Find Research Outputs

Search in all content

Filters for Research Outputs

Search concepts
Selected filters

Publication Year

  • 2020
  • 2018
  • 2016

Author

  • Horst Bischof
2016

Automated Segmentation of the Walkable Area from Aerial Images for Evacuation Simulation

Schenk, F., Rüther, M. & Bischof, H., 2016, Proceedings of the 2nd International Conference on Geographical Information Systems Theory, Applications and Management (GISTAM), 2016. GISTAM ed. Vol. 1. p. 125-135 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 contribution

2018

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 contribution

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 journalArticle

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 contribution

2018

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 contribution

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 paper

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 contribution

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

Translated title of the contribution: UAV-Applications in Mining - Model Experiments for Photogrammetric Research and DevelopmentTscharf, 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 contribution

2020

FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data

Krispel, G., Opitz, M., Waltner, G., Possegger, H. & Bischof, H., 2020, (Accepted/In press) IEEE Winter Conference on Applications of Computer Vision (WACV).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 proceedingChapter

2018

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

Payer, C., Stern, D., Bischof, H. & Urschler, M., 15 Mar 2018, Statistical Atlases and Computational Models of the Heart. ACDC and MMWHS Challenges. STACOM 2017. Pop, M. (ed.). Springer, Vol. 10663. p. 190-198 9 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 journalArticle

2016

Efficient 3D Scene Abstraction Using Line Segments

Hofer, M., Maurer, M. & Bischof, H., 29 Mar 2016, In : Computer vision and image understanding.

Research output: Contribution to journalArticle

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 contribution

2018

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 journalArticle

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 contribution

File

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 contribution

File

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 contribution

File
2018

Towards an Autonomous Vision-based Inventory Drone

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

Research output: Contribution to conferencePoster

Member of Editorial Board Pattern Recognition

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

Research output: Contribution to journalEditorial

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 contribution

2018

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 journalArticle

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 contribution

2016

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 contribution

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 journalArticle

A Deep Primal-Dual Network for Guided Depth Super-Resolution

Riegler, G., Ferstl, D., Rüther, M. & Bischof, H., 2016, British Machine Vision Conference. The British Machine Vision Association

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 contribution

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 contribution

Open Access
File
2016

Regularized 3D Modeling from Noisy Building Reconstructions

Holzmann, T., Fraundorfer, F. & Bischof, H., 25 Oct 2016, International Conference on 3D Vision.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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 contribution

Open Access

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 contribution

2016

Guided sparse camera pose estimation

Schenk, F., Mohr, L., Rüther, M., Fraundorfer, F. & Bischof, H., 2016, Proceedings of The 40th Annual Workshop of the Austrian Association for Pattern Recognition (OAGM), 2016. p. 139-146 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
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 article

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 journalArticle

Open Access
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 contribution

BaCoN: Building a Classifier from only N Samples

Waltner, G., Opitz, M. & Bischof, H., 2016, Proceedings of the 21st Computer Vision Winter Workshop. Čehovin, L., Mandeljc, R. & Štruc, V. (eds.). Ljubljana: Slovenian Pattern Recognition Society, 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File

Interactive 3D Segmentation of Rock-Art by Enhanced Depth Maps and Gradient Preserving Regularization

Zeppelzauer, M., Poier, G., Seidl, M., Reinbacher, C., Schulter, S., Breiteneder, C. & Bischof, H., 2016, In : ACM Journal on Computing and Cultural Heritage. 9, 4

Research output: Contribution to journalArticle

2018

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 publicationArticle

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 proceedingChapter

2016

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 journalArticle

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 proceedingChapter

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 contribution

Open Access