| Siamese Network Features for Image Matching I Melekhov, J Kannala, E Rahtu International Conference on Pattern Recognition, 2016 | 459 | 2016 |
| Image-based localization using hourglass networks I Melekhov, J Ylioinas, J Kannala, E Rahtu Proceedings of the IEEE international conference on computer vision …, 2017 | 256 | 2017 |
| 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 | 244 | 2017 |
| 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 | 242 | 2017 |
| 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 | 136 | 2019 |
| 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 | 57 | 2019 |
| Dn-splatter: Depth and normal priors for gaussian splatting and meshing M Turkulainen, X Ren, I Melekhov, O Seiskari, E Rahtu, J Kannala arXiv preprint arXiv:2403.17822, 2024 | 48 | 2024 |
| 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 | 37 | 2016 |
| 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 | 35 | 2021 |
| 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 | 22 | 2021 |
| Image stylization for robust features I Melekhov, GJ Brostow, J Kannala, D Turmukhambetov arXiv preprint arXiv:2008.06959, 2020 | 21 | 2020 |
| 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 | 18 | 2020 |
| 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 132 (7), 2530-2550, 2024 | 17 | 2024 |
| 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 | 14 | 2020 |
| 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 | 10 | 2021 |
| Differentiable product quantization for memory efficient camera relocalization Z Laskar, I Melekhov, A Benbihi, S Wang, J Kannala European Conference on Computer Vision, 470-489, 2024 | 2 | 2024 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation I Melekhov, A Umashankar, HJ Kim, V Serkov, D Argyle Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
| 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 | 1 | 2022 |
| Dense Road Surface Grip Map Prediction from Multimodal Image Data J Maanpää, J Pesonen, H Hyyti, I Melekhov, J Kannala, P Manninen, ... International Conference on Pattern Recognition, 387-404, 2025 | | 2025 |
| AGS-Mesh: Adaptive Gaussian Splatting and Meshing with Geometric Priors for Indoor Room Reconstruction Using Smartphones X Ren, M Turkulainen, J Wang, O Seiskari, I Melekhov, J Kannala, ... arXiv preprint arXiv:2411.19271, 2024 | | 2024 |
Juho KannalaAssociate Professor, Aalto University & University of Oulu, FinlandE-mail confirmado em aalto.fi