Horst Bischof

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

1989 …2021

Research output per year

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Research Output

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Conference contribution
Conference contribution

Online Learning in Distributed Camera Networks

Leistner, C., Roth, P., Grabner, H., Bischof, H., Starzacher, A. & Rinner, B., 2008, (Accepted/In press) Proceedings on ICDSC 2008. .

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

On-line Learning of Object Representations

Bischof, H. & Leonardis, A., 1999, Artifical Neural Nets and Genetic Algorithms. Dobnikar, A., Steele, N. C., Pearson, D. W. & Albrecht, R. F. (eds.). Wien: Springer, p. 78-85 (Springer computer science).

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

On-line learning of unknown hand held objects via tracking

Roth, P., Donoser, M. & Bischof, H., 2006, Proc. ICVW '06, 2nd International Cognitive Vision Workshop. ., p. 00-00

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

Online Model-Based Multi-Scale Pose Estimation

Kempter, T., Wendel, A. & Bischof, H., 2012, Proceedings of CVWW 2012. ., p. 1-8

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

Online Multi-Class LPBoost

Saffari, A., Godec, M., Pock, T., Leistner, C. & Bischof, H., 2010, Proceedings for CVPR 2010. ., p. 3570-3577

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

On-line Multi-View Forests for Tracking

Leistner, C., Godec, M., Safariazaralamdari, A. & Bischof, H., 2010, Proceedings of DAGM 2010. Goesele, M., Roth, S., Kuijper, A., Schiele, B. & Schindler, K. (eds.). Springer Berlin - Heidelberg, p. 493-502

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

Online Object Recognition by MSER

Riemenschneider, H., Donoser, M. & Bischof, H., 2008, (Accepted/In press) Proceedings of International Conference on Pattern Recognition (ICPR 08). .

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

On-line Random Forests

Saffari, A., Leistner, C., Santner, J., Godec, M. & Bischof, H., 2009, (Accepted/In press) Proceedings of 3rd IEEE ICCV Workshop on On-line Computer Vision 2009. .

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

On-line Random Naive Bayes for Tracking

Godec, M., Leistner, C., Saffari, A. & Bischof, H., 2010, Proceedings for ICPR 2010. ., p. 3545-3548

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

On Robustness of On-line Boosting - A Competitive Study

Leistner, C., Saffari, A., Roth, P. & Bischof, H., 2009, (Accepted/In press) Proceedings of 3rd IEEE ICCV Workshop on On-line Computer Vision 2009. .

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

On Robust Regression in Photogrammetric Point Clouds

Schindler, K. & Bischof, H., 2003, Pattern Recognition - Proceedings 25th DAGM Pattern Recognition Symposium. Michaelis, B. & Krell, G. (eds.). ., p. 172-178

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

On the use of UAVs in Mining and Archaeology - Geo-accurate 3D Reconstructions using Various Platforms and Terrestrial Views

Rumpler, M., Tscharf, A., Fraundorfer, F., Bischof, H. & Mayer, G., 2015, (Accepted/In press) Proceedings of the International Conference on Unmanned Aerial Vehicles in Geomatics (UAV-g). .

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

On Using Off-the-Shelf Micro Projectors for 3D Metrology

Lenz, M., Rüther, M. & Bischof, H., 2009, Visual Learning. Wien: ., Vol. 254. p. 153-164 (books@ocg.at).

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

Optical Detection and Evaluation of Lightning Discharges

Rüther, M., Pack, S., Heber, M. & Bischof, H., 2008, (Accepted/In press) Proceedings of the 29th International Conference on Lighting Protection 2008. .

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

Optical flow based deformable volume registration using a novel second-order regularization prior

Grbic, S., Urschler, M., Pock, T. & Bischof, H., 2010, Proc. SPIE 7623, Medical Imaging 2010: Image Processing. Dawant, B. M. & Haynor, D. R. (eds.). SPIE

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

Optical Flow Guided TV-L1 Video Interpolation and Restoration

Werlberger, M., Pock, T., Unger, M. & Bischof, H., 2011, Proceedings of EMMCVPR 2011. ., p. 273-286

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

Optical Measurements of cake thickness and cake detachment on patchily cleaned commercial bag filters

Saleem, M., Krammer, G., Rüther, M. & Bischof, H., 2005, Procc. International Conference for Filtration and Separation Technology. ., p. 00-00

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

Optimal sub-shape models by minimum description length

Langs, G., Peloschek, P. & Bischof, H., 2005, Proceedings of CVPR 2005 Vol. II. Schmid, C. (ed.). IEEE-CS Press, p. 310-315

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

Optimizing 1-Nearest Prototype Classifiers

Wohlhart, P., Köstinger, M., Donoser, M., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 460-467

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

Optimizing Neural Networks for Land Use Classification

Bischof, H. & Leonardis, A., 1997, Neurocomputation in Remote Sensing Data Analysis. Berlin [u.a.]: Springer, p. 194-201

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

Ordinal Random Forests for Object Detection

Schulter, S., Roth, P. & Bischof, H., 2013, Pattern Recognition. ., Vol. 8142. p. 261-270 (Lecture Notes in Computer Science).

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

Pairwise Linear Regression: An Efficient and Fast Multi-view Facial Expression Recognition

Jampour, M., Mauthner, T. & Bischof, H., 2015, (Accepted/In press) Proceedings of International Conference on Automatic Face and Gesture Recognition. .

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

Paper Coating Layer Analysis Based on Computer Vision Methods

Donoser, M., Wiltsche, M., Bischof, H. & Bauer, W., 2005, International Conference on Quality Control by Artificial Vision. ., p. 39-44

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

Partially Rigid Bone Registration in CT Angiography

Urschler, M., Ditt, H. & Bischof, H., 2006, Proceedings of the Computer Vision Winter Workshop (CVWW). p. 34-39

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

PCA-based Fingerprint Minutiae Compression and Matching

Ramoser, H., Beleznai, C., Wachmann, B., Birchbauer, J., Bischof, H. & Kropatsch, W., 2001, Computer Vision, Computer Graphics and Photogrammetry - a Common Viewpoint. Wien: Österreichische Computer Gesellschaft, Vol. 147. p. 167-174 (Books@ocg.at).

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

PCA-Pyramids: Theory and Applications

Weingessel, A., Bischof, H. & Hornik, K., 1996, (Submitted) NEuroNet Workshop on Independent and Principal Component Analysis Methods for Image and Video Processing. .

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

PCA-Pyramids for Image Compression

Bischof, H. & Hornik, K., 1995, Advances in Neural Information Processing Systems. Cambridge, Mass. [u.a.]: MIT Press, p. 941-948

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

People counting in complex scenarios

Schlögl, T., Wachmann, B., Bischof, H. & Kropatsch, W., 2002, Vision with non-traditional sensors. Wien: Österreichische Computer Gesellschaft, Vol. 160. p. 159-166 (Books@ocg.at).

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

People tracking across two distant self-calibrated cameras

Pflugfelder, R. & Bischof, H., 2007, (Accepted/In press) Proceedings of IEEE International Conference on Advanced Video and Signal based Surveillance. .

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

Performance Evaluation Metrics for Motion Detection and Tracking

Schlögl, T., Beleznai, C., Winter, M. & Bischof, H., 2004, Proceeding 17th International Conference on Pattern Recognition. IEEE CSP, Vol. IV. p. 519-522

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

Performance Evaluation of Vision-Based Algorithms for MAVs

Holzmann, T., Prettenthaler, R., Pestana Puerta, J., Muschick, D., Mostegel, C., Fraundorfer, F., Bischof, H. & Graber, G., 2015, Workshop of the Austrian Association for Pattern Recognition. ., p. 1-8

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

Open Access
File

Personalized Dietary Self-Management Using Mobile Vision-Based Assistance

Luley, P., Lindschinger, M., Schmid, I., Scheitz, W., Bischof, H. & Paletta, L., 2018, New Trends in Image Analysis and Processing - ICIAP 2017: ICIAP International Workshops, WBICV, SSPandBE, 3AS, RGBD, NIVAR, IWBAAS, and MADiMa 2017, Catania, Italy, September 11-15, 2017, Revised selected Papers.

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

Person independent head pose estimation by non-linear regression and manifold embedding

Straka, M., Urschler, M., Storer, M., Bischof, H. & Birchbauer, J. A., 2010, Proceedings of the 34th Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR). p. 63-70

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

Person Re-Identification by Descriptive and Discriminative Classification

Hirzer, M., Roth, P., Beleznai, C. & Bischof, H., 2011, Proceedings of the Scandinavian Conference on Image Analysis (SCIA). ., p. 91-102

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

Person Re-identification by Efficient Impostor-Based Metric Learning

Hirzer, M., Roth, P. & Bischof, H., 2012, Proceedings of the IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS). ., p. 203-208

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

Photogrammetric 3D Reconstruction of Lightning Discharges

Rüther, M., Heber, M., Bischof, H. & Pack, S., 2008, Proceedings of the 32nd Workshop for Austrian Association for Pattern Recognition (AAPR/OAGM), Austrian Computer Society (OCG). ., p. 127-136

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

Photogrammetric Camera Network Design for Micro Aerial Vehicles

Hoppe, C., Wendel, A., Zollmann, S., Pirker, K., Irschara, A. & Bischof, H., 2012, Computer Vision Winter Workshop. ., p. 1-8

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

Pixel-wise Image Segmentation using Randomized Forest Classification and Shape Information

Kluckner, S. & Bischof, H., 2009, (Accepted/In press) Proceedings of the Computer Vision Winter Workshop 2008. .

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

Plane-based Surface Regularization for Urban 3D Reconstruction

Holzmann, T., Oswald, M. R., Pollefeys, M., Fraundorfer, F. & Bischof, H., 2017, 28th British Machine Vision Conference.

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

Open Access
File

Pose Estimation of known Objects by Efficient Silhouette Matching

Reinbacher, C., Rüther, M. & Bischof, H., 2010, Proceedings of 20th International Conference on Pattern Recognition (ICPR) 2010. ., p. 1080-1083

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

Predicting near infrared face texture from color face images using canonical correlation analysis

Reiter, M., Donner, R., Langs, G. & Bischof, H., 2006, Digital Imaging and Pattern Recognition, Proc. of 30th Workshop of the Austrian Association for Pattern Recognition. Austrian Computer Society (OCG), p. 161-168

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

Probabilistic Range Image Integration for DSM and True-Orthophoto Generation

Rumpler, M., Wendel, A. & Bischof, H., 2013, Proceedings of 18th Scandinavian Conference SCIA 2013.. ., p. 533-544

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

PROST: Parallel Robust Online Simple Tracking

Santner, J., Leistner, C., Saffari, A., Pock, T. & Bischof, H., 2010, Proceedings of Conference on Computer Vision and Pattern Recognition (CVPR) 2010. ., p. 723-730

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

Pulmonary Vascular Tree Segmentation from Contrast-Enhanced CT Images

Helmberger, M., Urschler, M., Pienn, M., Balint, Z., Olschewski, A. & Bischof, H., 2013, 37th Annual Workshop of the Austrian Association for Pattern Recognition (ÖAGM/AAPR).

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

Open Access

Pushing the Limits of Stereo Using Variational Stereo Estimation

Ranftl, R., Gehring, S., Pock, T. & Bischof, H., 2012, Proceedings of IV 2012. ., p. 401-407

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

Quantitative Evaluation of Motion Detection Algorithms for Surveillance Applications

Beleznai, C., Schlögel, T., Ramoser, H., Winter, M., Bischof, H. & Kropatsch, W., 2003, Vision in a Dynamic World, Proceedings of 27th Workshop of Austrian Association for Pattern Recognition. Austrian Computer Society (OCG), p. 205-212

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

Quantitative Evaluations of Motion Detection Algorithms for Surveillance Applications

Beleznai, C., Schlögl, T., Ramoser, H., Winter, M., Bischof, H. & Kropatsch, W., 2003, Proceedings of the 27th Workshop of the Austrian Association for Pattern Recognition. ., p. 205-212

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

Quantum-wave pattern recognition: From simulations toward implementation

Bischof, H. & Perus, M., 2003, Proceeding 7th Joint Conference on Information Science 2003. JCIS/Association for Intelligent Machinery, p. 1536-1539

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

Quantum wave-pattern recognition: from simulations towards implementation

Perus, M. & Bischof, H., 2003, Proceedings of the 7th Joint Conference on Information Sciences 2003. Wang, P. P. (ed.). JCIS/Association for Intellingent Machinery, p. 1536-1539

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