Stefan Winkler

10.2k total citations · 4 hit papers
211 papers, 6.5k citations indexed

About

Stefan Winkler is a scholar working on Computer Vision and Pattern Recognition, Aerospace Engineering and Artificial Intelligence. According to data from OpenAlex, Stefan Winkler has authored 211 papers receiving a total of 6.5k indexed citations (citations by other indexed papers that have themselves been cited), including 103 papers in Computer Vision and Pattern Recognition, 33 papers in Aerospace Engineering and 27 papers in Artificial Intelligence. Recurrent topics in Stefan Winkler's work include Image and Video Quality Assessment (30 papers), Inertial Sensor and Navigation (15 papers) and Visual Attention and Saliency Detection (14 papers). Stefan Winkler is often cited by papers focused on Image and Video Quality Assessment (30 papers), Inertial Sensor and Navigation (15 papers) and Visual Attention and Saliency Detection (14 papers). Stefan Winkler collaborates with scholars based in Singapore, United States and Switzerland. Stefan Winkler's co-authors include Fréderic Dufaux, Touradj Ebrahimi, Pina Marziliano, Vassilios Vonikakis, Ramanathan Subramanian, Việt Dũng Nguyễn, Yee Hui Lee, Soumyabrata Dev, Nicu Sebe and J. Harvey Turner and has published in prestigious journals such as SHILAP Revista de lepidopterología, Proceedings of the IEEE and Biochemical Journal.

In The Last Decade

Stefan Winkler

197 papers receiving 6.1k 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.

Deep Learning for Emotion Recognition on Small Datasets using Transfer Learning

2015 416 citations Vassilios Vonikakis, Stefan Winkler et al. profile →
A data-driven approach to cleaning large face datasets

2014 406 citations Stefan Winkler et al. profile →
The Evolution of Video Quality Measurement: From PSNR to Hybrid Metrics

2008 402 citations Stefan Winkler et al. profile →
ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

2016 354 citations Ramanathan Subramanian, Stefan Winkler et al. profile →

Peers

Countries citing papers authored by Stefan Winkler

Since Specialization

Citations

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

Fields of papers citing papers by Stefan Winkler

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Stefan Winkler

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

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction 2025 ·Research Explorer (The University of Manchester) ·(unknown), (unknown), Thanh-Tung Nguyen, Hao Li, (unknown), (unknown), Stefan Winkler	3
2	Probabilistic Verification of Spacecraft Acquisition Sequence Using Polynomial Chaos Expansion 2025 ·(unknown), (unknown), (unknown), Stefan Winkler, Harald Pfifer	0
3	Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? 2024 ·Research Explorer (The University of Manchester) ·(unknown), (unknown), Stefan Winkler	0
4	From microscope to micropixels: A rapid review of artificial intelligence for the peripheral blood film 2023 ·Blood Reviews ·Bingwen Eugene Fan, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Ryan Ruiyang Ling, Kollengode Ramanathan, (unknown), Kian Guan Eric Lim, (unknown), (unknown), (unknown), (unknown), (unknown), Ponnudurai Kuperan, Stefan Winkler	11
5	Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models 2023 ·Research Explorer (The University of Manchester) ·(unknown), (unknown), (unknown), Riza Batista-Navarro, Thanh-Tung Nguyen, (unknown), Xiao‐Jun Zeng, Daniel Beck, Stefan Winkler, Goran Nenadić	7
6	Multi-Receiver Precise Baseline Determination: Coupled Baseline an Attitude Estimation with a Low-Cost Off-The-Shelf GNSS Receiver 2023 ·Proceedings of the Satellite Division's International Technical Meeting (Online) ·(unknown), Thomas Hobiger, Gregor Möller, (unknown), Stefan Winkler	1
7	Artificial intelligence for malaria: Bridging the gap for real world usage 2022 ·SHILAP Revista de lepidopterología ·Bingwen Eugene Fan, (unknown), Ponnudurai Kuperan, Stefan Winkler	3
8	Morphset:Augmenting categorical emotion datasets with dimensional affect labels using face morphing 2021 ·arXiv (Cornell University) ·Vassilios Vonikakis, (unknown), Stefan Winkler	4
9	HelipadCat: Categorised Helipad Image Dataset and Detection Method 2020 ·(unknown), Stefan Winkler	4
10	Autoregressive Generative Adversarial Networks 2018 ·International Conference on Learning Representations ·(unknown), Kim–Hui Yap, Stefan Winkler	1
11	COVERAGE — A novel database for copy-move forgery detection 2016 ·Bihan Wen, Ye Zhu, Ramanathan Subramanian, Tian-Tsong Ng, Xuanjing Shen, Stefan Winkler	227
12	Inferring painting style with multi-task dictionary learning 2015 ·Institutional Research Information System (Università degli Studi di Trento) ·Gaowen Liu, Yan Yan, Elisa Ricci, Yi Yang, Yahong Han, Stefan Winkler, Nicu Sebe	19
13	Modeling Image Appeal Based on Crowd Preferences for Automated Person-Centric Collage Creation 2014 ·Institutional Research Information System (Università degli Studi di Trento) ·Vassilios Vonikakis, Ramanathan Subramanian, (unknown), Stefan Winkler	5
14	Testing GPS/INS Integration for Autonomous Mini and Micro Aerial Vehicles 2005 ·Proceedings of the 18th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2005) ·Stefan Winkler, (unknown), Marco Buschmann, Peter Vörsmann	1
15	Improving low-cost GPS/MEMS-based INS Integration for Autonomous MAV Navigation by Visual Aiding 2004 ·Proceedings of the 17th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GNSS 2004) ·Stefan Winkler, (unknown), Marco Buschmann, (unknown), Peter Vörsmann	4
16	A Comparison of MEMS-Based IMU Calibration Models for Autonomous MAV Navigation 2003 ·Proceedings of the 16th International Technical Meeting of the Satellite Division of The Institute of Navigation (ION GPS/GNSS 2003) ·Marco Buschmann, Stefan Winkler, (unknown), (unknown), Peter Vörsmann	4
17	A vision-based masking model for spread-spectrum image watermarking 2002 ·IEEE Transactions on Image Processing ·Martin Kutter, Stefan Winkler	120
18	Impairment metrics for MC/DPCM/DCT encoded digital video 2001 ·Infoscience (Ecole Polytechnique Fédérale de Lausanne) ·Hong Ren Wu, (unknown), Stefan Winkler, (unknown)	2
19	Human Vision Models for Perceptually Optimized Image Processing -- A Review 2000 ·Marcus J. Nadenau, Stefan Winkler, David Alleysson, M. Kunt	20
20	Sodium-23 magnetic resonance brain imaging 1990 ·Neuroradiology ·Stefan Winkler	22

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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