Alfred Mertins

5.6k citations
262 papers · 3.6k indexed · 2 hit papers · h-index 27
Topics
Speech and Audio Processing (93 papers)Image and Signal Denoising Methods (48 papers)Advanced Adaptive Filtering Techniques (45 papers)

In The Last Decade

Alfred Mertins

243 papers receiving 3.4k citations

Hit Papers

SleepTransformer: Automatic Sleep Staging With Interpreta...20212026202220242022202150100150

Peers

Alfred Mertins
Comparison fields: 5 of 148
  • Signal Processing 1.3k
  • Computer Vision and Pattern Recognition 927
  • Cognitive Neuroscience 791
  • Artificial Intelligence 575
  • Computational Mechanics 522
Replace Te-Won Lee with:
Te-Won Lee United States
Alain Rakotomamonjy France
Guoxu Zhou China
V. Ralph Algazi United States
Barak A. Pearlmutter United States
Petros Maragos Greece
Marc M. Van Hulle Belgium
Bart Vanrumste Belgium
J. Kaiser United States
Michael Rubinstein United States
Alfred Mertins relative to Te-Won Lee United States Te-Won Lee's profile →
Citations per field
00.5×1.6×
Te-Won Lee · 1×
Citations per year

Countries citing papers authored by Alfred Mertins

Since Specialization
Citations

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

Fields of papers citing papers by Alfred Mertins

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Alfred Mertins

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

All Works

20 of 20 papers shown
#WorkIndexed citations
1 4
2 32
3 0
4 3
5 17
6
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantificationbreakdown →
170
7 3
8 11
9 110
10 12
11
Exploring superframe co-occurrence for acoustic event recognition
4
12
System Identification of Equalized Room Impulse Responses by an Acoustic Echo Canceller Using Proportionate LMS Algorithms
2
13
Supervised, hysteresis-based segmentation of retinal images using the linear-classifier percentile.
4
14
LINEAR-PHASE COSINE-MODULATED FILTER BANKS WITHOUT DC LEAKAGE
2
15 1
16
Scalable Multiresolution Image Segmentation and Its Application in Video Object Extraction Algorithm
2
17
Impact of variabilities on speech recognition
7
18
An Efficient, Fine-Grain Scalable Audio Compression Scheme
2
19
Multi Resolution Image Segmentation with Border Smoothness for Scalable Object-based Wavelet Coding.
8
20
Time Domain Optimization Techniques for Blind Separation of Non-stationary Convolutive Mixed Signals.
3

About Alfred Mertins

Alfred Mertins is a scholar working on Signal Processing, Computer Vision and Pattern Recognition and Computational Mechanics, having authored 262 papers that have together received 3.6k indexed citations. Recurring topics across this work include Speech and Audio Processing (93 papers), Image and Signal Denoising Methods (48 papers) and Advanced Adaptive Filtering Techniques (45 papers). The work is most often cited by research in Signal Processing (1.3k citations), Computer Vision and Pattern Recognition (927 citations) and Cognitive Neuroscience (791 citations). Alfred Mertins has collaborated with scholars based in Germany, Australia and United Kingdom. Frequent co-authors include Huy Phan, Radoslaw Mazur, Philipp Koch, Golshah Naghdy, Oliver Y. Chén, Maarten De Vos, Abdolah Chalechale, Le Chung Tran, Peter Börnert and Mariya Doneva. Their work appears in journals such as SHILAP Revista de lepidopterología, IEEE Transactions on Pattern Analysis and Machine Intelligence and NeuroImage.

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

Rankless by CCL
2026