

Jukka Iivarinen and Ari Visa. Shape recognition of irregular objects . In D. P. Casasent (Ed.), Intelligent Robots and Computer Vision XV: Algorithms, Techniques, Active Vision, and Materials Handling, Proc. SPIE 2904, pp. 25-32, 1996.
[abstract], [postscript (123814 bytes)]