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EU Centre of ExcellenceISO 9001

ERCIMW3C MemberFraunhofer Project Center

Csaba Benedek, Ph.D., senior research fellow
Csaba Benedek
Address: 1111 Budapest, Kende u. 13-17.
Room number: K 409-412
Phone: +36 1 279 6106
E-mail: benedek.csabaEZT_TOROLJE_KI@EZT_TOROLJE_KIsztaki.mta.hu
Homepage: http://web.eee.sztaki.hu/~bcsaba
Department: Distributed Events Analysis Research Laboratory

Publications

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Bayesian foreground and shadow detection in uncertain frame rate surveillance videos
Authors: Benedek, Csaba; Szirányi, Tamás
Date: 2008.
Published by: IEEE Transactions on Image Processing (Page: 6)
Behavior and event detection for annotation and surveillance
Fast template matching for measuring visit frequencies of dynamic web advertisements
Video surveillance framework for crime prevention and event indexing
Authors: Kovács, Levente Attila; Szlávik, Zoltán; Benedek, Csaba; Havasi, László Rajmund; Petrás, István; Losteiner, Dávid; Utasi, Ákos; Licsár, Attlia; Czúni, László; Szirányi, Tamás
Date: 2008.
Published by: ICT4JUSTICE workshop. Thessaloniki, 2008.
A mixed Markov model for change detection in aerial photos with large time differences
Novel Markovian Change Detection Models in Computer Vision
Authors: Benedek, Csaba
Date: 2008. 06. 30.
Kevert Markov modell alapú változásdetekció nagy idõkülönbséggel készült légi fotókon
Authors: Benedek, Csaba; Szirányi, Tamás
Date: 2009.
Published by: KÉPAF 2009. 7th conference of Hungarian Association for Image Processing and Pattern Recognition. Budapest, 2009. (Page: 1)
Shadow detection in digital images and videos
Authors: Benedek, Csaba; Szirányi, Tamás
Editor: Lukac, R.
Date: 2010.
Published by: Computational photography: methods and applications. (Digital imaging and computer vision.) (Page: 2)
Building Extraction and Change Detection in Multitemporal Remotely Sensed Images with Multiple Birth and Death Dynamics
Authors: Benedek, Csaba; Descombes, Xavier; Zerubia, Josiane
Date: 2009. 12. 06.
Published by: IEEE Workshop on Applications of Computer Vision (WACV)
Change detection in optical aerial images by a multilayer conditional mixed Markov model
Detection of object motion regions in aerial image pairs with a multilayer Markovian model
Authors: Benedek, Csaba; Szirányi, Tamás; Kato, Zoltan; Zerubia, Josiane
Date: 2009.
Published by: IEEE Transactions on Image Processing (Page: 2)
Color models of shadow detection in video scenes
Authors: Benedek, Csaba; Szirányi, Tamás
Editor: Ranchordas, A. K.; Araújo, H.; Vitriá, J.
Date: 2007.
Published by: VISAPP 2007. Proceedings of the 2nd international conference on computer vision theory and applications. Barcelona, 2007. (Page: 2)
Markovian framework for structural change detection with application on detecting built-in changes in airborne images
Optimizing of searching co-motion point-pairs for statistical camera calibration
Authors: Szlávik, Zoltán; Szirányi, Tamás; Havasi, László Rajmund; Benedek, Csaba
Date: 2005.
Published by: ICIP�05. IEEE international conference on image processing. Genova, 2005. Vol. 2. (Page: 1)
Random motion for camera calibration
Authors: Szlávik, Zoltán; Havasi, László Rajmund; Szirányi, Tamás; Benedek, Csaba
Date: 2005.
Published by: EUSIPCO 2005. 13th European signal processing conference. Antalya, 2005. (Page: 1)
Extracting structural fragments of overlapping pedestrians
Authors: Havasi, L.; Benedek, Csaba; Szlávik, Zoltán; Szirányi, Tamás
Editor: Villanieva, JJ
Date: 2004.
Published by: Visualization, imaging, and image processing. Proceedings. of the 4th IASTED international conference, Marbella (Page: 9)
Személyek követése a járásminta számítógépes analízisével
Authors: Benedek, Csaba; Szirányi, Tamás
Date: 2004.
Published by: Képfeldolgozók és alakfelismerők IV. Konferenciája, Miskolctapolca. (Page: 1)
Motion-based flexible camera registration
Authors: Benedek, Csaba; Havasi, László Rajmund; Szirányi, Tamás; Szlávik, Zoltán
Date: 2005.
Published by: AVSS 2005. IEEE international conference on advanced video and signal based surveillance. Como, 2005. (Page: 4)
A Markov random field model for foreground-background separation
Authors: Benedek, Csaba; Szirányi, Tamás
Editor: Chetverikov, D; Czúni, L; Vincze, M
Date: 2005.
Published by: Joint Hungarian-Austrian conference on image processing and pattern recognition. 5th conference of the Hungarian Association for Image Processing and Pattern Recognition (KÉPAF), 29th workshop of the Austrian Association for Pattern Recognition (OAGM/AAPR (Page: 1)
A multi-layer MRF model for object-motion detection in unregistered airborne image-pairs
Authors: Benedek, Csaba; Szirányi, Tamás; Kato, Zoltán; Zerubia, Josiane
Date: 2007.
Published by: ICIP 2007. IEEE international conference on image processing. San Antonio, 2007. (Page: V)
A three-layer MRF model for object motion detection in airborne images
Authors: Benedek, Csaba; Szirányi, Tamás; Kató, Zoltán; Zerubia, Josiane
Date: 2007.
Published by: INRIA rapport de recherche 6208.
Markovian framework for foreground-background-shadow separation of real world video scenes
Authors: Benedek, Csaba; Szirányi, Tamás
Date: 2006.
Published by: Lecture Notes in Computer Science (Page: 8)
Learning human motion patterns from symmetries
Authors: Havasi, László Rajmund; Szlávik, Zoltán; Benedek, Csaba; Szirányi, Tamás
Date: 2005.
Published by: ICML 2005. 22nd international conference on machine learning. Tutorials and workshops. W 9. Proceedings. Bonn, 2005. (Page: 3)
Multi-camera people localization and height estimation using multiple birth-and-death dynamics
Multi target tracking on aerial videos
Urban Traffic Monitoring from Aerial LIDAR Data with a Two-Level Marked Point Process Model
A Dynamic MRF Model for Foreground Detection on Range Data Sequences of Rotating Multi-Beam Lidar
Ship Structure Extraction in ISAR Image Sequences by a Markovian Approach
Authors: Benedek, Csaba; Martorella, Marco
Date: 2012. 10. 22.
Published by: IET International Conference on Radar Systems
A Marked Point Process Model for Vehicle Detection in Aerial LIDAR Point Clouds
A Multi-View Annotation Tool for People Detection Evaluation
Authors: Utasi, Ákos; Benedek, Csaba
Date: 2012. 05. 21.
Published by: ACM International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications (VIGTA)
Towards 4D Virtual City Reconstruction From Lidar Point Cloud Sequences
Authors: Józsa, Oszkár; Börcs, Attila; Benedek, Csaba
Date: 2013.
Published by: ISPRS Workshop on 3D Virtual City Modeling (Page: 1)
Moving Target Analysis in ISAR Image Sequences with a Multiframe Marked Point Process Model
Authors: Benedek, Csaba; Martorella, Marco
Date: 2013.
Published by: IEEE Transactions on Geoscience and Remote Sensing (Page: 1)
A Two-Layer Marked Point Process Framework for Multilevel Object Population Analysis
Authors: Benedek, Csaba
Date: 2013. 03. 13.
Published by: International Conference on Image Analysis and Recognition (Page: 1)
Reconstruction of 3D Urban Scenes Using a Moving Lidar Sensor
Authors: Józsa, Oszkár; Benedek, Csaba
Date: 2013. 01. 17.
A Bayesian Approach on People Localization in Multi-Camera Systems
An Integrated 4D Vision and Visualisation System
Authors: Benedek, Csaba; Jankó, Zsolt; Horváth, Csaba; Molnár, Dömötör László; Csetverikov, Dmitrij; Szirányi, Tamás
Date: 2013.
Published by: International Conference on Computer Vision Systems (Page: 1)
Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics
Authors: Benedek, Csaba; Descombes, Xavier; Zerubia, Josiane
Date: 2012. 01. 01.
Published by: IEEE Trans. on Pattern Analysis and Machine Intelligence (Page: 3)
Multi-view people surveillance using 3D information
Authors: Baltieri, Davide; Vezzani, Roberto; Cucchiara, Rita; Utasi, Ákos; Benedek, Csaba; Szirányi, Tamás
Date: 2011. 11. 13.
Published by: ICCVW 2011. IEEE international conference on computer vision. Workshop on visual surveillance. Barcelona, 2011. (Page: 1)
Visual real-time detection, recognition and tracking of ground and airborne targets
Épületek és változásaik detekciója sztochasztikus módszerekkel
Authors: Benedek, Csaba; Descombes, Xavier; Zerubia, Josiane
Editor: Kató, Zoltán; Palágyi, Kálmán
Date: 2011.
Published by: KÉPAF 2011. 8th conference of the Hungarian Association for Image Processing and Pattern Recognition. Szeged, 2011. (Page: 1)
Building detection in a single remotely sensed image with a point process of rectangles
Authors: Benedek, Csaba; Descombes, Xavier; Zerubia, Josiane
Date: 2010. 08.
Published by: 20th international conference on pattern recognition (ICPR 2010). Istanbul, 2010. (Page: 1)
Efficient building change detection in sparsely populated areas using coupled marked point processes
Személyek lokalizálása és magasságuk becslése többszörös születés és halál dinamikával többkamerás környezetben
Detection of soldering defects in printed circuit boards with hierarchical marked point processes
Authors: Benedek, Csaba
Date: 2011.
Published by: Pattern Recognition Letters (Page: 1)
Analysis of solder paste scooping with hierarchical point processes
ISAR image sequence based automatic target recognition by using a multi-frame marked point process model
Authors: Benedek, Csaba; Martorella, Marco
Date: 2011. 07. 24.
Published by: IGARSS 2011. IEEE international geoscience and remote sensing symposium. Vancouver, 2011. (Page: 3)
A joint approach of building localization and outline extraction
A 3-D marked point process model for multi-view people detection
Solder Paste Scooping Detection by Multi-Level Visual Inspection of Printed Circuit Boards
Authors: Benedek, Csaba; Krammer, Olivér; Janócki, Mihály; Jakab, László
Date: 2013. 06. 01.
Published by: IEEE Transactions on Industrial Electronics (Page: 2)

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