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Juho Kannala
Juho Kannala
Associate Professor, Aalto University & University of Oulu, Finland
E-mail confirmado em aalto.fi - Página inicial
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Fine-grained visual classification of aircraft
S Maji, E Rahtu, J Kannala, M Blaschko, A Vedaldi
arXiv preprint arXiv:1306.5151, 2013
25582013
A generic camera model and calibration method for conventional, wide-angle, and fish-eye lenses
J Kannala, SS Brandt
IEEE transactions on pattern analysis and machine intelligence 28 (8), 1335-1340, 2006
12182006
Interpolation consistency training for semi-supervised learning
V Verma, K Kawaguchi, A Lamb, J Kannala, A Solin, Y Bengio, ...
Neural Networks 145, 90-106, 2022
9052022
Bsif: Binarized statistical image features
J Kannala, E Rahtu
Proceedings of the 21st international conference on pattern recognition …, 2012
8592012
Segmenting salient objects from images and videos
E Rahtu, J Kannala, M Salo, J Heikkilä
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
6822010
Joint depth and color camera calibration with distortion correction
D Herrera, J Kannala, J Heikkilä
IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (10), 2058 …, 2012
5612012
Deep learning for magnification independent breast cancer histopathology image classification
N Bayramoglu, J Kannala, J Heikkilä
2016 23rd International conference on pattern recognition (ICPR), 2440-2445, 2016
5262016
Siamese network features for image matching
I Melekhov, J Kannala, E Rahtu
2016 23rd international conference on pattern recognition (ICPR), 378-383, 2016
4592016
Mask-RCNN and U-net ensembled for nuclei segmentation
AO Vuola, SU Akram, J Kannala
2019 IEEE 16th international symposium on biomedical imaging (ISBI 2019 …, 2019
2642019
Image-based localization using hourglass networks
I Melekhov, J Ylioinas, J Kannala, E Rahtu
Proceedings of the IEEE international conference on computer vision …, 2017
2562017
Relative camera pose estimation using convolutional neural networks
I Melekhov, J Ylioinas, J Kannala, E Rahtu
Advanced Concepts for Intelligent Vision Systems: 18th International …, 2017
2442017
Camera relocalization by computing pairwise relative poses using convolutional neural network
Z Laskar, I Melekhov, S Kalia, J Kannala
Proceedings of the IEEE international conference on computer vision …, 2017
2422017
Learning a category independent object detection cascade
E Rahtu, J Kannala, M Blaschko
2011 international conference on Computer Vision, 1052-1059, 2011
2212011
Generating object segmentation proposals using global and local search
P Rantalankila, J Kannala, E Rahtu
Proceedings of the IEEE conference on computer vision and pattern …, 2014
2082014
Graphmix: Improved training of gnns for semi-supervised learning
V Verma, M Qu, K Kawaguchi, A Lamb, Y Bengio, J Kannala, J Tang
Proceedings of the AAAI conference on artificial intelligence 35 (11), 10024 …, 2021
1872021
Accurate and practical calibration of a depth and color camera pair
D Herrera C, J Kannala, J Heikkilä
Computer Analysis of Images and Patterns: 14th International Conference …, 2011
1762011
A generic camera calibration method for fish-eye lenses
J Kannala, S Brandt
Proceedings of the 17th International Conference on Pattern Recognition …, 2004
1742004
Cubicasa5k: A dataset and an improved multi-task model for floorplan image analysis
A Kalervo, J Ylioinas, M Häikiö, A Karhu, J Kannala
Image Analysis: 21st Scandinavian Conference, SCIA 2019, Norrköping, Sweden …, 2019
1432019
Hierarchical scene coordinate classification and regression for visual localization
X Li, S Wang, Y Zhao, J Verbeek, J Kannala
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1372020
Dgc-net: Dense geometric correspondence network
I Melekhov, A Tiulpin, T Sattler, M Pollefeys, E Rahtu, J Kannala
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 1034-1042, 2019
1362019
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