Professorship Kannala Juho

UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. Our work contributes towards the following SDG(s):

Luca Ferranti
- Department of Computer Science - Project Employee
- Professorship Kannala Juho - Project Employee
Person: Project research staff
20202025
Enliang Hu
- Department of Computer Science - Visitor (Faculty)
- Professorship Kannala Juho - Visitor (Faculty)
Person: Visiting Scholar
Jenni Hukkanen
- Department of Computer Science - Postdoctoral Researcher
- Professorship Kannala Juho - Postdoctoral Researcher
Person: Postdoctoral researchers
20242024

125 Conference article in proceedings
13 Article
5 Doctoral Thesis
3 Paper
More

Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models
Dong, H., Liu, M., Zhou, K., Chatzi, E., Kannala, J., Stachniss, C. & Fink, O., 2026, (E-pub ahead of print) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
A2-GNN : Angle-Annular GNN for Visual Descriptor-Free Camera Relocalization
Zhang, Y., Wang, S. & Kannala, J., 2025, Proceedings - 2025 International Conference on 3D Vision, 3DV 2025. IEEE, p. 357-368 12 p. (Proceedings International Conference on 3D Vision).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access
File
5 Downloads (Pure)
A Dataset for Semantic Segmentation in the Presence of Unknowns
Laskar, Z., Vojir, T., Grcic, M., Melekhov, I., Gangisetty, S., Kannala, J., Matas, J., Tolias, G. & Jawahar, C. V., 2025, 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 1439-1448 (IEEE Computer Society Conference on Computer Vision and Pattern Recognition).
Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Open Access

Pioneer Networks: Progressively Growing Generative Autoencoder
Ari, H. (Creator), Solin, A. (Creator) & Kannala, J. (Creator), Zenodo, 10 Oct 2018
DOI: 10.5281/zenodo.1455187, https://zenodo.org/api/records/1455188
Dataset
Deep Automodulators
Heljakka, A. (Creator), Hou, Y. (Creator), Kannala, J. (Creator) & Solin, A. (Creator), Zenodo, 11 Jun 2020
DOI: 10.5281/zenodo.4298893, https://doi.org/10.5281/zenodo.4298894 and 2 more links, https://arxiv.org/abs/1912.10321, https://github.com/AaltoVision/automodulator (show fewer)
Dataset
Soft Skills list
Calanca, F. (Creator), Sayfullina, L. (Creator), Minkus, L. (Creator), Malmi, E. (Creator) & Wagner, C. (Creator), SowiDataNet, 1 Jan 2019
DOI: 10.7802/1707
Dataset

Nokia Foundation Scholarship
Melekhov, I. (Recipient), 1 Nov 2018
Prize: Award or honor granted for academic or artistic career
Primus Young Doctor in the Conferment Seremony of the University of Oulu
Kannala, J. (Recipient), 2013
Prize: Award or honor granted for academic or artistic career
Tobii best paper award
Ylimäki, M. (Recipient), Kannala, J. (Recipient) & Heikkilä, J. (Recipient), 2017
Prize: Award or honor granted for a specific work

3 Reviewer of conference article
3 Visiting an external academic institution
2 Membership of a scientific or program committee of a conference or seminar
1 Organization of a workshop, panel, session, tutorial or event
More

IEEE Robotics and Automation Letters (Journal)
Melekhov, I. (Reviewer)
1 Apr 2020 → 1 Jun 2020
Activity: Publication peer-review and editorial work types › Reviewer of scientific journal
Image Stylization for Robust Features
Melekhov, I. (Speaker)
28 Aug 2020
Activity: Talk or presentation types › Invited academic talk
ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS
Rezazadegan Tavakoli, H. (Member)
2019
Activity: Participating in or organising an event types › Membership of a scientific or program committee of a conference or seminar

Investigators from Aalto University Target Imaging Technology (Hscnet Plus Plus : Hierarchical Scene Coordinate Classification and Regression for Visual Localization With Transformer)
Kannala, J.
04/03/2024
1 item of Media coverage
Press/Media: Media appearance
Learning Latent Image Representations with Prior Knowledge
Solin, A. & Kannala, J.
02/12/2022
1 item of Media coverage
Press/Media: Media appearance
Sample-Efficient Methods for Real-World Deep Reinforcement Learning
Solin, A., Ilin, A. & Kannala, J.
25/05/2022
1 item of Media coverage
Press/Media: Media appearance

Professorship Kannala Juho

UN Sustainable Development Goals

Collaborations and top research areas from the last five years

Dive into details

Luca Ferranti

Enliang Hu

Jenni Hukkanen

Advances in Multimodal Adaptation and Generalization: From Traditional Approaches to Foundation Models

A2-GNN : Angle-Annular GNN for Visual Descriptor-Free Camera Relocalization

A Dataset for Semantic Segmentation in the Presence of Unknowns

Pioneer Networks: Progressively Growing Generative Autoencoder

Deep Automodulators

Soft Skills list

Nokia Foundation Scholarship

Primus Young Doctor in the Conferment Seremony of the University of Oulu

Tobii best paper award

IEEE Robotics and Automation Letters (Journal)

Image Stylization for Robust Features

ACM SYMPOSIUM ON EYE TRACKING RESEARCH & APPLICATIONS

Investigators from Aalto University Target Imaging Technology (Hscnet Plus Plus : Hierarchical Scene Coordinate Classification and Regression for Visual Localization With Transformer)

Learning Latent Image Representations with Prior Knowledge

Sample-Efficient Methods for Real-World Deep Reinforcement Learning

Professorship Kannala Juho

UN Sustainable Development Goals

Collaborations and top research areas from the last five years

Profiles

Research output

Datasets

Prizes

Activities

Press/Media