Horst Bischof

38.4k citations

548 papers · 17.9k indexed · 6 hit papers · h-index 63

Impact in

Computer Vision and Pattern Recognition top 0.02%
- Video Surveillance and Tracking Methods
- Advanced Vision and Imaging
- Advanced Image and Video Retrieval Techniques
- Human Pose and Action Recognition
- Face recognition and analysis
- Face and Expression Recognition
Media Technology top 0.1%

Papers in

Computer Vision and Pattern Recognition 399
- Advanced Image and Video Retrieval Techniques 132
- Video Surveillance and Tracking Methods 99
- Advanced Vision and Imaging 97
- Medical Image Segmentation Techniques 54
- Image Retrieval and Classification Techniques 53
- Face and Expression Recognition 52
Geology 40
- 3D Surveying and Cultural Heritage 40

Co-authors: Helmut Gräbner Peter M. Roth Thomas Pock Paul Wohlhart Christian Leistner Martin Köstinger Aleš Leonardis Michael Donoser
Journals: Computer Vision and Image Understanding (11 papers)Image and Vision Computing (7 papers)Pattern Recognition (6 papers)Medical Image Analysis (4 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (4 papers)
Partner nations: Austria Germany United States

In The Last Decade

Horst Bischof

521 papers receiving 17.1k citations

Hit Papers

6 papers align trajectories log scale

Fast and accurate image upscaling with super-resolution forests 2015 · 429 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2015 Fast and accurate image upscaling with super-resolution forests
2013 Image Guided Depth Upsampling Using Anisotropic Total Generalized Variation
2012 Large scale metric learning from equivalence constraints
2011 Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization
2006 On-line Boosting and Vision
2006 Real-Time Tracking via On-line Boosting

Peers

Countries citing papers authored by Horst Bischof

Since Specialization

Citations

This map shows the geographic impact of Horst Bischof's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Horst Bischof with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Horst Bischof more than expected).

Fields of papers citing papers by Horst Bischof

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Horst Bischof. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Horst Bischof. The network helps show where Horst Bischof may publish in the future.

Co-authors

The 25 scholars most cited alongside Horst Bischof, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Horst Bischof Line = papers co-authored together Horst Bischof links everyone, so they are left out of the graph.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work
1	Harnessing deep learning to detect bronchiolitis obliterans syndrome from chest CT Communications Medicine ·Mateusz Koziński, Doruk Öner, Jakub Gwizdała, Catherine Beigelman-Aubry, Pascal Fua, Angela Koutsokera, Alessio Casutt, Argyro Vraka, Michele De Palma, John‐David Aubert, Horst Bischof, Christophe von Garnier, Sahand Jamal Rahi, Martin Urschler, Nahal Mansouri	2025	0
2	The 3D-Pitoti Dataset: A Dataset for high-resolution 3D Surface Segmentation TUGraz OPEN Library (Graz University of Technology) ·Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof	2017	4
3	Plane-based Surface Regularization for Urban 3D Reconstruction TUGraz OPEN Library (Graz University of Technology) ·Thomas Holzmann, Martin R. Oswald, Marc Pollefeys, Friedrich Fraundorfer, Horst Bischof	2017	9
4	PetroSurf3D - A high-resolution 3D Dataset of Rock Art for Surface Segmentation arXiv (Cornell University) ·Georg Poier, Markus Seidl, Matthias Zeppelzauer, Christian Reinbacher, Martin Schaich, Giovanna Bellandi, Alberto Marretta, Horst Bischof	2016	7
5	Automatic glottis segmentation from laryngeal high-speed videos using 3D active contours ResearchSpace (University of Auckland) ·Fabian Schenk, Martin Urschler, Christoph Stefan Aigner, Imme Roesner, Philipp Aichinger, Horst Bischof	2014	9
6	A novel method for the analysis of sequential actions in team handball Paul Rudelsdorfer, Norbert Schrapf, Horst Possegger, Thomas Mauthner, Horst Bischof, Markus Tilp	2014	10
7	MobiTrick – Mobile Traffic Checker 19th ITS World CongressERTICO - ITS EuropeEuropean CommissionITS AmericaITS Asia-Pacific ·Umair Ali Khan, Martin Godec, Markus Quaritsch, Marcus E. Hennecke, Horst Bischof, Bernhard Rinner	2012	1
8	Learning $\ell_1$-based analysis and synthesis sparsity priors using bi-level optimization Neural Information Processing Systems ·Yunjin Chen, Thomas Pock, Horst Bischof	2012	13
9	CD SLAM - continuous localization and mapping in a dynamic world 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems ·Katrin Pirker, Matthias Rüther, Horst Bischof	2011	29
10	3D Vision Applications for MAVs: Localization and Reconstruction Andreas Wendel, Michael Maurer, Arnold Irschara, Horst Bischof	2011	4
11	Construction Site Monitoring from Highly-Overlapping MAV images Computer Vision and Pattern Recognition ·Stefan Kluckner, Josef-Alois Birchbauer, Claudia Windisch, Christof Hoppe, Arnold Irschara, Andreas Wendel, Stefanie Zollmann, Gerhard Reitmayr, Horst Bischof	2011	2
12	Eye blink based fatigue detection for prevention of Computer Vision Syndrome Matjaž Divjak, Horst Bischof	2009	83
13	On-line Boosting Learning for Hand Tracking and Recognition. IPCV ·Nguyen Dang Binh, Nguyễn Thị Thanh Thủy, Horst Bischof	2008	1
14	Mr. vector field measurement and visualization of normal and pathological time-resolved three-dimensional cardiovascular blood flow patterns Journal of Cardiovascular Magnetic Resonance ·Horst Bischof, Bernhard Kainz, Gert Reiter, Ursula Reiter, Andreas Greiser, R. Rienmüller	2007	3
15	Computer Vision -- ECCV 2006: 9th European Conference on Computer Vision, Graz, Austria, May 7-13, 2006, Proceedings, Part IV (Lecture Notes in Computer Science) Springer eBooks ·Ale Leonardis, Horst Bischof, Axel Pinz	2006	1
16	Computationally efficient and reliable fingerprint mosaicking on embedded hardware using minutiae Herbert Ramoser, Josef Birchbauer, Horst Bischof	2004	0
17	Rapid object recognition from discriminative regions of interest Data Archiving and Networked Services (DANS) ·Gerald Fritz, Christin Seifert, Lucas Paletta, Horst Bischof	2004	8
18	Hierarchical Disparity Estimation with Programmable Graphics Hardware. Christopher Zach, Konrad Karner, Horst Bischof	2004	5
19	Artificial neural networks -- ICANN 2001 : International Conference, Vienna, Austria, August 21-25, 2001 : proceedings Springer eBooks ·Georg Dorffner, Horst Bischof, Kurt Hornik	2001	7
20	PCA-Pyramids for Image Compression Neural Information Processing Systems ·Horst Bischof, Kurt Hornik	1994	6

About Horst Bischof

Horst Bischof is a scholar working on Computer Vision and Pattern Recognition, Geology, Media Technology, Aerospace Engineering and Human-Computer Interaction, having authored 548 papers that have together received 17.9k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (132 papers), Video Surveillance and Tracking Methods (99 papers), Advanced Vision and Imaging (97 papers), Robotics and Sensor-Based Localization (97 papers), Medical Image Segmentation Techniques (54 papers), Image Retrieval and Classification Techniques (53 papers), Face and Expression Recognition (52 papers) and 3D Surveying and Cultural Heritage (40 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (12.8k citations), Media Technology (1.9k citations), Geology (966 citations), Human-Computer Interaction (798 citations) and Aerospace Engineering (2.6k citations). Horst Bischof has collaborated with scholars based in Austria, Germany and United States. Frequent co-authors include Helmut Gräbner, Peter M. Roth, Thomas Pock, Paul Wohlhart, Christian Leistner, Martin Köstinger, Aleš Leonardis, Michael Donoser, Michael Grabner and Martin Hirzer. Their work appears in journals such as Computer Vision and Image Understanding, Image and Vision Computing, Pattern Recognition, Medical Image Analysis and IEEE Transactions on Pattern Analysis and Machine Intelligence.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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