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Horst Possegger

Dipl.-Ing. Dr.techn., BSc

20102019
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Research Output 2011 2019

  • 15 Conference contribution
  • 4 Article
  • 1 Bachelor's Thesis
  • 1 Diploma Thesis
2019

An Intent-Based Automated Traffic Light for Pedestrians

Ertler, C., Possegger, H., Opitz, M. & Bischof, H., 2019, 2018 15th IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Telecommunication traffic
Scheduling
Crosswalks
Trajectories

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval

Waltner, G., Opitz, M., Possegger, H. & Bischof, H., 8 Jan 2019, (Submitted) 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Semi-supervised Detector Training with Prototypes for Vehicle Detection

Waltner, G., Opitz, M., Krispel, G., Possegger, H. & Bischof, H., Jun 2019, (Accepted/In press) 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. Institute of Electrical and Electronics Engineers, 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2018

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 7 Dec 2018, 2018 IEEE Intelligent Transportation Systems Conference, ITSC 2018. Institute of Electrical and Electronics Engineers, Vol. 2018-November. p. 3212-3217 6 p. 8569670

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Computer vision
Cameras
Neural networks
Data storage equipment

Deep 2.5 D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems

Waltner, G., Maurer, M., Holzmann, T., Ruprecht, P., Opitz, M., Possegger, H., Fraundorfer, F. & Bischof, H., 2018, In : arXiv.org e-Print archive. 6 p.

Research output: Contribution to journalArticleResearchpeer-review

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2018, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Research output: Contribution to specialist publicationArticleResearchpeer-review

Spatiotemporal Saliency Estimation by Spectral Foreground Detection

Aytekin, Ç., Possegger, H., Mauthner, T., Kiranyaz, S., Bischof, H. & Gabbouj, M., 2018, In : IEEE Transactions on Multimedia. 20, 1, p. 82-95

Research output: Contribution to journalArticleResearchpeer-review

2017

BIER - Boosting Independent Embeddings Robustly

Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2017, International Conference on Computer Vision (ICCV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Pedestrian Detection in RGB-D Images from an Elevated Viewpoint

Ertler, C. G., Possegger, H., Opitz, M. & Bischof, H., 2017, Proceedings of the 22nd Computer Vision Winter Workshop. Kropatsch, W. G., Janusch, I. & Artner, N. M. (eds.). Wien: TU Wien, Pattern Recongition and Image Processing Group

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2016

Efficient Model Averaging for Deep Neural Networks

Opitz, M., Possegger, H. & Bischof, H., 2016, Asian Conference on Computer Vision (ACCV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File

Grid Loss: Detecting Occluded Faces

Opitz, M., Waltner, G., Poier, G., Possegger, H. & Bischof, H., 2016, European Conference on Computer Vision (ECCV).

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

File
2015

Encoding based Saliency Detection for Videos and Images

Mauthner, T., Possegger, H., Waltner, G. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

In Defense of Color-based Model-free Tracking

Possegger, H., Mauthner, T. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The Visual Object Tracking VOT2015 challenge results

Matej, K., Matas, J., Leonardis, A., Felsberg, M., Čehovin, L., Fernández, G., Vojíř, T., Häger, G., Nebehay, G., Pflugfelder, R., Gupta, A., Bibi, A., Lukežič, A., Garcia-Martin, A., Petrosino, A., Saffari, A., Montero, A. S., Varfolomieiev, A., Baskurt, A., Zhao, B. & 107 othersGhanem, B., Martinez, B., Lee, B. J., Han, B., Wang, C., Garcia, C., Zhang, C., Schmid, C., Tao, D., Kim, D., Huang, D., Prokhorov, D., Du, D., Yeung, D-Y., Ribeiro, E., Khan, F. S., Porikli, F., Bunyak, F., Zhu, G., Seetharaman, G., Kieritz, H., Yau, H. T., Li, H., Qi, H., Bischof, H., Possegger, H., Lee, H., Nam, H., Bogun, I., Jeong, J., Cho, J., Lee, J-Y., Zhu, J., Shi, J., Li, J., Jia, J., Feng, J., Gao, J., Choi, J. Y., Kim, J-W., Lang, J., Martinez, J. M., Choi, J., Xing, J., Xue, K., Palaniappan, K., Lebeda, K., Alahari, K., Gao, K., Yun, K., Wong, K. H., Luo, L., Ma, L., Ke, L., Wen, L., Bertinetto, L., Pootschi, M., Maresca, M., Danelljan, M., Wen, M., Zhang, M., Arens, M., Valstar, M., Tang, M., Chang, M-C., Khan, M. H., Fan, N., Wang, N., Miksik, O., Torr, P., Wang, Q., Martin-Nieto, R., Pelapur, R., Bowden, R., Laganière, R., Moujtahid, S., Hare, S., Hadfield, S., Lyu, S., Li, S., Zhu, S-C., Becker, S., Duffner, S., Hicks, S., Golodetz, S., Choi, S., Wu, T., Mauthner, T., Pridmore, T., Hu, W., Hübner, W., Wang, X., Li, X., Shi, X., Zhao, X., Mei, X., Shizeng, Y., Hua, Y., Li, Y., Lu, Y., Li, Y., Chen, Z., Huang, Z., Chen, Z., Zhang, Z., He, Z. & Hong, Z., 2015, (Accepted/In press) Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ICCV). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2014

A novel method for the analysis of sequential actions in team handball

Rudelsdorfer, P., Schrapf, N., Possegger, H., Mauthner, T., Bischof, H. & Tilp, M., 2014, In : International Journal of Computer Science in Sport . 13, 1, p. 6-6 1 p.

Research output: Contribution to journalArticleResearchpeer-review

Occlusion Geodesics for Online Multi-object Tracking

Possegger, H., Mauthner, T., Roth, P. & Bischof, H., 2014, Conference on Computer Vision and Pattern Recognition. ., p. 1306-1313

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

The Visual Object Tracking VOT2014 challenge results

Kristan, M., Pflugfelder, R., Leonardis, A., Matas, J., Čehovin, L., Nebehay, G., Vojíř, T., Fernández, G., Lukežič, A., Dimitriev, A., Petrosino, A., Saffari, A., Li, B., Han, B., Heng, C., Garcia, C., Pangeršič, D., Häger, G., Khan, F. S., Oven, F. & 37 othersPossegger, H., Bischof, H., Nam, H., Zhu, J., Li, J., Choi, J. Y., Choi, J-W., Henriques, J. F., van de Weijer, J., Batista, J., Lebeda, K., Öfjäll, K., Yi, K. M., Quin, L., Wen, L., Maresca, M. E., Danelljan, M., Felsberg, M., Cheng, M-M., Torr, P., Huang, Q., Bowden, R., Hare, S., Lim, S. Y., Hong, S., Liao, S., Hadfield, S., Li, S. Z., Duffner, S., Golodetz, S., Mauthner, T., Vineet, V., Lin, W., Li, Y., Qui, Y., Lei, Z. & Niu, Z., 2014, (Accepted/In press) Workshop on the Visual Object Tracking Challenge (VOT, in conjunction with ECCV). .

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities

Possegger, H., Sternig, S., Mauthner, T., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 2395-2402

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2012

Unsupervised Calibration of Camera Networks an Virtual PTZ Cameras

Possegger, H., Rüther, M., Sternig, S., Mauthner, T., Klopschitz, M., Roth, P. & Bischof, H., 2012, Proceedings of CVWW 2012. ., p. 1-8

Research output: Chapter in Book/Report/Conference proceedingConference contributionResearchpeer-review

2011

Evaluation of Feature Representations for Object Detection with Boosted Classifiers

Possegger, H., 2011

Research output: ThesisBachelor's ThesisResearch