Marko Heikkilä

3.0k total citations · 2 hit papers
6 papers, 1.9k citations indexed

About

Marko Heikkilä is a scholar working on Computer Vision and Pattern Recognition, Information Systems and Building and Construction. According to data from OpenAlex, Marko Heikkilä has authored 6 papers receiving a total of 1.9k indexed citations (citations by other indexed papers that have themselves been cited), including 5 papers in Computer Vision and Pattern Recognition, 1 paper in Information Systems and 1 paper in Building and Construction. Recurrent topics in Marko Heikkilä's work include Advanced Image and Video Retrieval Techniques (5 papers), Advanced Vision and Imaging (3 papers) and Video Surveillance and Tracking Methods (3 papers). Marko Heikkilä is often cited by papers focused on Advanced Image and Video Retrieval Techniques (5 papers), Advanced Vision and Imaging (3 papers) and Video Surveillance and Tracking Methods (3 papers). Marko Heikkilä collaborates with scholars based in Finland, Estonia and France. Marko Heikkilä's co-authors include Matti Pietikäinen, Cordelia Schmid, Matti Pietikäinen, Jarek Kurnitski and Janne Heikkilä and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and Energies.

In The Last Decade

Marko Heikkilä

6 papers receiving 1.8k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A texture-based method for modeling the background and detecting moving objects

2006 915 citations Marko Heikkilä, Matti Pietikäinen IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Description of interest regions with local binary patterns

2008 874 citations Marko Heikkilä, Matti Pietikäinen et al. Pattern Recognition profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Marko Heikkilä Finland	4	1.7k	266	234	145	80	6	1.9k
Zhenyu He China	19	1.1k 0.6×	222 0.8×	329 1.4×	242 1.7×	167 2.1×	40	1.4k
Seungryong Kim South Korea	22	1.1k 0.6×	257 1.0×	240 1.0×	191 1.3×	53 0.7×	101	1.4k
Yanghai Tsin United States	13	1.4k 0.8×	150 0.6×	207 0.9×	183 1.3×	152 1.9×	26	1.5k
Fan‐Chieh Cheng Taiwan	16	1.3k 0.8×	593 2.2×	84 0.4×	73 0.5×	71 0.9×	35	1.5k
Junseok Kwon South Korea	16	1.8k 1.0×	126 0.5×	292 1.2×	212 1.5×	167 2.1×	81	1.9k
Olivier Barnich Belgium	5	1.5k 0.9×	150 0.6×	189 0.8×	251 1.7×	165 2.1×	9	1.7k
Hui Zeng China	16	1.6k 0.9×	556 2.1×	317 1.4×	110 0.8×	81 1.0×	44	1.9k
Zhenxue Chen China	18	947 0.5×	380 1.4×	90 0.4×	129 0.9×	64 0.8×	88	1.2k
Wenxiu Sun Hong Kong	22	1.5k 0.8×	356 1.3×	131 0.6×	172 1.2×	55 0.7×	60	1.7k
Nabin Sharma Australia	18	888 0.5×	312 1.2×	174 0.7×	271 1.9×	31 0.4×	44	1.1k

Countries citing papers authored by Marko Heikkilä

Since Specialization

Citations

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

Fields of papers citing papers by Marko Heikkilä

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Marko Heikkilä

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

All Works

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

6 of 6 papers shown

1.

Heikkilä, Marko, et al.. (2020). A Qualitative Control Approach to Reduce Energy Costs of Hybrid Energy Systems: Utilizing Energy Price and Weather Data. Energies. 13(6). 1401–1401. 3 indexed citations

2.

Heikkilä, Marko, et al.. (2008). Scallop : An open peer-to-peer framework for distributed sensor networks. 3485. 1–9. 3 indexed citations

3.

Heikkilä, Marko, Matti Pietikäinen, & Cordelia Schmid. (2008). Description of interest regions with local binary patterns. Pattern Recognition. 42(3). 425–436. 874 indexed citations breakdown →

4.

Heikkilä, Marko & Matti Pietikäinen. (2006). A texture-based method for modeling the background and detecting moving objects. IEEE Transactions on Pattern Analysis and Machine Intelligence. 28(4). 657–662. 915 indexed citations breakdown →

5.

Heikkilä, Marko & Matti Pietikäinen. (2005). An image mosaicing module for wide-area surveillance. 11–18. 11 indexed citations

6.

Heikkilä, Marko, et al.. (2004). A Texture-based Method for Detecting Moving Objects. 21.1–21.10. 110 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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