Selected PUBLICATION List of 


Detailed publication and citation lists here:



In SCI  Journals:

·         [J52]  Rózsa, Z ; Szirányi, T: " Obstacle Prediction for Automated Guided Vehicles Based on Point Clouds Measured by a Tilted LIDAR Sensor”, IEEE Trans Intelligent Transportation systems, V19 (8), 2708-2720, 2018

·         [J51]  Varga, D ; Szirányi, T: “Robust real-time pedestrian detection in surveillance videos”, J Ambient Intelligence and Humanized Computing V.8(1), pp. 79-85, 2017

·         [J50]  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 V38,  pp. 7422-7440, 2017

·         [J49]  Batenburg, J ; Sziranyi, T: “Computational Imaging – Editorial Introduction to the Special Theme”, ERCIM NEWS : 108 pp. 10-11, 2017

·         [J48]  Manno-Kovács A, Szirányi T: ”Orientation-selective building detection in aerial images”, ISPRS J Photogrammetry and Remote Sensing, V.108, pp. 94-112, 2015

·          [J47]  Keresztes B, Sziranyi T, Borda M, Lavialle O: ”Marked Point Processes for enhancing Seismic Fault Patterns, Journal of Applied Geophysics, V.118, pp. 115-123,  2015

·          [J46]  Schoeffmann K, Benois-Pineau J, Merialdo B, Szirányi T: ” Guest editorial: Content-Based Multimedia Indexing”, Multimedia Tools and Applications, V. 74(4), pp 1137-1142, 2015

·          [J45]  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

·          [J44]  Kovács L, Keszler A,  Szirányi T: Component Evolution Analysis in Descriptor Graphs for Descriptor Ranking”,  Digital Signal Processing, V.31(8), pp.1-12, 2014

·          [J43]  Szirányi T,  Shadaydeh M: ”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

·          [J42] Á.  Kiss, T. Szirányi: ”Localizing People in Multi-view Environment using Height Map Reconstruction in Real-Time”, Pattern Recognition Letters, V.34, pp. 2135-2143,  2013

·          [J41] 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

·          [J40] A. Keszler, T. Szirányi, Zs. Tuza: ”Dense subgraph mining with a mixed graph model”, Pattern Recognition Letters, V.34(11),  pp. 1252-1262, 2013

·          [J39] Kovács Levente, Kovács Andrea, Utasi Ákos, Szirányi Tamás: „Flying target detection and recognition by feature fusion”, Optical Engineering,  Vol.51, No.11,  p. 117002,  2012

 [J38] D. Szolgay, T. Szirányi: “Adaptive Image Decomposition Into Cartoon and Texture Parts Optimized by the Orthogonality Criterion”,  IEEE Tr. Image Processing,  V.21, No.8, pp. 3405-3415, 2012

·          [J37] A. Kovács, T.Szirányi: ”Harris Function Based External Force Field for Snakes”, Pattern Recognition Letters, V. 33(9),  pp.1180-1187,  2012

·          [J36] D. Szolgay, T. Szirányi: “Optimal stopping condition for iterative image deconvolution by a new orthogonality criterion”, Electronics Letters, V.47:(7), pp. 442-444,  2011

·          [J35] A. Licsár, T. Szirányi, L. Czúni: “Trainable blotch detection on high resolution archive films minimizing the human interaction”, Machine Vision and Applications Journal, 21:(5), pp. 767-777, 2010

·       [J34]  A. Licsár, T. Szirányi, László Kovács, B. Pataki: “A Folk Song Retrieval System with a Gesture-Based Interface”,  IEEE Multimedia,  Vol: 16, No.: 3. pp. 48-59, 2009. LINK

·       [J33]  Cs. Benedek and T. Szirányi: “Change Detection in Optical Aerial Images by a Multi-Layer Conditional Mixed Markov Mode”, IEEE Tr. Geoscience and Remote Sensing, Vol: 47, No.: 10. pp. 3416-3430, 2009

·       [J32]  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

·       [J31]  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 LINK

·       [J30]  Cs. Benedek , T. Szirányi:  ”Bayesian Foreground and Shadow Detection in Uncertain Frame Rate Surveillance Videos”,  IEEE Tr. Image Processing, Vol: 17, No.: 4. pp. 608-621, 2008

·       [J29]  Cs. Benedek , T. Szirányi:  ”Study on Color Space Selection for Detecting Cast Shadows in Video Surveillanc”, International Journal of Imaging Systems and Technology, Special Issue on Applied Color Image Processing. Vol. 17, No. 3. pp. 190-201, 2007

·       [J28] L. Kovács , T. Szirányi, ”Focus Area Extraction by Blind Deconvolution for Defining Regions of Interest”, IEEE Tr. Pattern Analysis and Machine Intelligence, V.29, No.6, pp.1080-1085, 2007

·       [J27]  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   Abstract

·       [J26]  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   Abstract

·         [J25]  L. Havasi, T.  Szirányi,  ”Estimation of Vanishing Point in Camera-Mirror Scenes Using Video”,  Optics Letters, Vol. 31, No. 10, pp: 1411-1413, 2006    Abstract

·         [J24]  Z. Szlávik, T. Szirányi, L. Havasi, ”Video camera registration using accumulated co-motion maps”, ISPRS J Photogrammetry and Remote Sensing, Vol.61, No1, pp.298-306,  2007    Abstract

·         [J23]  L. Havasi, Z. Szlávik, T. Szirányi: ”Higher order symmetry for non-linear classification of human walk detection”, Pattern Recognition Letters, Vol.27, pp.822-829, 2006       Abstract

·         [J22]  L. Kovács, T. Szirányi: “Relative Focus Map Estimation Using Blind Deconvolution”, Optics Letters, Vol.30, pp. 3021-3023, November 2005    Abstract

·         [J21]  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     Abstract

·         [J20]  I. Kopilovic, T. Szirányi: “Artifact Reduction with Diffusion Preprocessing for Image Compression”, Optical Engineering,  V.44. No.2, p. 027003-1/14, February 2005

·         [J19] L. Czúni, A. Hanis, L. Kovács, B. Kránicz, A. Licsár, T. Szirányi, I. Kas, Gy. Kovács, S. Manno: “Digital Motion Picture Restoration System for Film Archives (DIMORF)”, SMPTE Motion Imaging Journal, Vol. 113, pp.170-176, May-June  2004

·         [J18] L. Czúni, T. Szirányi,  ’Motion Segmentation and Tracking with Edge Relaxation and Optimization using Fully Parallel Methods in the Cellular Nonlinear Network Architecture’, Real-Time Imaging , Vol.7, No.1, pp.77-95, 2001

·         [J17] T. Szirányi, J. Zerubia, L. Czúni, D. Geldreich, Z. Kato: ' Image Segmentation Using Markov Random Field Model in Fully Parallel Cellular Network Architectures,'  Real-Time Imaging, Vol. 6, No. 3, pp. 195-211, 2000

·         [J16] T. Szirányi, K. László, L. Czúni, F. Ziliani: ’Object oriented motion-segmentation for video-compression in the CNN-UM’, J. VLSI in Signal Proc., V.23, No.2-3, pp.479-496, 1999

·         [J15] T. Szirányi, A. Hanis: Sub-pattern texture recognition using intelligent focal-plane imaging sensor of small window-size', Pattern Recognition Letters, Vol. 20,  pp.1133-1140, 1999

·         [J14]T. Szirányi, L. Czúni: 'Image Compression by Orthogonal Decomposition Using Cellular Neural Network Chips', Int. J. Circuit Theory and Applications, Vol. 27, No. 1, pp.117-134, 1999

·         [J13] T. Szirányi, M. Csapodi: 'Texture Classification and Segmentation by Cellular Neural Network using Genetic Learning', Computer Vision and Image Understanding, Vol. 71, No. 3, pp. 255-270, September 1998    Abstract

·         [J12] T. Szirányi: 'Texture recognition using superfast Cellular Neural Network VLSI chip in real experimental environment'Pattern Recognition Letters, Vol. 18, No. 11-13, pp. 1329-1334, November, 1997

·         [J11] T. Szirányi, J. Zerubia: ”Markov Random Field Image Segmentation using Cellular Neural Network” , IEEE Tr. Circuits and Systems I., V.44, pp.86-89, January 1997 Demo

·         [J10] R. Dominguez-Castro, S.M. Espejo, A. Rodriguez-Vazquez, R. Carmona, P. Földesy,Á. Zarándy, P. Szolgay, T. Szirányi, T. Roska: A 0.8 micrometer CMOS 2-D Programmable Mixed-Signal Focal-Plane Array Processor with On-Chip Binary Imaging and Instructions Storage, IEEE J. Solid State Circuits, V.32, pp.1013-1026, 1997

·         [J 9] T. Szirányi: ”Robustness of Cellular Neural Networks in image deblurring and texture segmentation”, Int. J. Circuit Theory and Applications, V.24, pp.381-396, May 1996

·         [J 8]T. Szirányi: Subpixel pattern recognition by image histograms, Pattern Recognition, V.27, No.8, pp.1079-1092, 1994

·         [J 7]T. Szirányi, J. Csicsvári: High speed character recognition using a dual Cellular Neural Network architecture, IEEE Trans. Circuits and Systems, V.40, No.3(II.), pp.223-231, 1993

·         [J 6]T. Szirányi, Á. Böröczki: Overall picture degradation error for scanned images and the efficiency of character recognition, Optical Engineering, V.30, No.12, pp.1878-1885, 1991

·         [J 5]T. Szirányi: Statistical subpixel measurement technology of light-beam width and profile, Optics and Lasers in Engineering, V.16, No.1, pp.1-15, 1992

·         [J 4] T. Roska, G. Bártfai, P. Szolgay, T. Szirányi, A. Radványi, T. Kozek, Zs. Ugray, Ĺ. Zarándy: A digital multiprocessor hardware accelerator board for Cellular Neural Networks: CNNHAC, Int. J. Circuit Theory and Applications, V.20, No.5, pp. 589-601, 1992

·         [J 3] T. Szirányi: Statistical pattern recognition of low resolution pictures, Pattern Recognition Letters, V.8, pp. 221-228, 1988

·         [J 2]T. Szirányi, P. Barczikay, T. Kovács: Measurement theory of laser-beam diameter of about 1um by moving CCD sensor, International Journal of Optoelectronics, V.3, pp. 187-194, 1988

·         [J 1] T. Szirányi: Thermal impedance measurement of laser diode chips using electrical methods only, International Journal of Electronics, V.63, pp. 153-157, 1987


In Hungarian:

·         [H1] Szirányi T., Czúni L.: ‘Képátalakítás Hűtéssel’, Élet és Tudomány, pp.199-202, 1999. Febr. 12.

·         [H2] T. Szirányi: Biológiai képek feldolgozása, Egészségügyi Informatika, Medicina Könyvkiadópp.325-338, 1999.




·       [P9]   Benedek Csaba, Csetverikov Dmitrij, Jankó Zsolt, Szirányi Tamás, Börcs Attila, Eichardt Iván:  Pub. No.: US 2016/0093101 A1, Pub. Date: Mar. 31, 2016

·         [P8]   Benedek Csaba, Csetverikov Dmitrij, Jankó Zsolt, Szirányi Tamás, Börcs Attila, Eichardt Iván:  Method and System for Generating a Three-Dimensional Model: Eljárás és rendszer egyesített háromdimenziós modell előállítására”, PCT/HU2014/000017, 2014

·         [P7]   Szirányi Tamás, Szolgay Dániel: ”Kép dekompozíciós eljárás pixelekből álló képnek alakzatképre és/vagy textúraképre való bontására”,  PCT/HU2012/000135, 2011

·         [P6]   T .Szirányi, L. Kovács (Pannon University):  ”Vak dekonvolúció alapú automatikus fókusz-térkép kinyerési eljárás (Relative Focus Map Estimation Using Blind Deconvolution)”,   Hungarian Patent Office, No.: P0501064, 25th November 2005

·         [P5]   A. Licsár Attila, T. Szirányi,  L. Czúni et al. (Pannon University):  ”Automatizált filmrekonstrukciós eljárás (Method of Automatic Film Restoration)”,  Hungarian Patent Office, No.: P0302715, 26th August, 2003

·         [P4]   T. Szirányi, Z. Tóth, I. Kopilovic: “ Számítógépes eljárás képek festményszerű megjelenítésére (Computerized Method  of Paintbrush-like Display of Images)”, Hungarian Patent Office, No.: P0000041, 10th of January, 10th of Januray, 2000

·         [P3]   T. Szirányi, J. Zerubia, L. Czúni, D. Geldreich, Z. Kató: “Markov Random Field Image Segmentation using Cellular Neural Network”,  France, 1997

·         [P2]   T. Szirányi, L. Illés, T. Kovács: “Eljárás és elrendezés fénynyaláb átmérőjének meghatározására (Process and Device for Determining Diameter of Light Beams)”, Hungarian Patent Office No. P8702572 , Serial No.: 201403, Budapest, 6th of May 1987 (1990)

·         [P1]   T. Szirányi: ”Procedure and Circuit for the Measurement of the PN junction Temperature of Laser Diodes”,  No.: 597/85, USSR, 1985