2026 Joni-Kristian Kamarainen: Computer Science Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	30	13882	13458	126	121	185	6445

Overview

Joni-Kristian Kamarainen is affiliated with Tampere University in Finland and has contributed extensively to research in computer science and engineering. Their work focuses particularly on computer vision, pattern recognition, and related subfields within artificial intelligence and engineering disciplines.

Their main fields of study include:

Computer Science
Engineering

Within these broader fields, their research delves into several subfields such as:

Computer Vision and Pattern Recognition
Aerospace Engineering
Control and Systems Engineering
Artificial Intelligence
Electrical and Electronic Engineering

Kamarainen's main research topics cover:

Robotics and Sensor-Based Localization
Advanced Image and Video Retrieval Techniques
Video Surveillance and Tracking Methods
Image Enhancement Techniques
Human Pose and Action Recognition
Advanced Vision and Imaging
Indoor and Outdoor Localization Technologies

Selected recent papers authored by or involving Kamarainen include:

"Anthropometric clothing measurements from 3D body scans", 2020, published in Machine Vision and Applications
"Learning Anthropometry from Rendered Humans", 2021, published on arXiv (Cornell University)
"RGBD Object Tracking: An In-depth Review", 2022, published on arXiv (Cornell University)
"State-Conditioned Adversarial Subgoal Generation", 2023, published in the Proceedings of the AAAI Conference on Artificial Intelligence
"Benchmarking Visual Localization for Autonomous Navigation", 2023, published in the 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Frequent co-authors collaborating with Kamarainen include:

Song Yan
Aleš Leonardis
Johan Wirta
Michael Felsberg
Farid Alijani

Their publications frequently appear in venues such as:

arXiv (Cornell University)
Zenodo (CERN European Organization for Nuclear Research)
2022 26th International Conference on Pattern Recognition (ICPR)
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

Kamarainen is also an author of books published by Springer Science+Business Media, specifically two editions of Image Analysis released in 2023.

Best Publications

the DIARETDB1 diabetic retinopathy database and evaluation protocol

Tomi Kauppi;Valentina Kalesnykiene;Joni-Kristian Kamarainen;Lasse Lensu

1067
Citations
Differential Evolution Training Algorithm for Feed-Forward Neural Networks

Jarmo Ilonen;Joni-Kristian Kamarainen;Jouni Lampinen

796
Citations
DIARETDB1 diabetic retinopathy database and evaluation protocol

T. Kauppi;V. Kalesnykiene;J.-K. Kamarainen;L. Lensu

464
Citations
Invariance properties of Gabor filter-based features-overview and applications

J.-K. Kamarainen;V. Kyrki;H. Kalviainen

461
Citations
The Seventh Visual Object Tracking VOT2019 Challenge Results

Matej Kristan;Amanda Berg;Linyu Zheng;Litu Rout

453
Citations
Simple Gabor feature space for invariant object recognition

Ville Kyrki;Joni-Kristian Kamarainen;Heikki Kälviäinen

301
Citations
The Eighth Visual Object Tracking VOT2020 Challenge Results

Matej Kristan;Aleš Leonardis;Jiří Matas;Michael Felsberg

239
Citations
AR-based interaction for human-robot collaborative manufacturing

Antti Hietanen;Roel Pieters;Minna Lanz;Jyrki Latokartano

222
Citations
Feature representation and discrimination based on Gaussian mixture model probability densities-Practices and algorithms

Pekka Paalanen;Joni-Kristian Kamarainen;Jarmo Ilonen;Heikki Kälviäinen

217
Citations
Feature-based affine-invariant localization of faces

M. Hamouz;J. Kittler;J.K. Kamarainen;P. Paalanen

199
Citations
Diagnosis tool for motor condition monitoring

J. Ilonen;J.-K. Kamarainen;T. Lindh;J. Ahola

125
Citations
Pose estimation using local structure-specific shape and appearance context

Anders Glent Buch;Dirk Kraft;Joni-Kristian Kamarainen;Henrik Gordon Petersen

115
Citations
The Ninth Visual Object Tracking VOT2021 Challenge Results

Matej Kristan;Jiri Matas;Ales Leonardis;Michael Felsberg

108
Citations
Object Detection in Equirectangular Panorama

Wenyan Yang;Yanlin Qian;Joni-Kristian Kamarainen;Francesco Cricri

90
Citations
The Tenth Visual Object Tracking VOT2022 Challenge Results

Unknown

79
Citations
Object Tracking by Reconstruction With View-Specific Discriminative Correlation Filters

Ugur Kart;Alan Lukezic;Matej Kristan;Joni-Kristian Kamarainen

78
Citations
Gabor features in image analysis

Joni-Kristian Kamarainen

74
Citations
Image Feature Localization by Multiple Hypothesis Testing of Gabor Features

J. Ilonen;J.-K. Kamarainen;P. Paalanen;M. Hamouz

70
Citations
Efficient computation of Gabor features

J. Ilonen;J.-K. Kamarainen;H. Kälviäinen

70
Citations
Convolutional low-resolution fine-grained classification

Dingding Cai;Ke Chen;Yanlin Qian;Joni-Kristian Kämäräinen

67
Citations
How to Make an RGBD Tracker

Uğur Kart;Joni-Kristian Kämäräinen;Jiří Matas

61
Citations
Feature extraction using Gabor filters

Joni-Kristian Kämäräinen

60
Citations
On Finding Gray Pixels

Yanlin Qian;Joni-Kristian Kamarainen;Jarno Nikkanen;Jiri Matas

56
Citations
Urban 3D segmentation and modelling from street view images and LiDAR point clouds

Pouria Babahajiani;Lixin Fan;Joni-Kristian Kämäräinen;Moncef Gabbouj

56
Citations
Simple Gabor Feature Space for Invariant Object Recognition

V. Kyrki;J.-K. Kamarainen

15
Citations

Frequent Co-Authors

Jiri Matas Czech Technical University in Prague

Matej Kristan University of Ljubljana

Ales Leonardis University of Birmingham

Norbert Krüger University of Southern Denmark

Josef Kittler University of Surrey

Jero Ahola Lappeenranta University of Technology

Michael Felsberg Linköping University

Moncef Gabbouj Tampere University

Martin Danelljan ETH Zurich

Xiaojun Wu University of Science and Technology of China

External Links

Personal website of Joni-Kristian Kamarainen

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