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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

Conditioned Regression Models for Non-Blind Single Image Super-Resolution

Riegler, G., Schulter, S., Rüther, M. & Bischof, H., 2015, (Accepted/In press) International Conference on Computer Vision. .

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

Depth Restoration via Joint Training of a Global Regression Model and CNNs

Riegler, G., Ranftl, R., Rüther, M., Pock, T. & Bischof, H., 2015, (Accepted/In press) British Machine Vision Conference. .

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

Encoding based Saliency Detection for Videos and Images

Mauthner, T., Possegger, H., Waltner, G. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

Event-Driven Stereo Matching for Real-Time 3D Panoramic Vision

Schraml, S., Belbachier, A. N. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

Fast and accurate image upscaling with super-resolution forests

Schulter, S., Leistner, C. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

Forschungskultur - Qualitätskultur: Wie kann das Qualitätsmanagement einer Universität ein förderndes Umfeld für Forschung schaffen?

Bischof, H. & Gaberscik, G., 2015, Qualitätssicherung zwischen Diversifizierung der Hochschulen und Vereinheitlichung der Standards. Wien: Facultas Verlags- und Buchhandels AG, p. 71-78 (Beiträge zur 2. AQ Austria Jahrestagung 2014).

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

Open Access
File

Graz Griffins’ Solution to the European Robotics Challenges 2014

Pestana Puerta, J., Prettenthaler, R., Holzmann, T., Muschick, D., Mostegel, C., Fraundorfer, F. & Bischof, H., 2015, (Accepted/In press) Austrian Robotics Workshop. .

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

Hybrid One-Shot 3D Hand Pose Estimation by Exploiting Uncertainties

Poier, G., Roditakis, K., Schulter, S., Damien, M., Bischof, H. & Antonis, A., 2015, Proceedings of the British Machine Vision Conference (BMVC). ., p. 182.1-182.14

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

Open Access
File

In Defense of Color-based Model-free Tracking

Possegger, H., Mauthner, T. & Bischof, H., 2015, (Accepted/In press) Conference on Computer Vision and Pattern Recognition. .

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

Interactive Segmentation of Rock-Art in High-Resolution 3D Reconstructions

Poier, G., Zeppelzauer, M., Reinbacher, C., Breiteneder, T., Bischof, H. & Schulter, S., 2015, Proceedings of Digital Heritage 2015. ., p. 1-8

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

Open Access
File

Learning Depth Calibration of Time-of-Flight Cameras

Ferstl, D., Reinbacher, C., Riegler, G., Rüther, M. & Bischof, H., 2015, (Accepted/In press) British Machine Vision Conference. .

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

Open Access
Cameras
Calibration
Color
Sensors

Line3D: Efficient 3D Scene Abstraction for the Built Environment

Hofer, M., Maurer, M. & Bischof, H., 2015, Proceedings of the 37th German Conference on Pattern Recognition. Springer, p. 237-248

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

Open Access
File

MANGO - Mobile Augmented Reality with Functional Eating Guidance and Food Awareness

Waltner, G., Schwarz, M., Ladstätter, S., Weber, A., Luley, P., Bischof, H., Lindschinger, M., Schmid, I. & Paletta, L., 2015, New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops. ., p. 425-432

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

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

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

Segmentation of Diseased Livers: A 3D Refinement Approach

Beichel, R. R., Bauer, C., Bornik, A. & Bischof, H., 2015, Handbook of Biomedical Imaging. Springer US, p. 403-412

Research output: Chapter in Book/Report/Conference proceedingChapterResearch

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

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

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

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 contributionResearchpeer-review

Color

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

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

Sensors
Learning systems

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 contributionResearchpeer-review

Antennas
Planning

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 contributionResearchpeer-review

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 contributionResearchpeer-review

File

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 journalArticleResearchpeer-review

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

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

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 contributionResearchpeer-review

Open Access
File
Facades
Cameras
Image recording
Range finders
Distance measurement

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 journalArticleResearchpeer-review

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

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

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

Neural networks
Network architecture

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 contributionResearchpeer-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

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

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-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

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

2017

A Detailed Description of Direct Stereo Visual Odometry Based on Lines

Holzmann, T., Fraundorfer, F. & Bischof, H., 9 Aug 2017, In : Communications in Computer and Information Science. 693

Research output: Contribution to journalArticleResearchpeer-review

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

Unmanned aerial vehicles (UAV)
Inspection
Semantics
Distance measurement
Pipelines

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

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

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

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