• 1572 Citations
  • 20 h-Index
1985 …2019

Research output per year

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2019

A hybrid CNN approach for single image depth estimation: A case study

Harsányi, K., Kiss, A., Majdik, A. & Szirányi, T., Jan 1 2019, Multimedia and Network Information Systems - Proceedings of the 11th International Conference MISSI 2018. Choros, K., Kopel, M., Kukla, E. & Sieminski, A. (eds.). Springer Verlag, p. 372-381 10 p. (Advances in Intelligent Systems and Computing; vol. 833).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Street object classification via LIDARs with only a single or a few layers

Rozsa, Z. & Szirányi, T., May 6 2019, IEEE 3rd International Conference on Image Processing, Applications and Systems, IPAS 2018. Institute of Electrical and Electronics Engineers Inc., p. 156-161 6 p. 8708881. (IEEE 3rd International Conference on Image Processing, Applications and Systems, IPAS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2018

Deeprn: A Content Preserving Deep Architecture for Blind Image Quality Assessment

Varga, D., Saupe, D. & Sziranyi, T., Oct 8 2018, 2018 IEEE International Conference on Multimedia and Expo, ICME 2018. IEEE Computer Society, 8486528. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Wormhole detection in wireless sensor networks using spanning trees

Harsanyi, K., Kiss, A. & Szirányi, T., Mar 26 2018, 2018 IEEE International Conference on Future IoT Technologies, Future IoT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2017

Automatic cartoon colorization based on convolutional neural network

Varga, D., Szirányi, T. & Szabó, C. A., Jun 19 2017, Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, CBMI 2017. Association for Computing Machinery, Vol. Part F130150. a28

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fast content-based image retrieval using convolutional neural network and hash function

Varga, D. & Szirányi, T., Feb 6 2017, 2016 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2016 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2636-2640 5 p. 7844637

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Fully automatic image colorization based on Convolutional Neural Network

Varga, D. & Szirányi, T., Apr 13 2017, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 3691-3696 6 p. 7900208

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Person re-identification based on deep multi-instance learning

Varga, D. & Szirányi, T., Oct 23 2017, 25th European Signal Processing Conference, EUSIPCO 2017. Institute of Electrical and Electronics Engineers Inc., p. 1559-1563 5 p. 8081471. (25th European Signal Processing Conference, EUSIPCO 2017; vol. 2017-January).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Konstanz natural video database (KoNViD-1k)

Hosu, V., Hahn, F., Jenadeleh, M., Lin, H., Men, H., Szirányi, T., Li, S. & Saupe, D., Jun 30 2017, 2017 9th International Conference on Quality of Multimedia Experience, QoMEX 2017. Institute of Electrical and Electronics Engineers Inc., 7965673. (2017 9th International Conference on Quality of Multimedia Experience, QoMEX 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

23 Citations (Scopus)

Twin deep convolutional neural network for example-based image colorization

Varga, D. & Szirányi, T., Jan 1 2017, Computer Analysis of Images and Patterns - 17th International Conference, CAIP 2017, Proceedings. Springer Verlag, p. 184-195 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10424 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2016

Exploring in partial views: Prediction of 3D shapes from partial scans

Rozsa, Z. & Szirányi, T., Jul 5 2016, 12th IEEE International Conference on Control and Automation, ICCA 2016. IEEE Computer Society, Vol. 2016-July. p. 707-713 7 p. 7505362

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)
2015

A Multi-View Pedestrian Tracking Method in an Uncalibrated Camera Network

Varga, D., Szirányi, T., Kiss, A., Spórás, L. & Havasi, L., Feb 11 2015, Proceedings - 2015 IEEE International Conference on Computer Vision Workshops, ICCVW 2015. Institute of Electrical and Electronics Engineers Inc., p. 184-191 8 p. 7406382. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2015-February).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

An improved mutual information similarity measure for registration of multi-modal remote sensing images

Shadaydeh, M. & Szirányi, T., 2015, Proceedings of SPIE - The International Society for Optical Engineering. SPIE, Vol. 9643. 96430F

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Detecting objects thrown over Fence in outdoor scenes

Csordás, R., Havasi, L. & Szirányi, T., Jan 1 2015, VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings. Battiato, S., Imai, F. & Braz, J. (eds.). SciTePress, p. 593-599 7 p. (VISAPP 2015 - 10th International Conference on Computer Vision Theory and Applications; VISIGRAPP, Proceedings; vol. 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Pedestrian detection in surveillance videos based on CS-LBP feature

Varga, D., Havasi, L. & Szirányi, T., Aug 25 2015, 2015 International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2015. Institute of Electrical and Electronics Engineers Inc., p. 413-417 5 p. 7223288

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)
2014

An improved local similarity measure estimation for change detection in remote sensing images

Shadaydeh, M. & Sziranyi, T., Jan 27 2014, Proceeding - ICARES 2014: 2014 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology. Institute of Electrical and Electronics Engineers Inc., p. 234-238 5 p. 7024381. (Proceeding - ICARES 2014: 2014 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Calibrationless sensor fusion using linear optimization for depth matching

Havasi, L., Kiss, A., Spórás, L. & Szirányi, T., Jan 1 2014, Combinatorial Image Analysis - 16th International Workshop, IWCIA 2014, Proceedings. Springer Verlag, p. 158-170 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8466 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

LHI-tree: An efficient disk-based image search application

Havasi, L., Varga, D. & Szirányi, T., Jan 13 2014, 2014 International Workshop on Computational Intelligence for Multimedia Understanding, IWCIM 2014. Institute of Electrical and Electronics Engineers Inc., 7008794. (2014 International Workshop on Computational Intelligence for Multimedia Understanding, IWCIM 2014).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2013

A dynamic MRF model for foreground detection on range data sequences of rotating multi-beam lidar

Benedek, C., Molnár, D. & Szirányi, T., Sep 5 2013, Advances in Depth Image Analysis and Applications - International Workshop, WDIA 2012, Selected and Invited Papers. p. 87-96 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7854 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

An integrated 4D vision and visualisation system

Benedek, C., Jankó, Z., Horváth, C., Molnár, D., Chetverikov, D. & Szirányi, T., Aug 13 2013, Computer Vision Systems - 9th International Conference, ICVS 2013, Proceedings. p. 21-30 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7963 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Evaluation of manually created ground truth for multi-view people localization

Kiss, Á. & Szirányi, T., Oct 15 2013, Proceedings of the International Workshop on Video and Image Ground Truth in Computer Vision Applications, VIGTA 2013. (ACM International Conference Proceeding Series).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved segmentation of a series of remote sensing images by using a fusion MRF model

Sziranyi, T. & Shadaydeh, M., Sep 9 2013, 2013 11th International Workshop on Content-Based Multimedia Indexing, CBMI 2013 - Proceedings. p. 137-142 6 p. 6576571. (Proceedings - International Workshop on Content-Based Multimedia Indexing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Multi-view people detection on arbitrary ground in real-time

Kiss, Á. & Szirányi, T., May 31 2013, VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications. p. 675-680 6 p. (VISAPP 2013 - Proceedings of the International Conference on Computer Vision Theory and Applications; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Search in WikiImages using mobile phone

Havasi, L., Szabo, M., Pataki, M., Varga, D., Sziranyi, T. & Kovacs, L., Sep 9 2013, 2013 11th International Workshop on Content-Based Multimedia Indexing, CBMI 2013 - Proceedings. p. 219-222 4 p. 6576586. (Proceedings - International Workshop on Content-Based Multimedia Indexing).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2012

Automatic detection of structural changes in single channel long time-span brain MRI images using saliency map and active contour methods

Kovacs, A., Sziranyi, T. & Barsi, P., Dec 1 2012, 2012 IEEE International Conference on Image Processing, ICIP 2012 - Proceedings. p. 1265-1268 4 p. 6467097. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data simulation and testing of visual algorithms in synthetic environments for security sensor networks

Hummel, G., Kovács, L., Stütz, P. & Szirányi, T., Oct 25 2012, Future Security - 7th Security Research Conference, Future Security 2012, Proceedings. p. 212-215 4 p. (Communications in Computer and Information Science; vol. 318 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Geometrical and textural component separation with adaptive scale selection

Szirányi, T. & Szolgay, D., Oct 10 2012, Computational Intelligence for Multimedia Understanding - International Workshop, MUSCLE 2011, Revised Selected Papers. p. 66-77 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7252 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph based descriptor evaluation towards automatic feature selection

Keszler, A., Kovács, L. & Szirányi, T., Jun 15 2012, VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications. p. 375-380 6 p. (VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications; vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Intelligent multi sensor fusion system for advanced situation awareness in urban environments

Hummel, G., Russ, M., Stütz, P., Soldatos, J., Rossi, L., Knape, T., Utasi, Á., Kovács, L., Szirányi, T., Doulaverakis, C. & Kompatsiaris, I., Oct 25 2012, Future Security - 7th Security Research Conference, Future Security 2012, Proceedings. p. 93-104 12 p. (Communications in Computer and Information Science; vol. 318 CCIS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Saliency map estimation by constructing graphs of possible eye-tracking paths

Szalai, S., Sziranyi, T. & Vidnyanszky, Z., Dec 1 2012, 3rd IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2012 - Proceedings. p. 137-142 6 p. 6421969. (3rd IEEE International Conference on Cognitive Infocommunications, CogInfoCom 2012 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The appearance of the giant component in descriptor graphs and its application for descriptor selection

Keszler, A., Kovács, L. & Szirányi, T., Oct 24 2012, Information Access Evaluation: Multilinguality, Multimodality, and Visual Analytics - Third International Conference of the CLEF Initiative, CLEF 2012, Proceedings. p. 76-81 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7488 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Tracking the saliency features in images based on human observation statistics

Szalai, S., Szirányi, T. & Vidnyanszky, Z., Oct 10 2012, Computational Intelligence for Multimedia Understanding - International Workshop, MUSCLE 2011, Revised Selected Papers. p. 219-233 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7252 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2011

A joint approach of building localization and outline extraction

Kovács, A., Benedek, C. & Szirányi, T., Jun 13 2011, Proceedings of the 8th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2011. p. 163-168 6 p. (Proceedings of the 8th IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, SPPRA 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Estimation for the eye movement using the spanning tree of transition probability-based graphs

Szilái, S., Vidnyánszky, Z. & Szirányi, T., Sep 22 2011, 2011 2nd International Conference on Cognitive Infocommunications, CogInfoCom 2011. 5999454. (2011 2nd International Conference on Cognitive Infocommunications, CogInfoCom 2011).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph based solution for segmentation tasks in case of out-of-focus, noisy and corrupted images

Keszler, A., Szirányi, T. & Tuza, Z., Jul 18 2011, IMAGAPP and IVAPP 2011 - Proceedings of the International Conference on Imaging Theory and Applications and International Conference on Information Visualization Theory and Applications. p. 100-105 6 p. (IMAGAPP and IVAPP 2011 - Proceedings of the International Conference on Imaging Theory and Applications and International Conference on Information Visualization Theory and Applications).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Improved force field for vector field convolution method

Kovacs, A. & Sziranyi, T., Dec 1 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 2853-2856 4 p. 6116142. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Multi-view people surveillance using 3D information

Baltieri, D., Vezzani, R., Cucchiara, R., Utasi, Á., Benedek, C. & Sziranyi, T., Dec 1 2011, 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011. p. 1817-1824 8 p. 6130469. (Proceedings of the IEEE International Conference on Computer Vision).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Citations (Scopus)

Orthogonality based stopping condition for iterative image deconvolution methods

Szolgay, D. & Szirányi, T., Mar 16 2011, Computer Vision, ACCV 2010 - 10th Asian Conference on Computer Vision, Revised Selected Papers. PART 4 ed. p. 321-332 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6495 LNCS, no. PART 4).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reconstructing static scene viewed through smoke using video

Kiss, Á. & Szirányi, T., Dec 1 2011, ICIP 2011: 2011 18th IEEE International Conference on Image Processing. p. 3461-3464 4 p. 6116458. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Shape and texture fused recognition of flying targets

Kovács, A., Utasi, Á., Kovács, L. & Szirányi, T., Jun 29 2011, Signal Processing, Sensor Fusion, and Target Recognition XX. 80501E. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8050).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2010

High definition feature map for GVF snake by using Harris function

Kovacs, A. & Sziranyi, T., Dec 1 2010, Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Proceedings. PART 1 ed. p. 163-172 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6474 LNCS, no. PART 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

New saliency point detection and evaluation methods for finding structural differences in remote sensing images of long time-span samples

Kovacs, A. & Sziranyi, T., Dec 1 2010, Advanced Concepts for Intelligent Vision Systems - 12th International Conference, ACIVS 2010, Proceedings. PART 2 ed. p. 272-283 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6475 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2009

Digital video event detector framework for surveillance applications

Kovács, L., Utasi, Á., Szlávik, Z., Havasi, L., Petrás, I. & Szirányi, T., Dec 28 2009, 6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009. p. 565-570 6 p. 5280001. (6th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2009).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Extraction, categorization, and unusual motion signaling of small moving objects

Kovács, L., Utasi, Á. & Szirányi, T., Nov 2 2009, Signal and Data Processing of Small Targets 2009. 74450C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7445).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Local contour descriptors around scale-invariant keypoints

Kovács, A. & Szirányi, T., Jan 1 2009, 2009 IEEE International Conference on Image Processing, ICIP 2009 - Proceedings. IEEE Computer Society, p. 1105-1108 4 p. 5413448. (Proceedings - International Conference on Image Processing, ICIP).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

LOCMAX SIFT

Losteiner, D., Havasi, L. & Szirányi, T., Sep 25 2009, VISAPP 2009 - Proceedings of the 4th International Conference on Computer Vision Theory and Applications. p. 192-195 4 p. (VISAPP 2009 - Proceedings of the 4th International Conference on Computer Vision Theory and Applications; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

VISRET - A content based annotation, retrieval and visualization toolchain

Kovács, L., Utasi, Á. & Szirányi, T., Dec 1 2009, Advanced Concepts for Intelligent Vision Systems - 11th International Conference, ACIVS 2009, Proceedings. p. 265-276 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5807 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)
2008

A mixed Markov model for change detection in aerial photos with large time differences

Benedek, C. & Szirányi, T., Dec 1 2008, 2008 19th International Conference on Pattern Recognition, ICPR 2008. 4761658. (Proceedings - International Conference on Pattern Recognition).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Behavior and event detection for annotation and surveillance

Szlávik, Z., Kovács, L., Havasi, L., Benedek, C., Petrás, I., Utasi, Á., Licsár, A., Czúni, L. & Szirányi, T., Sep 22 2008, 2008 International Workshop on Content-Based Multimedia Indexing, CBMI 2008, Conference Proceedings. p. 117-124 8 p. 4564936. (2008 International Workshop on Content-Based Multimedia Indexing, CBMI 2008, Conference Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Fast template matching for measuring visit frequencies of dynamic web advertisements

Szolgay, D., Benedek, C. & Szirányi, T., Dec 17 2008, VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings. p. 228-233 6 p. (VISAPP 2008 - 3rd International Conference on Computer Vision Theory and Applications, Proceedings; vol. 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)