Gerhard Rigoll

14.8k citations

523 papers · 11.1k · 1 hit paper · h-index 50

Impact in

Signal Processing top 0.05%
- Speech and Audio Processing
- Music and Audio Processing
Computer Vision and Pattern Recognition top 0.1%
- Video Surveillance and Tracking Methods
- Human Pose and Action Recognition
- Face and Expression Recognition

Papers in

Computer Vision and Pattern Recognition 279
- Video Surveillance and Tracking Methods 73
- Human Pose and Action Recognition 52
- Handwritten Text Recognition Techniques 40
Artificial Intelligence 217
- Speech Recognition and Synthesis 124
- Natural Language Processing Techniques 39

Co-authors: Björn W. Schuller (148 shared papers)M. Lang (19 shared papers)Florian Eyben (34 shared papers)Martin Wöllmer (37 shared papers)Martin Hofmann (10 shared papers)Mohammadreza Babaee (18 shared papers)Philipp Tiefenbacher (19 shared papers)A. Kosmala (29 shared papers)
Journals: Lecture notes in computer science (63 papers)Neurocomputing (6 papers)Image and Vision Computing (4 papers)IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2 papers)Speech Communication (2 papers)
Partner nations: Germany Japan United States

In The Last Decade

Gerhard Rigoll

498 papers receiving 10.3k citations

Gerhard Rigoll's Hit Papers

align trajectories log scale

Background segmentation with feedback: The Pixel-Based Adaptive Segmenter 2012 · 474 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.

2012 mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich)

Peers

Countries citing papers authored by Gerhard Rigoll

Since Specialization

Citations

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

Fields of papers citing papers by Gerhard Rigoll

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Gerhard Rigoll, 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 Gerhard Rigoll Line = papers co-authored together Gerhard Rigoll links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

Showing the 20 most-cited of 523 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Hidden Markov model-based speech emotion recognition Björn W. Schuller, Gerhard Rigoll, M. Lang	2003	475
2	Background segmentation with feedback: The Pixel-Based Adaptive Segmenter mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) ·Martin Hofmann, Philipp Tiefenbacher, Gerhard Rigoll Hit paper breakdown →	2012	474
3	SVC2004: First International Signature Verification Competition Lecture notes in computer science ·Dit‐Yan Yeung, Hong Chang, Yimin Xiong, Susan E. George, Ramanujan S. Kashi, Takashi Matsumoto, Gerhard Rigoll	2004	389
4	Speech emotion recognition combining acoustic features and linguistic information in a hybrid support vector machine-belief network architecture OPUS (Augsburg University) ·Björn W. Schuller, Gerhard Rigoll, M. Lang	2004	350
5	A deep convolutional neural network for video sequence background subtraction Pattern Recognition ·Mohammadreza Babaee, Duc Tung Dinh, Gerhard Rigoll	2017	321
6	Cross-Corpus Acoustic Emotion Recognition: Variances and Strategies IEEE Transactions on Affective Computing ·Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Martin Wöllmer, André Stuhlsatz, Andreas Wendemuth, Gerhard Rigoll	2010	318
7	Hidden Markov model-based speech emotion recognition 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). ·Björn W. Schuller, Gerhard Rigoll, M. Lang	2003	228
8	LSTM-Modeling of continuous emotions in an audiovisual affect recognition framework Image and Vision Computing ·Martin Wöllmer, M. Shamim Kaiser, Florian Eyben, Björn W. Schuller, Gerhard Rigoll	2012	225
9	Acoustic emotion recognition: A benchmark comparison of performances OPUS (Augsburg University) ·Björn W. Schuller, Bogdan Vlasenko, Florian Eyben, Gerhard Rigoll, Andreas Wendemuth	2009	221
10	Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks Okan Köpüklü, Ahmet Gunduz, Neslihan Köse, Gerhard Rigoll	2019	211
11	The TUM Gait from Audio, Image and Depth (GAID) database: Multimodal recognition of subjects and traits Journal of Visual Communication and Image Representation ·Martin R. Hofmann, Jürgen T. Geiger, Sebastian Bachmann, Björn W. Schuller, Gerhard Rigoll	2013	189
12	Multi-view gait recognition using 3D convolutional neural networks mediaTUM – the media and publications repository of the Technical University Munich (Technical University Munich) ·Thomas Wolf, Mohammadreza Babaee, Gerhard Rigoll	2016	186
13	Being bored? Recognising natural interest by extensive audiovisual integration for real-life application Image and Vision Computing ·Björn W. Schuller, Ronald Müller, Florian Eyben, Jürgen Gast, Benedikt Hörnler, Martin Wöllmer, Gerhard Rigoll, Anja Höthker, Hitoshi Konosu	2009	158
14	Combining Long Short-Term Memory and Dynamic Bayesian Networks for Incremental Emotion-Sensitive Artificial Listening IEEE Journal of Selected Topics in Signal Processing ·Martin Wöllmer, Björn W. Schuller, Florian Eyben, Gerhard Rigoll	2010	140
15	Speaker Independent Speech Emotion Recognition by Ensemble Classification OPUS (Augsburg University) ·Björn W. Schuller, S.A. Reiter, Ronald Müller, Marc Al-Hames, M. Lang, Gerhard Rigoll	2005	126
16	Recognition of JPEG compressed face images based on statistical methods Image and Vision Computing ·Stefan Eickeler, Stefan Müller, Gerhard Rigoll	2000	122
17	Speaker independent emotion recognition by early fusion of acoustic and linguistic features within ensembles OPUS (Augsburg University) ·Björn W. Schuller, Ronald Müller, Manfred Lang, Gerhard Rigoll	2005	115
18	Towards a Deeper Understanding of Skeleton-based Gait Recognition 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) ·Torben Teepe, Johannes Gilg, Fabian Herzog, Stefan Hörmann, Gerhard Rigoll	2022	99
19	Emotion recognition in the noise applying large acoustic feature sets OPUS (Augsburg University) ·Björn W. Schuller, Dejan Arsić, Frank Wallhoff, Gerhard Rigoll	2006	90
20	Hidden Markov model based continuous online gesture recognition Universitätsbibliographie, Universität Duisburg-Essen ·Stefan Eickeler, A. Kosmala, Gerhard Rigoll	2002	86

About Gerhard Rigoll

Gerhard Rigoll is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Human-Computer Interaction and Experimental and Cognitive Psychology, having authored 523 papers that have together received 11.1k indexed citations. Recurring topics across this work include Speech and Audio Processing (130 papers), Speech Recognition and Synthesis (124 papers), Music and Audio Processing (106 papers), Video Surveillance and Tracking Methods (73 papers), Human Pose and Action Recognition (52 papers), Emotion and Mood Recognition (45 papers), Handwritten Text Recognition Techniques (40 papers) and Natural Language Processing Techniques (39 papers). The work is most often cited by research in Signal Processing (3.9k citations), Computer Vision and Pattern Recognition (5.5k citations), Experimental and Cognitive Psychology (3.0k citations), Human-Computer Interaction (1.4k citations) and Artificial Intelligence (4.2k citations). Gerhard Rigoll has collaborated with scholars based in Germany, Japan and United States. Frequent co-authors include Björn W. Schuller, M. Lang, Florian Eyben, Martin Wöllmer, Martin Hofmann, Mohammadreza Babaee, Philipp Tiefenbacher, A. Kosmala, Frank Wallhoff and Jürgen T. Geiger. Their work appears in journals such as Lecture notes in computer science, Neurocomputing, Image and Vision Computing, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing and Speech Communication.

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.

Explore authors with similar magnitude of impact

Gerhard Rigoll

Impact in

Papers in i

In The Last Decade

Gerhard Rigoll

Gerhard Rigoll's Hit Papers

Peers

Countries citing papers authored by Gerhard Rigoll

Fields of papers citing papers by Gerhard Rigoll

All Works

About Gerhard Rigoll

Explore authors with similar magnitude of impact

Papers in