Martin Hirzer

3.9k citations

12 papers · 1.5k indexed · 1 hit paper · h-index 7

Computer Vision and Pattern Recognition top 0.5%
Biomedical Engineering top 5%
Artificial Intelligence top 10%
Ocean Engineering top 10%
Media Technology top 5%

Co-authors: Horst Bischof Peter M. Roth Martin Köstinger Paul Wohlhart Michael Donoser Martin Urschler Vincent Lepetit Csaba Beleznai
Topics: Video Surveillance and Tracking Methods (7 papers)Advanced Image and Video Retrieval Techniques (4 papers)Face recognition and analysis (3 papers)
Cited by: Computer Vision and Pattern Recognition Biomedical Engineering Sensory Systems
Partner nations: Austria Germany

In The Last Decade

Martin Hirzer

11 papers receiving 1.5k 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 →

Peers

Countries citing papers authored by Martin Hirzer

Since Specialization

Citations

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

Fields of papers citing papers by Martin Hirzer

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Martin Hirzer

This figure shows the co-authorship network connecting the top 25 collaborators of Martin Hirzer. A scholar is included among the top collaborators of Martin Hirzer 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 Hirzer. Martin Hirzer is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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12 of 12 papers shown

#	Work	Indexed citations
1	Efficient 3D Tracking in Urban Environments with Semantic Segmentation 2017 ·Martin Hirzer,Peter M. Roth,Vincent Lepetit	1
2	Accurate Camera Registration in Urban Environments Using High-Level Feature Matching 2017 ·(unknown),Martin Hirzer,Peter M. Roth,Vincent Lepetit	6
3	Learning to Align Semantic Segmentation and 2.5D Maps for Geolocalization 2017 ·(unknown),Martin Hirzer,Peter M. Roth,Vincent Lepetit	13
4	Semantic segmentation for 3D localization in urban environments 2017 ·(unknown),Martin Hirzer,Vincent Lepetit	8
5	Pedestrian Detection, Tracking and Re-Identification for Search in Visual Surveillance Data 2013 ·Csaba Beleznai,(unknown),Martin Hirzer,Peter M. Roth	1
6	Large scale metric learning from equivalence constraintsbreakdown → 2012 ·Martin Köstinger,Martin Hirzer,Paul Wohlhart,Peter M. Roth,Horst Bischof	1120
7	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
8	Person Re-identification by Efficient Impostor-Based Metric Learning 2012 ·Martin Hirzer,Peter M. Roth,Horst Bischof	102
9	Multi-cue learning and visualization of unusual events 2011 ·(unknown),Samuel Schulter,(unknown),Martin Hirzer,(unknown),Peter M. Roth,Horst Bischof,Martin Winter,Peter Schallauer	0
10	Saliency driven total variation segmentation 2009 ·Michael Donoser,Martin Urschler,Martin Hirzer,Horst Bischof	190
11	An Automatic Hybrid Segmentation Approach for Aligned Face Portrait Images 2009 ·Martin Hirzer,Martin Urschler,Horst Bischof,(unknown)	2
12	Marker Detection for Augmented Reality Applications 2008 ·Martin Hirzer	33

About Martin Hirzer

Martin Hirzer is a scholar working on Computer Vision and Pattern Recognition, Geology and Aerospace Engineering, having authored 12 papers that have together received 1.5k indexed citations. Recurring topics across this work include Video Surveillance and Tracking Methods (7 papers), Advanced Image and Video Retrieval Techniques (4 papers) and Face recognition and analysis (3 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (1.4k citations), Biomedical Engineering (542 citations) and Sensory Systems (35 citations). Martin Hirzer has collaborated with scholars based in Austria and Germany. Frequent co-authors include Horst Bischof, Peter M. Roth, Martin Köstinger, Paul Wohlhart, Michael Donoser, Martin Urschler, Vincent Lepetit, Csaba Beleznai, Martin Winter and Samuel Schulter.

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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