Horst Bischof

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

1989 …2021
If you made any changes in Pure these will be visible here soon.

Research Output 1989 2019

Filter
Article
2019

Integrating spatial configuration into heatmap regression based CNNs for landmark localization

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

Research output: Contribution to specialist publicationArticleResearchpeer-review

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

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

Research output: Contribution to specialist publicationArticleResearchpeer-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

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 publicationArticleResearchpeer-review

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
Documentation
Tomography
Crime
Magnetic Resonance Imaging
Photography

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

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 journalArticleResearchpeer-review

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

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 journalArticleResearchpeer-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

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

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

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

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

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

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

2014

A novel method for the analysis of sequential actions in team handball

Rudelsdorfer, P., Schrapf, N., Possegger, H., Mauthner, T., Bischof, H. & Tilp, M., 2014, In : International Journal of Computer Science in Sport . 13, 1, p. 6-6 1 p.

Research output: Contribution to journalArticleResearchpeer-review

Assessing the Quality of Web Content

Lex, E., Khan, I., Bischof, H. & Granitzer, M., 12 Jun 2014, In : arXiv.org e-Print archive.

Research output: Contribution to journalArticleResearchpeer-review

File
Classifiers

Augmented Reality for Construction Site Monitoring and Documentation

Zollmann, S., Hoppe, C., Kluckner, S., Poglitsch, C., Bischof, H. & Reitmayr, G., 2014, In : Proceedings of the IEEE. 102, 2, p. 137-154

Research output: Contribution to journalArticleResearchpeer-review

Intuitive presentation of clinical forensic data using anonymous and person-specific 3D reference manikins

Urschler, M., Höller, J., Bornik, A., Paul, T., Giretzlehner, M., Bischof, H., Yen, K., Scheurer, E. & Kontschieder, P., 2014, In : Forensic science international. 241, 241, p. 155-166

Research output: Contribution to journalArticleResearchpeer-review

Structured Labels in Random Forests for Semantic Labelling and Object Detection

Kontschieder, P., Rota Bulò, S., Pelillo, M. & Bischof, H., 2014, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 36, 10, p. 2104-2116

Research output: Contribution to journalArticleResearchpeer-review

2013

Global Localization of 3D Anatomical Structures by Pre-filtered Hough Forests and Discrete Optimization

Donner, R., Menze, B. H., Bischof, H. & Langs, G., 2013, In : Medical image analysis. 17, 8, p. 1304-1314

Research output: Contribution to journalArticleResearchpeer-review

Segmentation-based Tracking by Support Fusion

Heber, M., Godec, M., Rüther, M., Roth, P. & Bischof, H., 2013, In : Computer vision and image understanding. 117, 6, p. 573-586

Research output: Contribution to journalArticleResearchpeer-review

Weld seam tracking and panorama image generation for on-line quality assurance

Heber, M., Lenz, M., Rüther, M., Bischof, H., Fronthaler, H. & Croonen, G., 2013, In : The international journal of advanced manufacturing technology. 65, 9-12, p. 1371-1382

Research output: Contribution to journalArticleResearchpeer-review

2012

Automatic Fusion of Partial Reconstructions

Wendel, A., Hoppe, C., Bischof, H. & Leberl, F., 2012, In : ISPRS annals of the photogrammetry, remote sensing and spatial information sciences. 1-3, p. 81-86

Research output: Contribution to journalArticleResearch

File

Building Façade Separation in Vertical Aerial Images

Meixner, P., Wendel, A., Bischof, H. & Leberl, F., 2012, In : ISPRS annals of the photogrammetry, remote sensing and spatial information sciences. 1-3, p. 239-243

Research output: Contribution to journalArticleResearch

File

Evolutionary Hough Games for Coherent Object Detection

Kontschieder, P., Rota Bulò, S., Donoser, M., Pelillo, M. & Bischof, H., 2012, In : Computer vision and image understanding. 116, 11, p. 1149–1158

Research output: Contribution to journalArticleResearchpeer-review

Fast Variational Multi-View Segmentation through Backprojection of Spatial Constraints

Reinbacher, C., Rüther, M. & Bischof, H., 2012, In : Image and Vision Computing. p. 797-807

Research output: Contribution to journalArticleResearchpeer-review

Forensic-Case Analysis: From 3D Imaging to Interactive Visualization

Urschler, M., Bornik, A., Scheurer, E., Yen, K., Bischof, H. & Schmalstieg, D., 2012, In : IEEE computer graphics and applications. 32, 4, p. 79-87

Research output: Contribution to journalArticleResearchpeer-review

Large-Scale, Dense City Reconstruction from User-Contributed Photos

Irschara, A., Zach, C., Klopschitz, M. & Bischof, H., 2012, In : Computer vision and image understanding. 116, 1, p. 2-15

Research output: Contribution to journalArticleResearchpeer-review

2011

Stereoscopic motion analysis in densely packed clusters: 3D analysis of the shimmering behaviour in Giant honey bees

Kastberger, G., Maurer, M., Weihmann, F., Rüther, M., Hoetzl, T., Kranner, I. & Bischof, H., 2011, (Submitted) In : Frontiers in Zoology.

Research output: Contribution to journalArticleResearch

2010

Aerial Computer Vision for a 3D Virtual Habitat

Leberl, F., Bischof, H., Pock, T., Irschara, A. & Kluckner, S., 2010, In : Computer. 43, 6, p. 24-31

Research output: Contribution to journalArticleResearchpeer-review

Aerial Photo Building Classification by Stacking Appearance and Elevation Measurements

Nguyen, T. T., Kluckner, S., Bischof, H. & Leberl, F., 2010, In : The international archives of photogrammetry, remote sensing and spatial information sciences . 38, 7A, p. 169-174

Research output: Contribution to journalArticleResearchpeer-review

File

Autonomous Audio-Supported Learning of Visual Classifiers for Traffic Monitoring

Bischof, H., Godec, M., Leistner, C., Rinner, B. & Starzacher, A., 2010, In : IEEE Intelligent Systems. 25, 3, p. 15-23

Research output: Contribution to journalArticleResearchpeer-review

DT-MRI based computation of collagen fiber deformation in human articular cartilage

Pierce, D., Trobin, W., Raya, J., Trattnig, S., Bischof, H., Glaser, C. & Holzapfel, G., 2010, In : Annals of Biomedical Engineering. 38, p. 2447-2463

Research output: Contribution to journalArticleResearchpeer-review

Modelling fingerprint ridge orientation using Legendre polynomials

Ram, S., Bischof, H. & Birchbauer, J. A., 2010, In : Pattern recognition. 43, 1, p. 342-357

Research output: Contribution to journalArticleResearchpeer-review

Towards Fully Automatic Photogrammetric Reconstruction Using Digital Images Taken From UAVs

Irschara, A., Kaufmann, V., Klopschitz, M., Bischof, H. & Leberl, F., 2010, In : The international archives of photogrammetry, remote sensing and spatial information sciences . 38, 7A, p. 65-70

Research output: Contribution to journalArticleResearchpeer-review

File
2009

A level set framework using a new incremental, robust Active Shape Model for object segmentation and tracking

Fussenegger, M., Roth, P., Bischof, H., Deriche, R. & Pinz, A., 2009, In : Image and Vision Computing. 27, p. 1157-1168

Research output: Contribution to journalArticleResearchpeer-review

Image segmentation
Containers
Textures
Topology
Color

A phenomenological approach toward patient-specific computational modeling of articular cartilage including collagen fiber tracking

Pierce, D., Trobin, W., Trattnig, S., Bischof, H. & Holzapfel, G., 2009, In : Journal of biomechanical engineering. 131, 9, p. 091006-

Research output: Contribution to journalArticleResearchpeer-review

A practical procedure for real-time functional mapping of eloquent cortex using electrocortico-graphic signals in humans

Brunner, P., Ritaccio, A., Lynch, TM., Emrich, JF., Wilson, J. A., Williams, JC., Aarnoutse, E. J., Ramsey, NF., Leuthardt, EC., Bischof, H. & Schalk, G., 2009, In : Epilepsy & behavior. 15, 3, p. 278-289

Research output: Contribution to journalArticleResearchpeer-review

Automatic quantification of joint space narrowing and erosions in rheumatoid arthritis

Langs, G., Peloschek, P., Bischof, H. & Kainberger, F., 2009, In : IEEE transactions on medical imaging. 28, 1, p. 151-164

Research output: Contribution to journalArticleResearchpeer-review

Comparison and evaluation of methods for liver segmentation from ct datasets

Bauer, C., Bischof, H., Beichel, R. & Bornik, A., 2009, In : IEEE transactions on medical imaging. 28, 8, p. 1251-1265

Research output: Contribution to journalArticleResearchpeer-review

Context Information from Search Engines for Document Recognition

Donoser, M., Wagner, S. & Bischof, H., 2009, In : Pattern recognition letters. p. 750-754

Research output: Contribution to journalArticleResearchpeer-review

Generalized sparse MRF appearance models

Donner, R., Micusik, B., Langs, G. & Bischof, H., 2009, In : Image and Vision Computing. p. 1031-1038

Research output: Contribution to journalArticleResearchpeer-review

Interactive 3D segmentation as an example for medical visual computing

Urschler, M., Scheurer, E., Bornik, A., Pock, T. & Bischof, H., 2009, In : VGI - Österreichische Zeitschrift für Vermessung & Geoinformation. 97, 3, p. 311-318

Research output: Contribution to journalArticleResearch

Localization and Trajectory Reconstruction in Surveillance Cameras with Non-overlapping Views

Bischof, H. & Pflugfelder, R., 2009, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 709-721

Research output: Contribution to journalArticleResearchpeer-review

2008

Analysis of the IJCNN 2007 Agnostic Learning vs. Prior Knowledge Challenge

Guyon, I., Saffari, A., Dror, G., Cawley, G. & Bischof, H., 2008, In : Neural networks. 21, 2-3, p. 544-550

Research output: Contribution to journalArticleResearchpeer-review

A novel approach for detection of tubular objects and its application to medical image analysis

Bauer, C. & Bischof, H., 2008, In : Pattern recognition. 5096, p. 163-172

Research output: Contribution to journalArticleResearchpeer-review