• 1572 Citations
  • 20 h-Index
1985 …2019

Research output per year

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Research Output

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

No-reference video quality assessment via pretrained CNN and LSTM networks

Varga, D. & Szirányi, T., Jan 1 2019, In : Signal, Image and Video Processing.

Research output: Contribution to journalArticle

Open Access
2 Citations (Scopus)

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)

Obstacle prediction for automated guided vehicles based on point clouds measured by a tilted lidar sensor

Rozsa, Z. & Sziranyi, T., Aug 2018, In : IEEE Transactions on Intelligent Transportation Systems. 19, 8, p. 2708-2720 13 p., 8283563.

Research output: Contribution to journalArticle

15 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

Shadow detection in digital images and videos

Benedek, C. & Szirányi, T., Jan 1 2017, Computational Photography: Methods and Applications. CRC Press, p. 283-312 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)

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)

Wetland mapping by fusion of airborne laser scanning and multi-temporal multispectral satellite imagery

Shadaydeh, M., Zlinszky, A., Manno-Kovacs, A. & Szirányi, T., Dec 2 2017, In : International Journal of Remote Sensing. 38, 23, p. 7422-7440 19 p.

Research output: Contribution to journalArticle

5 Citations (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)

Guest editorial: Content-Based Multimedia Indexing

Schoeffmann, K., Benois-Pineau, J., Merialdo, B. & Szirányi, T., Jan 1 2015, In : Multimedia Tools and Applications. 74, 4, p. 1137-1142 6 p.

Research output: Contribution to journalEditorial

2 Citations (Scopus)

Marked point processes for enhancing seismic fault patterns

Barna, K., Szirányi, T., Borda, M. & Lavialle, O., Jul 1 2015, In : Journal of Applied Geophysics. 118, p. 115-123 9 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Multilayer Markov Random Field models for change detection in optical remote sensing images

Benedek, C., Shadaydeh, M., Kato, Z., Szirányi, T. & Zerubia, J., Sep 1 2015, In : ISPRS Journal of Photogrammetry and Remote Sensing. 107, p. 22-37 16 p.

Research output: Contribution to journalArticle

33 Citations (Scopus)

Multi target tracking on Aerial videos

Máttyus, G., Benedek, C. & Szirányi, T., Jan 1 2015, In : International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 38, 1W17

Research output: Contribution to journalConference article

1 Citation (Scopus)

Orientation-selective building detection in aerial images

Manno-Kovacs, A. & Sziranyi, T., Oct 1 2015, In : ISPRS Journal of Photogrammetry and Remote Sensing. 108, p. 94-112 19 p.

Research output: Contribution to journalArticle

24 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

Component evolution analysis in descriptor graphs for descriptor ranking

Kovács, L., Keszler, A. & Szirányi, T., Aug 2014, In : Digital Signal Processing: A Review Journal. 31, p. 1-12 12 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

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)

Segmentation of remote sensing images using similarity-measure-based fusion-MRF model

Sziranyi, T. & Shadaydeh, M., Sep 2014, In : IEEE Geoscience and Remote Sensing Letters. 11, 9, p. 1544-1548 5 p., 6730687.

Research output: Contribution to journalArticle

20 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)

Dense subgraph mining with a mixed graph model

Keszler, A., Szirányi, T. & Tuza, Z., May 20 2013, In : Pattern Recognition Letters. 34, 11, p. 1252-1262 11 p.

Research output: Contribution to journalArticle

3 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 Harris feature point set for orientation-sensitive urban-area detection in aerial images

Kovács, A. & Szirányi, T., Jul 1 2013, In : IEEE Geoscience and Remote Sensing Letters. 10, 4, p. 796-800 5 p.

Research output: Contribution to journalArticle

40 Citations (Scopus)

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)

Localizing people in multi-view environment using height map reconstruction in real-time

Kiss, Á. & Szirányi, T., Sep 18 2013, In : Pattern Recognition Letters. 34, 16, p. 2135-2143 9 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
5 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

Adaptive image decomposition into cartoon and texture parts optimized by the orthogonality criterion

Szolgay, D. & Sziranyi, T., Jul 27 2012, In : IEEE Transactions on Image Processing. 21, 8, p. 3405-3415 11 p., 6175955.

Research output: Contribution to journalArticle

12 Citations (Scopus)

A mixed graph model for community detection

Keszler, A. & Szirányi, T., Sep 1 2012, In : International Journal of Intelligent Information and Database Systems. 6, 5, p. 479-494 16 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

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)

Flying target detection and recognition by feature fusion

Kovács, L., Kovács, A., Utasi, Á. & Szirányi, T., Nov 1 2012, In : Optical Engineering. 51, 11, 117002.

Research output: Contribution to journalReview article

6 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)

Harris function based active contour external force for image segmentation

Kovacs, A. & Sziranyi, T., Jul 1 2012, In : Pattern Recognition Letters. 33, 9, p. 1180-1187 8 p.

Research output: Contribution to journalArticle

43 Citations (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)

ORIENTATION BASED BUILDING OUTLINE EXTRACTION in AERIAL IMAGES

Kovacs, A. & Sziranyi, T., Jul 16 2012, In : ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 1, p. 141-146 6 p.

Research output: Contribution to journalConference article

9 Citations (Scopus)