Janne Heikkilä

263 total papers · 10.1k total citations
133 papers, 5.0k citations indexed

About

Janne Heikkilä is a scholar working on Computer Vision and Pattern Recognition, Media Technology and Aerospace Engineering. According to data from OpenAlex, Janne Heikkilä has authored 133 papers receiving a total of 5.0k indexed citations (citations by other indexed papers that have themselves been cited), including 110 papers in Computer Vision and Pattern Recognition, 43 papers in Media Technology and 23 papers in Aerospace Engineering. Recurrent topics in Janne Heikkilä's work include Advanced Vision and Imaging (49 papers), Image Processing Techniques and Applications (40 papers) and Advanced Image and Video Retrieval Techniques (24 papers). Janne Heikkilä is often cited by papers focused on Advanced Vision and Imaging (49 papers), Image Processing Techniques and Applications (40 papers) and Advanced Image and Video Retrieval Techniques (24 papers). Janne Heikkilä collaborates with scholars based in Finland, Czechia and China. Janne Heikkilä's co-authors include Olli Sílven, Juho Kannala, Esa Rahtu, Ville Ojansivu, Neslihan Bayramoğlu, Daniel Herrera C., Timo Ahonen, Xiaochao Zhao, Yaping Lin and Mikko Salo and has published in prestigious journals such as PLoS ONE, IEEE Transactions on Pattern Analysis and Machine Intelligence and Development.

In The Last Decade

Janne Heikkilä

123 papers receiving 4.6k citations

Hit Papers

normalize citations (0→100%) normalize lifespan (0→100%) sort by overperformance

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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

A four-step camera calibration procedure with implicit image correction

2002 1.4k citations Janne Heikkilä, Olli Sílven profile →
Geometric camera calibration using circular control points

2000 622 citations Janne Heikkilä IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Joint Depth and Color Camera Calibration with Distortion Correction

2012 316 citations Daniel Herrera C., Juho Kannala et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
Deep learning for magnification independent breast cancer histopathology image classification

2016 300 citations Neslihan Bayramoğlu, Juho Kannala et al. University of Oulu Repository (University of Oulu) profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author						Papers	Cites
Janne Heikkilä	3.6k	963	832	577	426	133	5.0k
J. Illingworth	4.4k 1.2×	832 0.9×	1.1k 1.4×	664 1.2×	197 0.5×	90	6.2k
Martin D. Levine	3.9k 1.1×	795 0.8×	718 0.9×	953 1.7×	246 0.6×	143	5.7k
Alessandro Verri	3.5k 1.0×	893 0.9×	654 0.8×	1.0k 1.8×	175 0.4×	138	6.0k
Anders Heyden	4.6k 1.3×	892 0.9×	808 1.0×	1.3k 2.3×	275 0.6×	172	6.5k
Radu Horaud	3.7k 1.0×	1.9k 2.0×	501 0.6×	563 1.0×	459 1.1×	143	5.5k
Roberto Manduchi	6.0k 1.6×	990 1.0×	2.2k 2.7×	403 0.7×	236 0.6×	130	8.4k
Yi Li	5.3k 1.4×	654 0.7×	1.4k 1.7×	1.2k 2.0×	149 0.3×	104	7.0k
Juyang Weng	4.0k 1.1×	983 1.0×	895 1.1×	1.3k 2.3×	278 0.7×	187	6.2k
Song Bai	5.5k 1.5×	847 0.9×	682 0.8×	2.4k 4.1×	338 0.8×	114	7.9k
Aleš Leonardis	4.9k 1.4×	1.3k 1.4×	639 0.8×	1.9k 3.2×	217 0.5×	200	7.0k

Countries citing papers authored by Janne Heikkilä

Since Specialization

Citations

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

Fields of papers citing papers by Janne Heikkilä

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Janne Heikkilä

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

All Works

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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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