BME FIEK
Opening hours
M-Th: 8:00–16:00
F: 8:00–13:00
Professor
Dr. Tamás Szirányi
DSc
H-1111, Budapest, BME L building
+3614632236
+36209993254
Research keywords:
· Machine perception
· artificial intelligence
· remote sensing
· video tracking
· visual recognition
· human-machine interaction
· autonomous driving
Horizon Europe keywords:
· Artificial Intelligence and Robotics
Publications
Benedek, Cs ; Majdik, A ; Nagy, B ; Rozsa, Z ; Sziranyi, T: „Positioning and perception in LIDAR point clouds”, Digital Signal Processing, 2021
Hosu, V ; Lin, H ; Sziranyi, T ; Saupe, D: „KonIQ-10k: An ecologically valid database for deep learning of blind image quality assessment”, IEEE Tr. Image Processing, V.29 pp. 4041-4056. (2020)
Rózsa Z, Szirányi T: Object detection from a few LIDAR scanning planes, IEEE Tr Intelligent Vehicles, , 2019
Rózsa Z, Szirányi T: Obstacle Prediction for Automated Guided Vehicles Based on Point Clouds Measured by a Tilted LIDAR Sensor, IEEE Tr Intelligent Transportation Systems, 19:(8) pp. 2708-2720. (2018)
Shadaydeh M, Zlinszky A, Manno-Kovács A, Sziranyi,T: Wetland mapping by fusion of airborne laser scanning and multi-temporal multispectral satellite imagery, Int. J. Remote Sensing, 38:(23) pp. 7422-7440. (2017)
Manno-Kovacs A, Sziranyi T: Orientation-selective building detection in aerial images, ISPRS J Photogrammetry and Remote Sensing, 108: pp. 94-112. (2015)
Benedek Cs, Shadaydey M, Kato Z, Szirányi T, Zerubia J: Multilayer Markov Random Field Models for Change Detection in Optical Remote Sensing Images, ISPRS J Photogrammetry and Remote Sensing, V.107, pp. 22-37, 2015
T. Szirányi, M. Shadaydeh: ”Segmentation of remote sensing images using similarity measure based fusion-MRF model”, IEEE Geoscience and Remote Sensing Letters, V.11(9), pp. 1544-1548, 2014
L. Kovács, A. Keszler, T. Szirányi: ” Component Evolution Analysis in Descriptor Graphs for Descriptor Ranking”, Digital Signal Processing, V.28, 2014
A. Kovács, T.Szirányi: Improved Harris feature point set for orientation sensitive urban area detection in aerial images, IEEE Geoscience and Remote Sensing Letters, V.10(4), pp. 796-800, 2013
D. Szolgay, T. Szirányi: “Adaptive Image Decomposition Into Cartoon and Texture Parts Optimized by the Orthogonality Criterion”, IEEE Tr. Image Processing, Vol: 21, 2012
Cs. Benedek and T. Szirányi: “Change Detection in Optical Aerial Images by a Multi-Layer Conditional Mixed Markov Model”, IEEE Tr. Geoscience and Remote Sensing, Vol: 47, No.: 10. pp. 3416-3430, 2009
L. Havasi , Z. Szlávik, T. Szirányi: “ The Use of Vanishing Point for the Classification of Reflections from Foreground Mask in Videos”, IEEE Tr. Image Processing, Vol: 18, No.: 6. pp. 1366-1372, 2009
Cs. Benedek, T. Szirányi, Z. Kato and J. Zerubia: Detection of Object Motion Regions in Aerial Image Pairs with a Multi-Layer Markovian Model, IEEE Tr. Image Processing, V. 18( 10). pp. 2303-2315, 2009
Cs. Benedek , T. Szirányi: ”Bayesian Foreground and Shadow Detection in Uncertain Frame Rate Surveillance Videos”, IEEE Tr. Image Processing, V.17(4), pp. 608-621, 2008
18. L. Kovács , T. Szirányi, ”Focus Area Extraction by Blind Deconvolution for Defining Regions of Interest”, IEEE Tr. Pattern Analysis and Machine Intelligence, V.29(6), pp.1080-1085, 2007
L. Havasi , Z. Szlávik, T. Szirányi, ”Detection of Gait Characteristics for Scene Registration in Video Surveillance System”, IEEE Tr. Image Processing, Vol.16, No.2, pp.503-510, 2007 Z. Szlávik, T. Szirányi, L. Havasi, ”Stochastic view registration of overlapping cameras based on arbitrary motion”,IEEE Tr. Image Processing, Vol.16, No.3, pp.710 - 720, 2007
A. Licsár, T. Szirányi: “User-adaptive hand gesture recognition system with interactive training”, Image and Vision Computing, Vol. 23, No.12 , pp. 1102-1114, November 2005
T. Szirányi: Subpixel pattern recognition by image histograms, Pattern Recognition, V.27, No.8, pp.1079-1092, 1994
Awards
Michelberger Master Prize Hungarian Academy of Engineering 2020
Officer’s Cross of Hungary President of Hungary 2018
Fellow Intl. Association of Pattern Recognition (IAPR) 2008 -
Fellow Hungarian Academy of Engineering 2008 -
Senior member IEEE, Signal Processing Society 2004 -
Pro Scientia Pannon University (Veszprém) 2011
Master Professor Gold medal OTDT 2001
Széchenyi professorship Hungarian Ministry of Education 2000 - 03
Projects
FP7European Defense Agency projects
European Space Agency projects
Hungarian Research Fund (OTKA)
Conferences
24th International Conference on Pattern Recognition (ICPR) IAPR Ass Editor Beijing 2018
HealthInf INSTICC Spec. Session Program Com. Angers 2014
11th Int. WS on Content-Based Multimedia Indexing IEEE Technical Program Chair Veszprém 2013
21st International Conference on Pattern Recognition (ICPR) IEEE/IAPR Area Co-Chair Tsukuba 2012
CogInfoCom IEEE Session Chair Kosice 2012
VISAPP 2012 INSTICC Program Committee, Session Chair Rome 2012
Int. Conf. on Image Processing (ICIP) IEEE Session Chair Brussels 2011
Int. Conf. on Image Processing (ICIP) IEEE Area Chair, Session Chair Egypt 2009
Int. Conf. on Image Processing (ICIP) IEEE Area Chair San Diego, USA 2008
Other activities
Member of Hungarian Academy of Sciences (MTA)Governing Board International Association for Pattern Recognition (IAPR) 1997-2002
Council of Research Institutes (AKT) Hungarian Academy of Sciences 2009 - 2015
Member of the board of Trustees of Bolyai Research Fellowship Hungarian Academy of Sciences
Information Technology Scientific Committee (secretary) Hungarian Academy of Sciences 1999-2011
Committee of Education Hungarian Academy of Sciences 2011 -
Automation and Computation Scientific Committee Hungarian Academy of Sciences 1999 -
Representative of doctors of the Hungarian Academy of Sciences from 2007 Hungarian Academy of Sciences 2007-2013
Founder and past president Hungarian Image Processing and Pattern Recognition Society 1997-2002