Martin Köstinger

3.6k total citations · 2 hit papers
11 papers, 1.8k citations indexed

About

Martin Köstinger is a scholar working on Computer Vision and Pattern Recognition, Museology and Artificial Intelligence. According to data from OpenAlex, Martin Köstinger has authored 11 papers receiving a total of 1.8k indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 1 paper in Museology and 1 paper in Artificial Intelligence. Recurrent topics in Martin Köstinger's work include Advanced Image and Video Retrieval Techniques (6 papers), Face and Expression Recognition (6 papers) and Face recognition and analysis (4 papers). Martin Köstinger is often cited by papers focused on Advanced Image and Video Retrieval Techniques (6 papers), Face and Expression Recognition (6 papers) and Face recognition and analysis (4 papers). Martin Köstinger collaborates with scholars based in Austria and Germany. Martin Köstinger's co-authors include Peter M. Roth, Horst Bischof, Paul Wohlhart, Martin Hirzer, Csaba Beleznai, Samuel Schulter, Michael Donoser, Gerald Quirchmayr and Werner Winiwarter and has published in prestigious journals such as TUGraz OPEN Library (Graz University of Technology).

In The Last Decade

Martin Köstinger

10 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Large scale metric learning from equivalence constraints

2012 1.1k citations Martin Köstinger, Martin Hirzer et al. profile →
Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization

2011 635 citations Martin Köstinger, Paul Wohlhart et al. profile →

Peers

Countries citing papers authored by Martin Köstinger

Since Specialization

Citations

This map shows the geographic impact of Martin Köstinger'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 Martin Köstinger with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin Köstinger more than expected).

Fields of papers citing papers by Martin Köstinger

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martin Köstinger. 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 Martin Köstinger. The network helps show where Martin Köstinger may publish in the future.

Co-authorship network of co-authors of Martin Köstinger

This figure shows the co-authorship network connecting the top 25 collaborators of Martin Köstinger. A scholar is included among the top collaborators of Martin Köstinger based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Martin Köstinger. Martin Köstinger is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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11 of 11 papers shown

#	Work	Indexed citations
1	Efficient metric learning for real-world face recognition 2022 ·TUGraz OPEN Library (Graz University of Technology) ·Martin Köstinger	0
2	Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers 2013 ·Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof	10
3	Optimizing 1-Nearest Prototype Classifiers 2013 ·Paul Wohlhart, Martin Köstinger, Michael Donoser, Peter M. Roth, Horst Bischof	10
4	Discriminative Hough Forests for Object Detection 2012 ·Paul Wohlhart, Samuel Schulter, Martin Köstinger, Peter M. Roth, Horst Bischof	10
5	Large scale metric learning from equivalence constraints breakdown → 2012 ·Martin Köstinger, Martin Hirzer, Paul Wohlhart, Peter M. Roth, Horst Bischof	1120
6	Dense appearance modeling and efficient learning of camera transitions for person re-identification 2012 ·Martin Hirzer, Csaba Beleznai, Martin Köstinger, Peter M. Roth, Horst Bischof	14
7	Robust face detection by simple means 2012 ·Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof	6
8	Annotated Facial Landmarks in the Wild: A large-scale, real-world database for facial landmark localization breakdown → 2011 ·Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof	635
9	Learning to recognize faces from videos and weakly related information cues 2011 ·Martin Köstinger, Paul Wohlhart, Peter M. Roth, Horst Bischof	7
10	Open Source Intelligence am Beispiel von KIRAS MDL: Multimedia Documentation Lab 2011 ·(unknown), (unknown), Gerald Quirchmayr, Werner Winiwarter, (unknown), (unknown), (unknown), Martin Köstinger, Paul Wohlhart, Peter M. Roth	1
11	Automatic Detection and Reading of Dangerous Goods Plates 2010 ·Peter M. Roth, Martin Köstinger, Paul Wohlhart, Horst Bischof, (unknown)	2

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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