Jaakko Astola
- Computer Vision and Pattern Recognition top 0.1%
- Media Technology top 0.05%
- Signal Processing top 0.2%
- Artificial Intelligence top 1%
- Molecular Biology top 10%
- Co-authors
- Karen EgiazarianY. NeuvoVladimir KatkovnikNikolay PonomarenkoVladimir LukinP. HaavistoMarco CarliFederica Battisti
- Topics
- Image and Signal Denoising Methods (181 papers)Digital Filter Design and Implementation (71 papers)Advanced Data Compression Techniques (63 papers)
- Journals
- Proceedings of the National Academy of SciencesSHILAP Revista de lepidopterologíaBioinformatics
- Partner nations
- FinlandUkraineUnited States
In The Last Decade
Jaakko Astola
460 papers receiving 8.5k citations
Hit Papers
Peers
Comparison fields: 5 of 180
- Computer Vision and Pattern Recognition 5.4k
- Media Technology 2.3k
- Signal Processing 1.5k
- Artificial Intelligence 1.2k
- Molecular Biology 955
Countries citing papers authored by Jaakko Astola
This map shows the geographic impact of Jaakko Astola'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 Jaakko Astola with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jaakko Astola more than expected).
Fields of papers citing papers by Jaakko Astola
This network shows the impact of papers produced by Jaakko Astola. 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 Jaakko Astola. The network helps show where Jaakko Astola may publish in the future.
Co-authorship network of co-authors of Jaakko Astola
This figure shows the co-authorship network connecting the top 25 collaborators of Jaakko Astola. A scholar is included among the top collaborators of Jaakko Astola 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 Jaakko Astola. Jaakko Astola is excluded from the visualization to improve readability, since they are connected to all nodes in the network.
All Works
| # | Work | Indexed citations |
|---|---|---|
| 1 | Classification of small UAVs and birds by micro-Doppler signatures | 60 |
| 2 | Radar frequency band invariant pedestrian classification | 4 |
| 3 | About positive trigonometric polynomials and 1-D discrete phase retrieval problem | 4 |
| 4 | Object recognition in ground surveillance doppler radar by using bispectrum-based time-frequency distributions | 8 |
| 5 | Frequency domain blind deconvolution in multiframe imaging using anisotropic spatially-adaptive denoising | 11 |
| 6 | A low-complexity multiple description video coder based on 3D-transforms | 3 |
| 7 | Neural networks with random letter codes for text-to-phoneme mapping and small training dictionary | 3 |
| 8 | 0 | |
| 9 | Directional varying scale approximations for anisotropic signal processing | 41 |
| 10 | A Strategy for Identifying Putative Causes of Gene Expression Variation in Human Cancer | 1 |
| 11 | Quazi-optimal Zernike feature selection | 1 |
| 12 | Generalized IIR polynomial predictive filters | 2 |
| 13 | Integer wavelet transforms based lossless audio compression. | 8 |
| 14 | Time-Delay Selection for Robust Angle of Arrival Estimation. | 13 |
| 15 | Comparison of component and vector filter performance with application to multichannel and color image processing. | 8 |
| 16 | Time-frequency domain signal filtering: a next step forward. | 2 |
| 17 | Nonlinear Filters for Image Processing | 44 |
| 18 | A superfast convolution technique for Volterra filtering. | 1 |
| 19 | Binary polynomial transforms and nonlinear digital filters | 97 |
| 20 | 79 |
About Jaakko Astola
Jaakko Astola is a scholar working on Computer Vision and Pattern Recognition, Signal Processing and Media Technology, having authored 524 papers that have together received 9.3k indexed citations. Recurring topics across this work include Image and Signal Denoising Methods (181 papers), Digital Filter Design and Implementation (71 papers) and Advanced Data Compression Techniques (63 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (5.4k citations), Media Technology (2.3k citations) and Acoustics and Ultrasonics (140 citations). Jaakko Astola has collaborated with scholars based in Finland, Ukraine and United States. Frequent co-authors include Karen Egiazarian, Y. Neuvo, Vladimir Katkovnik, Nikolay Ponomarenko, Vladimir Lukin, P. Haavisto, Marco Carli, Federica Battisti, Olli Yli‐Harja and Edward R. Dougherty. Their work appears in journals such as Proceedings of the National Academy of Sciences, SHILAP Revista de lepidopterología and Bioinformatics.
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.