Horst Bischof

Univ.-Prof. Dipl.-Ing. Dr.techn.

1989 …2021
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Research Output 1989 2020

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Conference contribution

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

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

Time Depend On-line Boosting for Robust Backgroundmodeling

Grabner, H., Leistner, C. & Bischof, H., 2007, Proceedings of the IEEE Interational Conference on Computer Vision Theory and Applications. ., p. in press-in press

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

Time Depend On-line Boosting for Robust Background Modeling

Grabner, H., Leistner, C. & Bischof, H., 2008, Proceedings of 3rd International Conference on Computer Vision Theory and Applications. Springer, p. in press-in press

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

Tools for Dynamic Network Structures: GRAPE Grammars

Freund, R., Haberstroh, B. & Bischof, H., 1992, IJCNN, International Joint Conference on Neural Networks / Vol. 1. New York, NY: Int. Neural Network Soc., p. 737-742

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

Tortuosity of Pulmonary Vessels Correlates with Pulmonary Hypertension

Helmberger, M., Urschler, M., Pienn, M., Balint, Z., Olschewski, A. & Bischof, H., 2013, Proceedings of the 17th Conference on Medical Image Understanding and Analysis. Claridge, E., Palmer, A. D. & Pitkeathly, W. T. E. (eds.). The British Machine Vision Association, p. 87-92

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

Open Access

Towards Automatic Bone Age Estimation From MRI: Localization of 3D Anatomical Landmarks: localization of 3D anatomical landmarks

Ebner, T., Stern, D., Donner, R., Bischof, H. & Urschler, M., 2014, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2014: 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II. Golland, P., Hata, N., Barillot, C., Hornegger, J. & Howe, R. (eds.). Springer International Publishing AG , Vol. 8674. p. 421-428 8 p. (Lecture Notes in Computer Science; vol. 8674).

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

Open Access
Hand
Hand Bones
Bone and Bones
Joints
X-Rays

Towards Data-driven Multi-target Tracking for Autonomous Driving

Fruhwirth-Reisinger, C., Krispel, G., Possegger, H. & Bischof, H., 2020, Proceedings of the 25th Computer Vision Winter Workshop (CVWW). Ljubljana: Slovenian Pattern Recognition Society, p. 27-36

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

Target tracking
Telecommunication traffic
Detectors
Object detection

Towards Robot Localization using Natural, Salient Image Patches

Fraundorfer, F., Bischof, H. & Ober, S., 2004, Proceedings of the 9th Computer Vision Workshop. ., p. 159-166

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

Towards Wiki-based Dense City Modeling

Irschara, A., Zach, C. & Bischof, H., 2007, Proceedings of the Eleventh IEEE International Conference on Computer Vision, Workshop on Virtual Representations and Modeling of Large-Scale environments (VRML). ., p. in press-in press

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

Tracking across non-overlapping views via geometry

Bischof, H. & Pflugfelder, R., 2008, (Accepted/In press) Proceedings of the International Conference of Pattern Recognition. .

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

Tracking as Segmentation of Spatial-Temporal Volumes by Anisotropic Weighted TV

Unger, M., Mauthner, T., Pock, T. & Bischof, H., 2009, Energy Minimization Methods in Computer Vision and Pattern Recognition. Springer, Vol. 5681. p. 193-206 (Lecture Notes in Computer Science).

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

Tracking for learning an object representation from unlabeled data

Roth, P., Donoser, M. & Bischof, H., 2006, Proc. of 11th Computer Vision Winter Workshop. ., p. 46-51

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

Tracking multiple humans by fast mean shift mode seeking

Beleznai, C., Frühstück, B. & Bischof, H., 2005, Proceedings WAMOP - PETS. IEEE Computer Society, p. 25-32

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

Tracking multiple objects in complex scenes

Beleznai, C., Schlögl, T., Wachmann, B., Bischof, H. & Kropatsch, W., 2002, Vision with non-traditional sensors. Wien: Österreichische Computer Gesellschaft, Vol. 160. p. 175-182 (Books@ocg.at).

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

Tracking Structured Light Patterns

Clabian, M., Rötzer, H. R. & Bischof, H., 2001, Intelligent Robots and Computer Vision XX. Bellingham, Wash.: SPIE, Vol. 4572. p. 183-192 (SPIE proceedings series).

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

Training Sequential On-line Boosting Class for Visual Tracking

Grabner, H., Bischof, H., Sochman, J. & Matas, J., 2008, (Accepted/In press) Proceedings of the IEEE International Conference on Pattern Recognition (ICPR). .

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

TransientBoost: Online Boosting with Transient Data

Sternig, S., Godec, M., Roth, P. & Bischof, H., 2010, Proceedings for CVPR 2010. ., p. 22-27

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

TRICam - An Embedded Platform for Remote Traffic Surveillance

Arth, C., Leistner, C. & Bischof, H., 2006, CVPR Workshop on Embedded Systems. ., p. 125-132

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

TVGraz: Multi-Modal Learning of Object Categories by Combining Textual and Visual Features

Khan, I., Saffari, A. & Bischof, H., 2009, Visual Learning. ., p. 213-224

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

TVSeg - Interactive Total Variation Based Image Segmentation

Unger, M., Pock, T., Trobin, W., Cremers, D. & Bischof, H., 2008, Proceedings of Brithish Machine Vision Conference (BMVC 2008). ., p. 01-02

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

UAV-Anwendungen im Bergbau - Modellversuche als Beitrag zur photogrammetrischen Forschung und Entwicklung

Tscharf, A., Schenk, F., Mayer, G., Fraundorfer, F. & Bischof, H., 25 Jun 2018, 19. Geokinematischer Tag. Benndorf, J. (ed.). 1 ed. Vol. 2018. p. 30-43 14 p.

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

research and development
digitization
experiment
data interpretation
automation

UAV-based Autonomous Image Acquisition with Multi-View Stereo Quality Assurance by Confidence Prediction

Mostegel, C., Rumpler, M., Fraundorfer, F. & Bischof, H., 2016, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops.

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

UAV-gestütze Vermessung im Bergbau - Abschätzung der Genauigkeit bei Verwendung von Structure from Motion

Tscharf, A., Mayer, G., Fraundorfer, F. & Bischof, H., 16 May 2019, Schriftenreihe des Instituts für Markscheidewesen und Geodäsie an der Technischen Universität Bergakademie Freiberg. Benndorf, J. (ed.). Vol. 2019-1. p. 78-92 15 p.

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

UAV-Vermessung im Bergbau - Stand der Forschung und Ausblick

Tscharf, A., Rumpler, M., Mayer, G., Fraundorfer, F. & Bischof, H., May 2016, Schriftenreihe des Instituts für Markscheidewesen und Geodäsie.

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

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

Unsupervised Facade Segmentation using Repetitive Patterns

Wendel, A., Donoser, M. & Bischof, H., 2010, Proceedings for DAGM 2010. ., p. 51-60

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

Unsupervised Object Discovery and Segmentation in Videos

Schulter, S., Leistner, C., Roth, P. & Bischof, H., 2013, (Accepted/In press) British Machine Vision Conference. .

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

Using Covariance Matrices for Unsupervised Texture Segmentation

Donoser, M. & Bischof, H., 2008, Proceedings of International Conference on Pattern Recognition (ICPR). ., p. ??-??

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

Using Partial Edge Contour Matches for Efficient Object Category Localization

Riemenschneider, H., Donoser, M. & Bischof, H., 2010, 11th European Conference on Computer Vision. Daniilidis, K., Maragos, P. & Paragios, N. (eds.). Heidelberg: Springer Verlag Berlin, p. 29-42

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

Using Self- Contradiction to Learn Confidence Measures in Stereo Vision

Mostegel, C., Rumpler, M., Fraundorfer, F. & Bischof, H., 2016, IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

Using Web Search Engines to Improve Text Recognition

Donoser, M., Wagner, S. & Bischof, H., 2008, Proceedings of International Conference on Pattern Recognition (ICPR). ., p. ??-??

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

Utilizing Saliency Operators for Image Matching

Fraundorfer, F. & Bischof, H., 2003, Proceedings International Workshop on Attention and Performance in Computer Vision. ., p. 17-24

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

Vanishing points and lorries

Pflugfelder, R. & Bischof, H., 2004, Digital imaging in media and education - Proceedings of the 28th AAPR Workshop. Österreichische Computer Gesellschaft, Vol. 179. p. 205-212 (Books@ocg.at).

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

Variational Depth Superresolution using Example-Based Edge Representations

Ferstl, D., Rüther, M. & Bischof, H., 2015, International Conference on Computer Vision. ., p. 513-521

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

Variational Segmentation of Elongated Volumetric Structures

Reinbacher, C., Pock, T., Bauer, C. & Bischof, H., 2010, IEEE Proceedings of Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2010). ., p. 3177-3184

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

Vector Quantization and Minimum Description Length

Bischof, H. & Leonardis, A., 1999, International Conference on Advances in Pattern Recognition. Storer, J. A. & Cohn, M. (eds.). London: Springer, p. 355-364

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

Vertebrae Localization and Segmentation with SpatialConfiguration-Net and U-Net

Payer, C., Stern, D., Bischof, H. & Urschler, M., 2019, Large Scale Vertebrae Segmentation Challenge 2019.

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

Verwendung von neuralen Netzwerken zur Bestimmung der Baumart aus digitalen Rasterbildern

Bischof, H. & Pinz, A., 1989, Wissensbasierte Mustererkennung. Wien [u.a.]: Oldenbourg, Vol. 49. p. 149-161 (Schriftenreihe der Österreichischen Computer-Gesellschaft).

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

Verwendung von Neuralen Netzwerken zur Klassifikation Natürlicher Objekte am Beispiel der Baumerkennung aus Farb-Infrarot-Luftbildern

Bischof, H. & Pinz, A., 1990, Konnektionismus in Artficial Intelligence und Kognitionsforschung. Berlin [u.a.]: Springer, Vol. 252. p. 112-119 (Informatik-Fachberichte).

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

Video detection of dangerous good vehicles in road tunnels

Birchbauer, J., Köstinger, M., Wohlhart, P., Roth, P., Bischof, H. & Windisch, C., 2010, (Accepted/In press) Proceedings for Tunnel Safety and Ventilation 2010. .

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

Virtual Reality and Pattern Recognition in Brain-Computer Interface-Research.

Scherer, R., Lee, F. Y-T., Leeb, R., Schlögl, A., Neuper, C., Keinrath, C., Reitinger, B., Bischof, H. & Pfurtscheller, G., 2004, Proceedings of the 9th Computer Vision Winter Workshop. Ljubljana: Slovenian Pattern Recognition Society, p. 109-118

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

Vision-Based Quality Inspection in Robotic Welding

Heber, M., Reinbacher, C., Rüther, M. & Bischof, H., 2011, (Accepted/In press) Proceedings for AAPR/OAGM 2011. .

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

Visualization Methods for Neural Networks

Bischof, H., Pinz, A. & Kropatsch, W., 1992, Proceedings 11th IAPR Conference on Pattern Recognition ; Vol. 2. Los Alamitos, Calif.: IEEE Computer Soc. Press, p. 581-585

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

Visualization Methods for Neural Networks

Bischof, H. & Pinz, A., 1991, Konnektionismus: Beiträge aus Theorie und Praxis. Wien: Österr. Ges. für Artificial Intelligence, Vol. 3. p. 1-14 (Schriftenreihe der Österreichischen Gesellschaft für Artificial Intelligence).

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

Visual Landmark–based Localization for MAVs using Incremental Feature Updates

Wendel, A., Maurer, M. & Bischof, H., 2012, Proceedings of the Second Joint 3DIM/3DPVT Conference: 3D Imaging, Modeling, Processing, Visualization & Transmission (3DIMPVT). ., p. 278-285

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

Open Access
File

Visual On-line Learning in Distributed Camera Networks

Leistner, C., Grabner, H., Roth, P. & Bischof, H., 2008, (Accepted/In press) Proceedings of the IEEE International Conference on Distributed Smart Cameras. .

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

Visual Recognition and Fault Detection for Power Line Insulators

Oberweger, M., Wendel, A. & Bischof, H., 2014, Computer Vision Winter Workshop. .

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

Visual tracking of athletes in beach volleyball using a single camera

Mauthner, T., Koch, C., Tilp, M. & Bischof, H., 2007, Proceedings of 6th International Symposium on Computer Science in Sport. ., p. 83-91

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

VITUS: Video Image Analysis for Tunnel Safety

Schwabach, H., Harrer, M., Bischof, H., Tacke, A., Zoffmann, G., Beleznai, G., Strobl, B., Grabner, H. & Fernandez, G., 2006, Procedings on Tunnel Safety and Ventilation. ., p. 00-11

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