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contributions to texture analysis and facial image analysis. He was named a Highly Cited
Researcher by Clarivate Analytics in 2018. Since February 2023 he will be listed by Webometrics among the Highly Cited Researchers whose h-index is at least 100. In 2024 he was invited to be Fellow of Asia-Pacific Artificial Intelligence Association (AAIA).
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He has been
Associate Editor of IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Pattern Recognition, IEEE Transactions on Forensics and Security, Image and Vision Computing, and IEEE Transactions on Biometrics, Behavior and Identity Science. He has also been Guest Editor for
210:
for his contributions to texture and facial image analysis for machine vision. Already in 1994, he received the IAPR Fellow nomination for contributions to machine vision and its applications in industry and service to the IAPR In 2018, he received the IAPR's King-Sun Fu Prize for fundamental
184:
Pietikäinen received the Doctor of
Science in Technology degree from University of Oulu, Finland, in 1982. From 1980 to 1981 and from 1984 to 1985 he was with the Computer Vision Laboratory at the
192:. After the first visit, he established computer vision research at University of Oulu. For the 25th Anniversary book of his group in Oulu, see the list of selected publications.
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Su, Z.; Zhang, J.; Wang, L.; Zhang, H.; Liu, Z.; Pietikäinen, M.; Liu, L. (2023). "Lightweight pixel difference networks for visual representation learning".
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Ojala, T.; Pietikäinen, M.; Mäenpää, T. (2002). "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns".
993:
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Liu, L.; Lao, S.; Fieguth, P.; Guo, Y.; Wang, X.; Pietikäinen, M. (2016). "Median robust extended local binary pattern for texture classification".
176:, and vision-based perceptual interfaces. He was Director of the Center for Machine Vision Research, and Scientific Director of Infotech Oulu.
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Ojala, T.; Pietikäinen, M.; Harwood, D. (1996). "A comparative study of texture measures with classification based on feature distributions".
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Zhao, G.; Pietikäinen, M. (2007). "Dynamic texture recognition using local binary patterns with an application to facial expressions".
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He has authored over 350 refereed scientific publications, which have been frequently cited. He has made pioneering contributions to
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Zhou, Z.; Hong, X.; Zhao, G.; Pietikäinen, M. (2014). "A compact representation of visual speech data using latent variables".
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Ahonen, T.; Hadid, A.; Pietikäinen, M. (2006). "Face description with local binary patterns: Application to face recognition".
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Heikkilä, M.; Pietikäinen, M. (2006). "A texture-based method for modeling the background and detecting moving objects".
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Heikkilä, M.; Pietikäinen, M.; Schmid, C. (2009). "Description of interest regions with local binary patterns".
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Challenges of artificial intelligence - From machine learning and computer vision to emotional intelligence
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575:. Proc. IEEE Conference on Pattern Recognition and Computer Vision (CVPR). pp. 4265–4271.
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several special issues, including IEEE TPAMI and
International Journal of Computer Vision.
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Zhao, G.; Li, X.; Li, Y.; Pietikäinen, M. (2023). "Facial microexpressions: An overview".
156:. He is currently Professor (emer.) in the Center for Machine Vision and Signal Analysis,
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Liu, L.; Ouyang, W.; Wang, X.; Fieguth, P.; Chen, J.; Liu, X.; Pietikäinen, M. (2020).
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529:. Proc. IEEE International Conference on Computer Vision (ICCV). pp. 1449–1456.
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699:"Local binary features for texture classification: Taxonomy and experimental study"
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Sauvola, J.; Pietikäinen, M. (2000). "Adaptive document image binarization".
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520:. Proc. International Joint Conference on Biometrics (IJCB). pp. 1–7.
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Remote heart rate measurement from face videos under realistic situations
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Highly Cited
Researcher whose h-index is at least 100 in Google Scholar
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Face spoofing detection from single images using micro-texture analysis
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fundamental contributions to texture analysis and facial image analysis
799:. University of Oulu, jultika.oulu.fi/Record/isbn978-952-62-3687-2.
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188:, working with a pioneer of the computer image analysis, Professor
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Center for
Machine Vision and Signal Analysis, University of Oulu
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Liu, L.; Fieguth, P.; Guo, Y.; Wang, X.; Pietikäinen, M. (2017).
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Liu, L.; Fieguth, P.; Guo, Y.; Wang, X.; Pietikäinen, M. (2017).
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From algorithms to vision systems - Machine Vision Group 25 years
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How will artificial intelligence affect our lives in the 2050s?
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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IEEE Transactions on
Pattern Analysis and Machine Intelligence
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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IEEE Transactions on Pattern Analysis and Machine Intelligence
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Pietikäinen, M.; Hadid, A.; Zhao, G.; Ahonen, T. (2011).
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Pfister, T.; Li, X.; Zhao, G.; Pietikäinen, M. (2011).
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Local Binary Pattern (LBP) methodology in Scholarpedia
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Li, X.; Chen, J.; Zhao, G.; Pietikäinen, M. (2014).
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527:Recognising spontaneous facial micro-expressions
819:"Center for Machine Vision and Signal Analysis"
516:Määttä, J.; Hadid, A.; Pietikäinen, M. (2011).
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855:"Matti Pietikäinen - Google Scholar Citations"
127:Center for Machine Vision and Signal Analysis
509:Computer vision using local binary patterns
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994:Academic staff of the University of Oulu
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795:Pietikäinen, M.; Silven, O. (2023).
784:Pietikäinen, M.; Silven, O. (2021).
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164:. His research interests are in
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272:10.1016/S0031-3203(99)00055-2
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500:10.1016/j.patcog.2008.08.014
243:10.1016/0031-3203(95)00067-4
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83:IET Journal's Premium Award
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989:Finnish computer scientists
984:Computer vision researchers
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927:"Highly Cited Researchers"
909:"IAPR - King-Sun Fu Prize"
759:10.1007/s11263-019-01247-4
674:10.1109/TPAMI.2022.3229689
311:10.1109/tpami.2002.1017623
872:IEEE Fellow Class of 2012
206:In 2011, he was named an
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89:Highly Cited Researcher
20:Matti Kalevi Pietikäinen
777:Proceedings of the IEEE
445:10.1109/tpami.2007.1110
548:10.1109/TPAMI.2013.173
387:10.1109/tpami.2006.244
186:University of Maryland
891:"IAPR - IAPR Fellows"
790:. University of Oulu.
416:. University of Oulu.
350:10.1109/TPAMI.2006.68
215:Selected publications
197:local binary patterns
81:Pentti Kaitera Prize
979:Fellows of the IEEE
715:2017PatRe..62..135L
703:Pattern Recognition
635:2017PatRe..62..135L
623:Pattern Recognition
594:2016ITIP...25.1368L
482:2009PatRe..42..425H
470:Pattern Recognition
264:2000PatRe..33..225S
252:Pattern Recognition
235:1996PatRe..29...51O
223:Pattern Recognition
170:affective computing
113:Pattern recognition
877:2013-09-23 at the
280:10338.dmlcz/145819
158:University of Oulu
154:computer scientist
123:University of Oulu
87:King-Sun Fu Prize
58:University of Oulu
931:hcr.clarivate.com
859:scholar.google.fi
381:(12): 2037–2041.
168:, face analysis,
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98:Scientific career
85:Koenderink Prize
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511:. Springer.
208:IEEE Fellow
36:Citizenship
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805:References
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174:biometrics
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180:Biography
875:Archived
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610:26829791
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