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  • Horst Bischof
2019

Segmenting and tracking cell instances with cosine embeddings and recurrent hourglass networks

Bischof, H., Payer, C., Stern, D., Feiner, M. & Urschler, M., 2019, In : Medical image analysis. p. 106-119

Research output: Contribution to journalArticleResearchpeer-review

2016

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

2017

Automated Inspection of Power Line Corridors to Measure Vegetation Undercut using UAV-based Images

Maurer, M., Hofer, M., Fraundorfer, F. & Bischof, H., Sep 2017, International Conference on Unmanned Aerial Vehicles in Geomatics. International Society for Photogrammetry and Remote Sensing

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

2018

Being lazy at labelling for pose estimation

Poier, G., Schinagl, D. & Bischof, H., 2018, Proceedings of the OAGM Workshop 2018. Graz: Verlag der Technischen Universität Graz, p. 130

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

Open Access
2017

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
2019

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval

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

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

2017

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

OctNetFusion: Learning Depth Fusion from Data

Riegler, G., Ulusoy, A. O., Bischof, H. & Geiger, A., 4 Apr 2017, Proceedings of 3DV 2017. 10 p.

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

2016

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

2019

Towards an Autonomous Vision-based Inventory Drone

Pestana Puerta, J., Maurer, M., Fraundorfer, F. & Bischof, H., 22 May 2019.

Research output: Contribution to conferencePosterResearch

2017

Scalable Surface Reconstruction from Point Clouds with Extreme Scale and Density Diversity

Mostegel, C., Prettenthaler, R., Fraundorfer, F. & Bischof, H., 2017, IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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

2019

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

2018

Member of Editorial Board Pattern Recognition

Bischof, H., 2018, In : Pattern recognition.

Research output: Contribution to journalEditorialResearchpeer-review

2016

Direct Stereo Visual Odometry Based on Lines

Holzmann, T., Fraundorfer, F. & Bischof, H., Feb 2016, 11th International Conference on Computer Vision Theory and Applications (VISAPP), 2016.

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

File
2017

Evaluations on multi-scale camera networks for precise and geo-accurate reconstructions from aerial and terrestrial images with user guidance

Rumpler, M., Tscharf, A., Mostegel, C., Daftry, S., Hoppe, C., Prettenthaler, R., Fraundorfer, F., Mayer, G. & Bischof, H., 2017, In : Computer vision and image understanding. 157, p. 255-273

Research output: Contribution to journalArticleResearchpeer-review

2016

An Event-Driven Stereo System for Real-Time 3-D 360° Panoramic Vision

Schraml, S., Belbachier, A. N. & Bischof, H., 2016, In : IEEE Transactions on Industrial Electronics. 63, 1, p. 418-428

Research output: Contribution to journalArticleResearchpeer-review

Special Issue on Visual Tracking

Mei, X., Zhang, T., Lu, H., Yang, M-H., Lee, K. M. & Bischof, H., 2016, In : Computer vision and image understanding. 153, p. 1-2 2 p.

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

2018

Prioritized multi-view stereo depth map generation using confidence prediction

Mostegel, C., Fraundorfer, F. & Bischof, H., 2018, In : ISPRS journal of photogrammetry and remote sensing.

Research output: Contribution to journalArticleResearchpeer-review

2016

Regressing Heatmaps for Multiple Landmark Localization Using CNNs

Payer, C., Stern, D., Bischof, H. & Urschler, M., 21 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016: 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II. Ourselin, S., Joskowicz, L., Sabuncu, M. R., Unal, G. & Wells, W. (eds.). Springer International Publishing AG , Vol. 9901. p. 230-238 9 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

2018

Instance segmentation and tracking with cosine embeddings and recurrent hourglass networks

Payer, C., Štern, D., Neff, T., Bischof, H. & Urschler, M., 16 Sep 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 - 21st International Conference, 2018, Proceedings. Springer Verlag Heidelberg, p. 3-11 9 p. (Lecture Notes in Computer Science; vol. 11071 ).

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

2016

ATGV-Net: Accurate Depth Super-Resolution

Riegler, G., Rüther, M. & Bischof, H., 2016, European Conference on Computer Vision. Springer International Publishing AG

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

2018

Innovativ und Autonom: Test Bestanden

Flügge, B. & Bischof, H., 2018, Smart Mobility in der Praxis: Das Auto--unverzichtbar für den intermodalen Verkehr?.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

2016

The 3D-PITOTI Project with a Focus on Multi-Scale 3D Reconstruction using Semi-Autonomous UAVs

Mostegel, C., Poier, G., Reinbacher, C., Hofer, M., Fraundorfer, F., Bischof, H., Höll, T., Holler, G. & Pinz, A., May 2016, 1st OAGM-ARW Joint Workshop: Vision Meets Robotics. p. 51-52 2 p.

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

2018

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

2019

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

2018

Learning Pose Specific Representations by Predicting Different Views

Poier, G., Schinagl, D. & Bischof, H., 2018, Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition.

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Semantic 3D Models from Real World Scene Recordings for Traffic Accident Simulation

Mohr, L., Öttl, M., Haberl, M., Rüther, M. & Bischof, H., 16 Apr 2018, Proceedings of 7th Transport Research Arena TRA 2018.

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

2019

Integrating spatial configuration into heatmap regression based CNNs for landmark localization

Bischof, H., Stern, D., Payer, C. & Urschler, M., 2019, In : Medical image analysis. p. 207-219

Research output: Contribution to journalArticleResearchpeer-review

2020

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

2016

Accuracy related research on the use of UAVs in Mine Surveying

Tscharf, A., Rumpler, M., Mayer, G., Fraundorfer, F. & Bischof, H., Sep 2016, XVI International Mine Surveying Congress.

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

2018

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

2016

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
2017

Face Inpainting based on High-Level Facial Attributes

Jampour, M., Chen, L., Yu, L-F., Zhou, K., Lin, S. & Bischof, H., 1 Aug 2017, In : Computer vision and image understanding. 161, C

Research output: Contribution to journalArticleResearchpeer-review

2016

Pose-specific non-linear mappings in feature space towards multiview facial expression recognition

Jampour, M., Lepetit, V., Mauthner, T. & Bischof, H., 2016, In : Image and Vision Computing.

Research output: Contribution to journalArticleResearchpeer-review

2018

Guest Editorial Introduction to the Special Issue on Large Scale and Nonlinear Similarity Learning for Intelligent Video Analysis

Zuo, W., Lin, L., Yuille, A. L., Bischof, H., Zhang, L. & Porikli, F., 1 Oct 2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 10, p. 2441-2448 8 p., 8482249.

Research output: Contribution to journalReview articleResearchpeer-review

Mapping Forests: A Comprehensive Approach for Nonlinear Mapping Problems

Jampour, M., Moin, M-S., Yu, L-F. & Bischof, H., 2018, In : Journal of Mathematical Imaging and Vision.

Research output: Contribution to journalArticleResearchpeer-review

Contextual Cues for Causal Visual Tracking

Possegger, H., Apr 2018, 187 p.

Research output: ThesisDoctoral ThesisResearch

Multi-label Whole Heart Segmentation using Anatomical Label Configurations and CNNs

Payer, C., Štern, D., Bischof, H. & Urschler, M., May 2018, Proceedings of the OAGM Workshop 2018: Medical Image Analysis. Welk, M., Urschler, M. & Roth, P. M. (eds.). Verlag der Technischen Universität Graz, p. 6 1 p.

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

Open Access

Integrated computer-aided forensic case analysis, presentation, and documentation based on multimodal 3D data

Bornik, A., Urschler, M., Schmalstieg, D., Bischof, H., Krauskopf, A., Schwark, T., Scheurer, E. & Yen, K., Jun 2018, In : Forensic science international. 287, p. 12-24 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access

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

2016

PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation

Poier, G., Seidl, M., Zeppelzauer, M., Reinbacher, C., Schaich, M., Bellandi, G., Marretta, A. & Bischof, H., 2016.

Research output: Working paperResearch

2018

Semantically Aware Urban 3D Reconstruction with Plane-Based Regularization

Holzmann, T., Maurer, M., Fraundorfer, F. & Bischof, H., 2018, Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, . Springer, p. 487-503 (Lecture Notes in Computer Science; vol. 11218).

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

Open Access
File

MURAUER: Mapping Unlabeled Real Data for Label AUstERity

Poier, G., Opitz, M., Schinagl, D. & Bischof, H., 23 Nov 2018, In : arXiv.org e-Print archive. 14 p.

Research output: Contribution to journalArticleResearch

Towards an Autonomous Vision-based Inventory Drone

Maurer, M., Pestana Puerta, J., Fraundorfer, F. & Bischof, H., 5 Oct 2018.

Research output: Contribution to conferencePosterResearch

An Intent-Based Automated Traffic Light for Pedestrians

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

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

2017

The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation

Poier, G., Seidl, M., Zeppelzauer, M., Reinbacher, C., Schaich, M., Bellandi, G., Marretta, A. & Bischof, H., 2017.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File

Der Einsatz unbemannter Flugsysteme zur Charakterisierung von gesprengtem Haufwerk

Tscharf, A., Mostegel, C., Gaich, A., Mayer, G., Fraundorfer, F. & Bischof, H., 2017, 18. Geokinematischer Tag des Institutes für Markscheidewesen und Geodäsie am 10. und 12. Mai 2017 in Freiberg.

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

2019

Guest Editorial Special Issue on Discriminative Learning for Model Optimization and Statistical Inference

Bischof, H., Zuo, W., Peng, X. & Prokhorov, D., 2019, IEEE Transactions on Neural Networks and Learning Systems. p. 2894-2897

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