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
2012

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
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2013

Alternating Decision Forests

Schulter, S., Wohlhart, P., Leistner, C., Saffari, A., Roth, P. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. ., p. 508-515

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

Alternating Regression Forests for Object Detection and Pose Estimation

Schulter, S., Leistner, C., Wohlhart, P., Roth, P. & Bischof, H., 2013, (Accepted/In press) International Conference on Computer Vision. .

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

Automatic Registration of RGBD Scans via Salient Directions

Zeisl, B., Köser, K., Pollefeys, M. & Bischof, H., 2013, International Conference on Computer Vision. ., p. 465-472

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

Diffusion Processes for Retrieval Revisited

Donoser, M. & Bischof, H., 2013, Conference on Computer Vision and Pattern Recognition. Institute of Electrical and Electronics Engineers, p. 1320-1327

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

Diffusion Processes for Retrieval Revisited

Donoser, M. & Bischof, H., 2013, (Accepted/In press) British Machine Vision Conference. .

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

Efficient Retrieval for Large Scale Metric Learning

Köstinger, M., Roth, P. & Bischof, H., 2013, Pattern Recognition. ., Vol. 8142. p. 292-301 (Lecture Notes in Computer Science).

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

Fast Anatomical Structure Localization Using Top-Down Image Patch Regression

Donner, R., Menze, B. H., Bischof, H. & Langs, G., 2013, International Conference on Medical Image Computing and Computer Assisted Intervention. ., p. 133-141 (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging).

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

Flexible and User-Centric Camera Calibration using Planar Fiducial Markers

Daftry, S., Maurer, M., Wendel, A. & Bischof, H., 2013, British Machine Vision Conference. ., p. 1-13

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

Image Guided Depth Upsampling using Anisotropic Total Generalized Variation

Ferstl, D., Reinbacher, C., Ranftl, R., Rüther, M. & Bischof, H., 2013, (Accepted/In press) International Conference on Computer Vision. .

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

Incremental Line-based 3D Reconstruction using Geometric Constraints

Hofer, M., Wendel, A. & Bischof, H., 2013, Proceedings of the British Machine Vision Conference. ., p. 92.1-92.11

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

Open Access
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Incremental Surface Extraction From Sparse Structure-from-Motion Point Clouds

Hoppe, C., Klopschitz, M., Donoser, M. & Bischof, H., 2013, (Accepted/In press) British Machine Vision Conference. .

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

Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers

Köstinger, M., Wohlhart, P., Roth, P. & Bischof, H., 2013, (Accepted/In press) International Conference on Computer Vision. .

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

Line-based 3D Reconstruction of Wiry Objects

Hofer, M., Wendel, A. & Bischof, H., 2013, Proceedings of the 18th Computer Vision Winter Workshop. ., p. 78-85

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

Open Access
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Minimizing TGV-Based Variational Models with Non-convex Data Terms

Ranftl, R., Pock, T. & Bischof, H., 2013, 4th International Conference, SSVM 2013, Schloss Seggau, Leibnitz, Austria, June 2-6, 2013.. ., p. 282-293

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

Multi-Modality Depth Map Fusion using Primal-Dual Optimization

Ferstl, D., Ranftl, R., Rüther, M. & Bischof, H., 2013, Computational Photography (ICCP), 2013 IEEE International Conference on. ., p. 1-8

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

One-shot learning of anatomical structure localization models

Donner, R. & Bischof, H., 2013, Proceedings of 10th ISBI. ., p. 222-225

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

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

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

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

Revisiting loss-specific training of filter-based MRFs for image restoration

Chen, Y., Pock, T., Ranftl, R. & Bischof, H., 2013, 35th German Conference, GCPR 2013, Proceedings. ., p. 271-281

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

Semi-supervised Image Classification with Huberized Laplacian Support Vector Machines

Khan, I., Roth, P., Bais, A. & Bischof, H., 2013, (Accepted/In press) International Conference on Emerging Technologies. .

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

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

2014

Accurate Object Detection with Joint Classification-Regression Random Points

Schulter, S., Leistner, C., Wohlhart, P., Roth, P. & Bischof, H., 2014, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

Active monocular localization: Towards autonomous monocular exploration for multirotor MAVs

Mostegel, C., Wendel, A. & Bischof, H., 2014, International Conference on Robotics and Automation. ., p. 3848-3855

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

aTGV-SF: Dense Variational Scene Flow through Projective Warping and Higher Order Regularization

Ferstl, D., Reinbacher, C., Riegler, G., Rüther, M. & Bischof, H., 2014, (Accepted/In press) Proceedings of International Conference on 3D Vision (3DV). .

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

Automated End-to-End Workflow for Precise and Geo-accurate Reconstructions using Fiducial Markers

Rumpler, M., Daftry, S., Tscharf, A., Prettenthaler, R., Hoppe, C., Mayer, G. & Bischof, H., 2014, Proceedings of PCV 2014. ., p. 135-142

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

Automatic glottis segmentation from laryngeal high-speed videos using 3D active contours

Schenk, F., Urschler, M., Aigner, C., Rösner, I., Aichinger, P. & Bischof, H., 2014, Proceedings of the 18th Conference on Medical Image Understanding and Analysis. Reyes-Aldasoro, C. C. & Slabaugh, G. (eds.). The British Machine Vision Association, p. 111-116

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

Open Access

CP-Census: A Novel Model for Dense Variational Scene Flow from RGB-D Data

Ferstl, D., Riegler, G., Rüther, M. & Bischof, H., 2014, (Accepted/In press) British Machine Vision Conference. .

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

Determination of legal majority age from 3D magnetic resonance images of the radius bone

Stern, D., Ebner, T., Bischof, H. & Urschler, M., 2014, IEEE 11th International Symposium on Biomedical Imaging (ISBI). Institute of Electrical and Electronics Engineers, p. 1119 - 1122

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

Fully Automatic Bone Age Estimation from Left Hand MR Images

Stern, D., Ebner, T., Bischof, H., Grassegger, S., Ehammer, T. & 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.). Switzerland: Springer International Publishing AG , Vol. 8674. p. 220-227 (Lecture Notes in Computer Science; vol. 8674 ).

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

Geometric Abstraction from Noisy Image-Based 3D Reconstructions

Holzmann, T., Hoppe, C., Kluckner, S. & Bischof, H., 2014, OAGM 2014 proceedings. ., p. 1-8

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

Hough Forests Revisited: An Approach to Multiple Instance Tracking from Multiple Cameras

Poier, G., Schulter, S., Sternig, S., Roth, P. & Bischof, H., 2014, DAGM Symposium Mustererkennung. ., p. 499-510

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

Hough Networks for Head Pose Estimation and Facial Feature Localization

Riegler, G., Ferstl, D., Rüther, M. & Bischof, H., 2014, (Accepted/In press) British Machine Vision Conference. .

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

Improved Sport Activity Recognition using Spatio-temporal Context

Waltner, G., Mauthner, T. & Bischof, H., 2014, (Accepted/In press) Proc. DVS-Conference on Computer Science in Sport (DVS/GSSS). .

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

Improving Sparse 3D Models for Man-Made Environments Using Line-Based 3D Reconstruction

Hofer, M., Maurer, M. & Bischof, H., 2014, Proceedings of the International Conference on 3D Vision. ., p. 535-542

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

Open Access
File

Indoor Activity Detection and Recognition for Automated Sport Games Analysis

Waltner, G., Mauthner, T. & Bischof, H., 2014, Workshop of the Austrian Association for Pattern Recognition. ., p. 1-4

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

Semi-Global 3D Line Modeling for Incremental Structure-from-Motion

Hofer, M., Donoser, M. & Bischof, H., 2014, (Accepted/In press) Proceedings of the 25th British Machine Vision Conference. .

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

Open Access
File

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

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

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

Zur Frage der Genauigkeit UAV-gestützter Tagebauvermessung

Tscharf, A., Rumpler, M., Mayer, G. & Bischof, H., May 2014, Schriftenreihe des Instituts für Markscheidewesen und Geodäsie.

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

2015

A Framework for Articulated Hand Pose Estimation and Evaluation

Riegler, G., Ferstl, D., Rüther, M. & Bischof, H., 2015, (Accepted/In press) Scandinavian Conference on Image Analysis. .

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

Aktueller Forschungsstand zur Genauigkeit UAV-gestützter Tagebauvermessung

Tscharf, A., Mayer, G., Rumpler, M. & Bischof, H., May 2015, Schriftenreihe des Instituts für Markscheidewesen und Geodäsie.

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

Anatomical landmark detection in medical applications driven by synthetic data

Riegler, G., Urschler, M., Rüther, M., Bischof, H. & Stern, D., 2015, IEEE International Conference on Computer Vision Workshop (ICCVW): TASK-CV: Transferring and Adapting Source Knowledge in Computer Vision. Institute of Electrical and Electronics Engineers, p. 85-89

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

Building with Drones: Accurate 3D Facade Reconstruction using MAVs

Daftry, S., Hoppe, C. & Bischof, H., 2015, (Accepted/In press) International Conference on Robotics and Automation. .

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