Matti Niskanen

532 total citations
20 papers, 360 citations indexed

About

Matti Niskanen is a scholar working on Computer Vision and Pattern Recognition, Industrial and Manufacturing Engineering and Environmental Engineering. According to data from OpenAlex, Matti Niskanen has authored 20 papers receiving a total of 360 indexed citations (citations by other indexed papers that have themselves been cited), including 10 papers in Computer Vision and Pattern Recognition, 7 papers in Industrial and Manufacturing Engineering and 3 papers in Environmental Engineering. Recurrent topics in Matti Niskanen's work include Industrial Vision Systems and Defect Detection (7 papers), Advanced Vision and Imaging (4 papers) and Remote Sensing and LiDAR Applications (3 papers). Matti Niskanen is often cited by papers focused on Industrial Vision Systems and Defect Detection (7 papers), Advanced Vision and Imaging (4 papers) and Remote Sensing and LiDAR Applications (3 papers). Matti Niskanen collaborates with scholars based in Finland, France and Belgium. Matti Niskanen's co-authors include Hannu Kauppinen, Olli Sílven, Edmond Boyer, Marius Tico, Radu Horaud, Guillaume Dewaele, Timo Lähivaara, Jean‐Philippe Groby, Aroune Duclos and Olivier Dazel and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, The Journal of the Acoustical Society of America and Journal of Sound and Vibration.

In The Last Decade

Matti Niskanen

20 papers receiving 331 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Matti Niskanen Finland 8 185 134 62 52 40 20 360
Wei‐Yao Chiu Taiwan 9 222 1.2× 246 1.8× 34 0.5× 58 1.1× 43 1.1× 25 429
Zhigang Ling China 10 236 1.3× 108 0.8× 24 0.4× 22 0.4× 40 1.0× 34 368
Ralph Seulin France 10 161 0.9× 59 0.4× 54 0.9× 47 0.9× 14 0.3× 30 274
Evgeny A. Semenishchev Russia 9 181 1.0× 103 0.8× 23 0.4× 21 0.4× 19 0.5× 105 307
Xu Liang China 11 106 0.6× 57 0.4× 32 0.5× 18 0.3× 40 1.0× 21 321
Zhiang Li China 9 119 0.6× 50 0.4× 55 0.9× 10 0.2× 38 0.9× 25 321
Nafaâ Nacereddine Algeria 10 109 0.6× 80 0.6× 45 0.7× 17 0.3× 28 0.7× 38 320
Junfeng Jing China 11 151 0.8× 227 1.7× 12 0.2× 68 1.3× 15 0.4× 34 361
Shi-Nine Yang Taiwan 9 307 1.7× 37 0.3× 25 0.4× 64 1.2× 26 0.7× 32 433
ShahRukh Athar United States 8 239 1.3× 30 0.2× 21 0.3× 53 1.0× 118 3.0× 17 413

Countries citing papers authored by Matti Niskanen

Since Specialization
Citations

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

Fields of papers citing papers by Matti Niskanen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Matti Niskanen

This figure shows the co-authorship network connecting the top 25 collaborators of Matti Niskanen. A scholar is included among the top collaborators of Matti Niskanen 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 Matti Niskanen. Matti Niskanen 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
1.
Niskanen, Matti, Aku Seppänen, Miska Olin, et al.. (2025). Accounting for effects of coagulation and model uncertainties in particle number concentration estimates based on measurements from sampling lines – a Bayesian inversion approach with SLIC v1.0. Geoscientific model development. 18(10). 2983–3001. 1 indexed citations
2.
Niskanen, Matti & Timo Lähivaara. (2022). COMPOSTI: A Python-based program for seismic trans-dimensional inversion. SoftwareX. 21. 101298–101298. 2 indexed citations
3.
Niskanen, Matti, Olivier Dazel, Jean‐Philippe Groby, Aroune Duclos, & Timo Lähivaara. (2019). Characterising poroelastic materials in the ultrasonic range - A Bayesian approach. Journal of Sound and Vibration. 456. 30–48. 7 indexed citations
4.
Niskanen, Matti, Jean‐Philippe Groby, Aroune Duclos, et al.. (2017). Deterministic and statistical characterization of rigid frame porous materials from impedance tube measurements. The Journal of the Acoustical Society of America. 142(4). 2407–2418. 53 indexed citations
5.
Hannuksela, Jari, et al.. (2015). Performance evaluation of image noise reduction computing on a mobile platform. 7872. 332–337. 1 indexed citations
6.
Horaud, Radu, Matti Niskanen, Guillaume Dewaele, & Edmond Boyer. (2008). Human Motion Tracking by Registering an Articulated Surface to 3D Points and Normals. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(1). 158–163. 34 indexed citations
7.
Sílven, Olli, Jari Hannuksela, Miguel Bordallo López, et al.. (2008). New video applications on mobile communication devices. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 6821. 682108–682108. 1 indexed citations
8.
Niskanen, Matti & Olli Sílven. (2007). Machine Vision Based Lumber Grain Measurement. Machine Vision and Applications. 408–411. 4 indexed citations
9.
Niskanen, Matti. (2006). View Dependent Enhancement of the Dynamic Range of Video. 4. 984–987. 2 indexed citations
10.
Niskanen, Matti, Olli Sílven, & Marius Tico. (2006). Video Stabilization Performance Assessment. 405–408. 30 indexed citations
11.
Niskanen, Matti, et al.. (2005). Articulated motion capture from 3-D points and normals. 45.1–45.10. 7 indexed citations
12.
Niskanen, Matti. (2003). A visual training based approach to surface inspection. 10 indexed citations
13.
Sílven, Olli, et al.. (2003). Texture-based paper characterization using nonsupervised clustering. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5132. 350–350. 5 indexed citations
14.
Niskanen, Matti, et al.. (2003). Wood inspection with non-supervised clustering. Machine Vision and Applications. 13(5-6). 275–285. 122 indexed citations
15.
Niskanen, Matti, et al.. (2003). Paper characterisation by texture using visualisation-based training. The International Journal of Advanced Manufacturing Technology. 22(11-12). 890–898. 7 indexed citations
16.
Niskanen, Matti & Olli Sílven. (2003). Comparison of dimensionality reduction methods for wood surface inspection. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5132. 178–178. 28 indexed citations
17.
Sílven, Olli & Matti Niskanen. (2003). Framework for industrial visual surface inspections. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 5132. 1–1. 1 indexed citations
18.
Niskanen, Matti, Hannu Kauppinen, & Olli Sílven. (2002). <title>Real-time aspects of SOM-based visual surface inspection</title>. Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE. 4664. 123–134. 15 indexed citations
19.
Niskanen, Matti, Olli Sílven, & Hannu Kauppinen. (2001). Color And Texture Based Wood Inspection With Non-Supervised Clustering. 23 indexed citations
20.
Niskanen, Matti, Olli Sílven, & Hannu Kauppinen. (2001). Experiments With Som Based Inspection Of Wood. 7 indexed citations

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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