Markus Koskela

2.2k total citations
47 papers, 716 citations indexed

About

Markus Koskela is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Signal Processing. According to data from OpenAlex, Markus Koskela has authored 47 papers receiving a total of 716 indexed citations (citations by other indexed papers that have themselves been cited), including 41 papers in Computer Vision and Pattern Recognition, 11 papers in Artificial Intelligence and 8 papers in Signal Processing. Recurrent topics in Markus Koskela's work include Advanced Image and Video Retrieval Techniques (29 papers), Image Retrieval and Classification Techniques (28 papers) and Video Analysis and Summarization (14 papers). Markus Koskela is often cited by papers focused on Advanced Image and Video Retrieval Techniques (29 papers), Image Retrieval and Classification Techniques (28 papers) and Video Analysis and Summarization (14 papers). Markus Koskela collaborates with scholars based in Finland, Russia and Ireland. Markus Koskela's co-authors include Jorma Laaksonen, Erkki Oja, Xi Chen, Xi Chen, Alan F. Smeaton, Mats Sjöberg, Patrik Floréen, Sami S. Brandt, Ville Viitaniemi and Xi Chen and has published in prestigious journals such as Neurocomputing, Pattern Recognition Letters and IEEE Transactions on Multimedia.

In The Last Decade

Markus Koskela

44 papers receiving 609 citations

Peers — A (Enhanced Table)

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

Name h Career Trend Papers Cites
Markus Koskela Finland 14 591 173 75 73 67 47 716
Gaurav Harit India 13 316 0.5× 100 0.6× 21 0.3× 55 0.8× 100 1.5× 50 396
Iwan Setyawan Indonesia 11 792 1.3× 76 0.4× 118 1.6× 24 0.3× 46 0.7× 82 914
Ergina Kavallieratou Greece 19 853 1.4× 148 0.9× 48 0.6× 45 0.6× 257 3.8× 77 949
Carlos Vivaracho‐Pascual Spain 9 534 0.9× 289 1.7× 281 3.7× 52 0.7× 102 1.5× 23 720
Emad E. Abdallah Jordan 12 202 0.3× 125 0.7× 71 0.9× 14 0.2× 35 0.5× 40 502
Saad Bin Ahmed Pakistan 15 601 1.0× 249 1.4× 51 0.7× 59 0.8× 382 5.7× 38 741
S.D. Connell United States 7 535 0.9× 213 1.2× 117 1.6× 124 1.7× 152 2.3× 11 627
Constantinos Constantinopoulos Greece 7 123 0.2× 198 1.1× 19 0.3× 25 0.3× 25 0.4× 14 299
Shih-Fu Chang United States 9 462 0.8× 54 0.3× 93 1.2× 12 0.2× 85 1.3× 11 591
Luan Ling Lee Brazil 8 306 0.5× 119 0.7× 69 0.9× 37 0.5× 87 1.3× 24 408

Countries citing papers authored by Markus Koskela

Since Specialization
Citations

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

Fields of papers citing papers by Markus Koskela

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Markus Koskela

This figure shows the co-authorship network connecting the top 25 collaborators of Markus Koskela. A scholar is included among the top collaborators of Markus Koskela 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 Markus Koskela. Markus Koskela 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.
2.
Koskela, Markus, et al.. (2018). Proactive Information Retrieval by Capturing Search Intent from Primary Task Context. ACM Transactions on Interactive Intelligent Systems. 8(3). 1–25. 16 indexed citations
3.
Chen, Xi & Markus Koskela. (2014). Using Appearance-Based Hand Features for Dynamic RGB-D Gesture Recognition. 411–416. 19 indexed citations
4.
Koskela, Markus & Jorma Laaksonen. (2014). Convolutional Network Features for Scene Recognition. 1169–1172. 30 indexed citations
5.
Ishikawa, Satoru, et al.. (2013). PicSOM Experiments in TRECVID 2013. TRECVID. 1 indexed citations
6.
7.
Billinghurst, Mark, Toni Järvenpää, Melih Kandemir, et al.. (2010). Contextual information access with Augmented Reality. UniSA Research Outputs Repository (University of South Australia). 95–100. 6 indexed citations
8.
Koskela, Markus, et al.. (2007). Rushes summarization with self-organizing maps. 45–49. 5 indexed citations
9.
Sjöberg, Mats, et al.. (2006). PicSOM Experiments in TRECVID 2006. Aaltodoc (Aalto University). 2 indexed citations
10.
Koskela, Markus & Alan F. Smeaton. (2006). Clustering-Based Analysis of Semantic Concept Models for Video Shots. 45–48. 7 indexed citations
11.
Koskela, Markus, Mats Sjöberg, Ville Viitaniemi, & Jorma Laaksonen. (2005). PicSOM Experiments in TRECVID 2005. TRECVID. 2 indexed citations
12.
Laaksonen, Jorma, Markus Koskela, & Erkki Oja. (2003). Probability Interpretation of Distributions on SOM Surfaces. 51(4). 938–9. 7 indexed citations
13.
Koskela, Markus, Jorma Laaksonen, & Erkki Oja. (2003). Using MPEG-7 descriptors in image retrieval with self-organizing maps. 2. 1049–1052. 3 indexed citations
14.
Laaksonen, Jorma, Markus Koskela, & Erkki Oja. (2003). PicSOM: self-organizing maps for content-based image retrieval. 4. 2470–2473. 47 indexed citations
15.
Koskela, Markus, Jorma Laaksonen, & Erkki Oja. (2003). Inter-Query Relevance Learning in PicSOM for Content-Based Image Retrieval. 2 indexed citations
16.
Laaksonen, Jorma, Markus Koskela, & Erkki Oja. (2002). PicSOM-self-organizing image retrieval with MPEG-7 content descriptors. IEEE Transactions on Neural Networks. 13(4). 841–853. 109 indexed citations
17.
Koskela, Markus, Jorma Laaksonen, & Erkki Oja. (2001). COMPARISON OF TECHNIQUES FOR CONTENT-BASED IMAGE RETRIEVAL. 10 indexed citations
18.
Koskela, Markus, Jorma Laaksonen, & Erkki Oja. (2001). SELF-ORGANIZING IMAGE RETRIEVAL WITH MPEG-7 DESCRIPTORS. 3 indexed citations
19.
Koskela, Markus, et al.. (2000). The PicSOM Retrieval System: Description and Evaluations. 10 indexed citations
20.
Laaksonen, Jorma, Markus Koskela, & Erkki Oja. (1999). PicSOM - A Framework for Content-Based Image Database Retrieval using Self-Organizing Maps. 11 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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