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Iaroslav Melekhov
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Year
Siamese Network Features for Image Matching
I Melekhov, J Kannala, E Rahtu
International Conference on Pattern Recognition, 2016
3552016
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
2212017
Image-based localization using hourglass networks
I Melekhov, J Ylioinas, J Kannala, E Rahtu
Proceedings of the IEEE international conference on computer vision …, 2017
2172017
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
2092017
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
1122019
KNEEL: Knee anatomical landmark localization using hourglass networks
A Tiulpin, I Melekhov, S Saarakkala
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
422019
Image Patch Matching Using Convolutional Descriptors with Euclidean Distance
I Melekhov, J Kannala, E Rahtu
Asian Conference on Computer Vision (Workshop on Interpretation and …, 2016
352016
Continual learning for image-based camera localization
S Wang, Z Laskar, I Melekhov, X Li, J Kannala
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
202021
Bayesian feature pyramid networks for automatic multi-label segmentation of chest X-rays and assessment of cardio-thoratic ratio
R Solovyev, I Melekhov, T Lesonen, E Vaattovaara, O Tervonen, A Tiulpin
Advanced Concepts for Intelligent Vision Systems: 20th International …, 2020
192020
Multimodal end-to-end learning for autonomous steering in adverse road and weather conditions
J Maanpää, J Taher, P Manninen, L Pakola, I Melekhov, J Hyyppä
2020 25th International Conference on Pattern Recognition (ICPR), 699-706, 2021
162021
Image stylization for robust features
I Melekhov, GJ Brostow, J Kannala, D Turmukhambetov
arXiv preprint arXiv:2008.06959, 2020
162020
Geometric image correspondence verification by dense pixel matching
Z Laskar, I Melekhov, HR Tavakoli, J Ylioinas, J Kannala
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
142020
Digging into self-supervised learning of feature descriptors
I Melekhov, Z Laskar, X Li, S Wang, J Kannala
2021 International Conference on 3D Vision (3DV), 1144-1155, 2021
52021
HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer
S Wang, Z Laskar, I Melekhov, X Li, Y Zhao, G Tolias, J Kannala
International Journal of Computer Vision, 1-21, 2024
12024
Leveraging Road Area Semantic Segmentation with Auxiliary Steering Task
J Maanpää, I Melekhov, J Taher, P Manninen, J Hyyppä
International Conference on Image Analysis and Processing, 727-738, 2022
12022
Deep Learning Methods for Image Matching and Camera Relocalization
I Melekhov
Aalto University, 2020
2020
TC-Net: Self-Supervised Monocular Video Scene Understanding Using Temporally Consistent Geometric Prior
I Melekhov, E Rahtu, J Kannala, A Kendall
International Conference on Machine Learning (ICML) Workshops, 2019
2019
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Articles 1–17