Visual scene understanding with stochastic MRF/MPP approaches

 

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

Cs. Benedek, D. Molnár and T. Szirányi: ”A Dynamic MRF Model for Foreground Detection on Range Data Sequences of Rotating Multi-Beam Lidar,” International Workshop on Depth Image Analysis, Tsukuba City, Japan, November 2012, to appear in Lecture Notes in Computers Science, Springer, 2012;  Download paper from SZTAKI publication repository

A. Börcs and Cs. Benedek: ”Urban Traffic Monitoring from Aerial LIDAR Data with a Two-Level Marked Point Process Model,” International Conference on Pattern Recognition (ICPR), Tsukuba Science City, Japan, Nov. 11-15, 2012 Download paper

A. Börcs and Cs. Benedek: ”A Marked Point Process Model for Vehicle Detection in Aerial LIDAR Point Clouds,” ISPRS Annals of Photogrammetry, Remote Sensing and the Spatial Information Sciences (Proc. ISPRS Congress), Melbourne, Australia, Aug. 25-Sept. 1, 2012 Download paper

Á. Utasi and Cs. Benedek, ”A Bayesian Approach on People Localization in Multi-Camera Systems,” IEEE Trans. on Circuits and Systems for Video Technology, in press 2012, IF: 1.649*

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Cs. Benedek, O. Krammer, M. Janóczki and L. Jakab: ”Solder Paste Scooping Detection by Multi-Level Visual Inspection of Printed Circuit Boards”, IEEE Trans. on Industrial Electronics , in press 2012, IF: 5.160*

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Cs. Benedek, X. Descombes and J. Zerubia: ”Building Development Monitoring in Multitemporal Remotely Sensed Image Pairs with Stochastic Birth-Death Dynamics”, IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. 34, no. 1, pp. 33-50, 2012, IF: 4.908* spotlight paper of the issue

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Cs. Benedek and T. Szirányi: ”Change Detection in Optical Aerial Images by a Multi-Layer Conditional Mixed Markov Model”, IEEE Trans. on Geoscience and Remote Sensing, vol. 47, no. 10, pp. 3416-3430, 2009, IF: 2.234

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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 Trans. on Image Processing, vol. 18, no. 10, pp. 2303-2315, 2009, IF: 2.848

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Cs. Benedek and T. Szirányi: ”Bayesian Foreground and Shadow Detection in Uncertain Frame Rate Surveillance Videos”, IEEE Trans. on Image Processing, vol. 17, no. 4, pp. 608-621, 2008, IF: 3.315

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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, download
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