• 1580 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: Conference contribution

Open Access
2 Citations (Scopus)

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

Rozsa, Z. & Szirányi, T., máj. 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: Conference contribution

1 Citation (Scopus)
2018

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

Varga, D., Saupe, D. & Sziranyi, T., okt. 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: Conference contribution

7 Citations (Scopus)
16 Citations (Scopus)

Wormhole detection in wireless sensor networks using spanning trees

Harsanyi, K., Kiss, A. & Szirányi, T., márc. 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: Conference contribution

2 Citations (Scopus)
2017

Automatic cartoon colorization based on convolutional neural network

Varga, D., Szirányi, T. & Szabó, C. A., jún. 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: Conference contribution

2 Citations (Scopus)

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

Varga, D. & Szirányi, T., febr. 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: Conference contribution

8 Citations (Scopus)

Fully automatic image colorization based on Convolutional Neural Network

Varga, D. & Szirányi, T., ápr. 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: Conference contribution

9 Citations (Scopus)

Person re-identification based on deep multi-instance learning

Varga, D. & Szirányi, T., okt. 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: Conference contribution

1 Citation (Scopus)

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

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., jún. 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: Conference contribution

25 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: Conference contribution

2 Citations (Scopus)

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

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

Research output: Article

6 Citations (Scopus)
2016

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

Rozsa, Z. & Szirányi, T., júl. 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: Conference 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., febr. 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: Conference 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: Conference contribution

5 Citations (Scopus)

Detecting objects thrown over Fence in outdoor scenes

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

Research output: Conference 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: Editorial

2 Citations (Scopus)

Marked point processes for enhancing seismic fault patterns

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

Research output: Article

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., szept. 1 2015, In : ISPRS Journal of Photogrammetry and Remote Sensing. 107, p. 22-37 16 p.

Research output: Article

34 Citations (Scopus)
1 Citation (Scopus)

Orientation-selective building detection in aerial images

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

Research output: Article

26 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: Conference 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: Conference 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: Conference 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: Article

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: Conference contribution

3 Citations (Scopus)

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

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

Research output: Article

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., szept. 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: Conference 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: Conference contribution

4 Citations (Scopus)

Dense subgraph mining with a mixed graph model

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

Research output: Article

3 Citations (Scopus)

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

Kiss, Á. & Szirányi, T., okt. 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: Conference contribution

41 Citations (Scopus)

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

Sziranyi, T. & Shadaydeh, M., szept. 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: Conference contribution

2 Citations (Scopus)
2 Citations (Scopus)
5 Citations (Scopus)

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

Kiss, Á. & Szirányi, T., máj. 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: Conference contribution

2 Citations (Scopus)

Search in WikiImages using mobile phone

Havasi, L., Szabo, M., Pataki, M., Varga, D., Sziranyi, T. & Kovacs, L., szept. 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: Conference contribution

1 Citation (Scopus)
2012
13 Citations (Scopus)
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: Conference contribution

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

Hummel, G., Kovács, L., Stütz, P. & Szirányi, T., okt. 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: Conference 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: Review article

6 Citations (Scopus)

Geometrical and textural component separation with adaptive scale selection

Szirányi, T. & Szolgay, D., okt. 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: Conference contribution

Graph based descriptor evaluation towards automatic feature selection

Keszler, A., Kovács, L. & Szirányi, T., jún. 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: Conference contribution

1 Citation (Scopus)

Harris function based active contour external force for image segmentation

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

Research output: Article

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., okt. 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: Conference contribution

7 Citations (Scopus)
9 Citations (Scopus)