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Juho Kannala
Juho Kannala
Assistant Professor, Aalto University, Finland
Verifierad e-postadress på aalto.fi - Startsida
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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
9522013
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
8732006
Bsif: Binarized statistical image features
J Kannala, E Rahtu
Proceedings of the 21st international conference on pattern recognition …, 2012
7012012
Segmenting salient objects from images and videos
E Rahtu, J Kannala, M Salo, J Heikkilä
European conference on computer vision, 366-379, 2010
6132010
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
5252012
Interpolation consistency training for semi-supervised learning
V Verma, K Kawaguchi, A Lamb, J Kannala, Y Bengio, D Lopez-Paz
arXiv preprint arXiv:1903.03825, 2019
3692019
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
3172016
Learning a category independent object detection cascade
E Rahtu, J Kannala, M Blaschko
2011 international conference on Computer Vision, 1052-1059, 2011
2092011
Siamese network features for image matching
I Melekhov, J Kannala, E Rahtu
2016 23rd international conference on pattern recognition (ICPR), 378-383, 2016
2052016
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
1952014
Accurate and practical calibration of a depth and color camera pair
D Herrera C, J Kannala, J Heikkilä
International Conference on Computer analysis of images and patterns, 437-445, 2011
1732011
A generic camera calibration method for fish-eye lenses
J Kannala, S Brandt
Proceedings of the 17th International Conference on Pattern Recognition …, 2004
1622004
Relative camera pose estimation using convolutional neural networks
I Melekhov, J Ylioinas, J Kannala, E Rahtu
International Conference on Advanced Concepts for Intelligent Vision Systems …, 2017
1592017
Image-based localization using hourglass networks
I Melekhov, J Ylioinas, J Kannala, E Rahtu
Proceedings of the IEEE international conference on computer vision …, 2017
1412017
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
1382019
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
1332017
Understanding objects in detail with fine-grained attributes
A Vedaldi, S Mahendran, S Tsogkas, S Maji, R Girshick, J Kannala, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2014
1212014
Cell segmentation proposal network for microscopy image analysis
SU Akram, J Kannala, L Eklund, J Heikkilä
Deep Learning and Data Labeling for Medical Applications, 21-29, 2016
912016
Quasi-dense wide baseline matching using match propagation
J Kannala, SS Brandt
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
872007
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
662021
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Artiklar 1–20