| 2026 | AAAI | Predicting Video Slot Attention Queries from Random Slot-Feature Pairs. | Rongzhen Zhao, Jian Li, Juho Kannala, Joni Pajarinen |
| 2026 | ICPR | Pose-Guided Geometric Refinement for Feed-Forward 3D Gaussian Splatting. | Zihan Wang, Xu Ji, Yejun Zhang, Esa Rahtu, Juho Kannala |
| 2026 | WWW | Tuning Qwen2.5-VL to Improve Its Web Interaction Skills. | Alexandra Yakovleva, Henrik Prssinen, Harri Valpola, Juho Kannala, Alexander Ilin |
| 2026 | WACV | SceneShine: Illumination-aware Human Scene Gaussian Re-Splatting from Mobile Device Video. | Xuqian Ren, Wenjia Wang, Mai Ngoc Nguyen, Juho Kannala, Esa Rahtu |
| 2025 | CVPR | Reloc3r: Large-Scale Training of Relative Camera Pose Regression for Generalizable, Fast, and Accurate Visual Localization. | Siyan Dong, Shuzhe Wang, Shaohui Liu, Lulu Cai, Qingnan Fan, Juho Kannala, Yanchao Yang |
| 2025 | CVPR | A Dataset for Semantic Segmentation in the Presence of Unknowns. | Zakaria Laskar, Tomas Vojir, Matej Grcic, Iaroslav Melekhov, Shankar Gangisetty, Juho Kannala, Jiri Matas, Giorgos Tolias, C. V. Jawahar |
| 2025 | CVPR | DeSplat: Decomposed Gaussian Splatting for Distractor-Free Rendering. | Yihao Wang, Marcus Klasson, Matias Turkulainen, Shuzhe Wang, Juho Kannala, Arno Solin |
| 2025 | ICLR | Multi-Scale Fusion for Object Representation. | Rongzhen Zhao, Vivienne Huiling Wang, Juho Kannala, Joni Pajarinen |
| 2025 | WACV | DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing. | Matias Turkulainen, Xuqian Ren, Iaroslav Melekhov, Otto Seiskari, Esa Rahtu, Juho Kannala |
| 2024 | BMVC | Projected Stochastic Gradient Descent with Quantum Annealed Binary Gradients. | Maximilian Krahn, Michele Sasdelli, Frances Fengyi Yang, Vladislav Golyanik, Juho Kannala, Tat-Jun Chin, Tolga Birdal |
| 2024 | BMVC | Gaussian Splatting in Mirrors: Reflection-aware Rendering via Virtual Camera Optimization. | Zihan Wang, Shuzhe Wang, Matias Turkulainen, Junyuan Fang, Juho Kannala |
| 2024 | CoRL | RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands. | Yi Zhao, Le Chen, Jan Schneider, Quankai Gao, Juho Kannala, Bernhard Schlkopf, Joni Pajarinen, Dieter Bchler |
| 2024 | CVPR | DGC-GNN: Leveraging Geometry and Color Cues for Visual Descriptor-Free 2D-3D Matching. | Shuzhe Wang, Juho Kannala, Daniel Barath |
| 2024 | ECCV | Medical Image Segmentation with SAM-Generated Annotations. | Iira Hkkinen, Iaroslav Melekhov, Erik Englesson, Hossein Azizpour, Juho Kannala |
| 2024 | ECCV | Sources of Uncertainty in 3D Scene Reconstruction. | Marcus Klasson, Riccardo Mereu, Juho Kannala, Arno Solin |
| 2024 | ECCV | Efficient NeRF Optimization - Not All Samples Remain Equally Hard. | Juuso Korhonen, Rangu Goutham, Hamed R. Tavakoli, Juho Kannala |
| 2024 | ECCV | Differentiable Product Quantization for Memory Efficient Camera Relocalization. | Zakaria Laskar, Iaroslav Melekhov, Assia Benbihi, Shuzhe Wang, Juho Kannala |
| 2024 | ECCV | Gaussian Splatting on the Move: Blur and Rolling Shutter Compensation for Natural Camera Motion. | Otto Seiskari, Jerry Ylilammi, Valtteri Kaatrasalo, Pekka Rantalankila, Matias Turkulainen, Juho Kannala, Esa Rahtu, Arno Solin |
| 2024 | ICML | Optimistic Multi-Agent Policy Gradient. | Wenshuai Zhao, Yi Zhao, Zhiyuan Li, Juho Kannala, Joni Pajarinen |
| 2024 | ICPR | Dense Road Surface Grip Map Prediction from Multimodal Image Data. | Jyri Maanp, Julius Pesonen, Heikki Hyyti, Iaroslav Melekhov, Juho Kannala, Petri Manninen, Antero Kukko, Juha Hyypp |
| 2024 | ICRA | SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation. | Hao Dong, Weihao Gu, Xianjing Zhang, Jintao Xu, Rui Ai, Huimin Lu, Juho Kannala, Xieyuanli Chen |
| 2024 | WACV | MuSHRoom: Multi-Sensor Hybrid Room Dataset for Joint 3D Reconstruction and Novel View Synthesis. | Xuqian Ren, Wenjia Wang, Dingding Cai, Tuuli Tuominen, Juho Kannala, Esa Rahtu |
| 2023 | ICCV | Guiding Local Feature Matching with Surface Curvature. | Shuzhe Wang, Juho Kannala, Marc Pollefeys, Daniel Barath |
| 2023 | ICML | Simplified Temporal Consistency Reinforcement Learning. | Yi Zhao, Wenshuai Zhao, Rinu Boney, Juho Kannala, Joni Pajarinen |
| 2023 | WACV | Expansion of Visual Hints for Improved Generalization in Stereo Matching. | Andrea Pilzer, Yuxin Hou, Niki Andreas Lopi, Arno Solin, Juho Kannala |
| 2023 | UAI | MixupE: Understanding and improving Mixup from directional derivative perspective. | Yingtian Zou, Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi |
| 2022 | ECCV | Uncertainty-Guided Source-Free Domain Adaptation. | Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin |
| 2022 | ESANN | Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning. | Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen |
| 2022 | ICASSP | Multiple Offsets Multilateration: A New Paradigm for Sensor Network Calibration with Unsynchronized Reference Nodes. | Luca Ferranti, Kalle strm, Magnus Oskarsson, Jani Boutellier, Juho Kannala |
| 2022 | WACV | HybVIO: Pushing the Limits of Real-time Visual-inertial Odometry. | Otto Seiskari, Pekka Rantalankila, Juho Kannala, Jerry Ylilammi, Esa Rahtu, Arno Solin |
| 2022 | WACV | Single Source One Shot Reenactment using Weighted Motion from Paired Feature Points. | Soumya Tripathy, Juho Kannala, Esa Rahtu |
| 2021 | AAAI | GraphMix: Improved Training of GNNs for Semi-Supervised Learning. | Vikas Verma, Meng Qu, Kenji Kawaguchi, Alex Lamb, Yoshua Bengio, Juho Kannala, Jian Tang |
| 2021 | CVPR | Interpolation-Based Semi-Supervised Learning for Object Detection. | Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak |
| 2021 | ICASSP | Sensor Networks TDOA Self-Calibration: 2D Complexity Analysis and Solutions. | Luca Ferranti, Kalle strm, Magnus Oskarsson, Jani Boutellier, Juho Kannala |
| 2021 | ICCV | Continual Learning for Image-Based Camera Localization. | Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Juho Kannala |
| 2021 | MICCAI | Bridging the Gap Between Paired and Unpaired Medical Image Translation. | Pauliina Paavilainen, Saad Ullah Akram, Juho Kannala |
| 2021 | WACV | Novel View Synthesis via Depth-guided Skip Connections. | Yuxin Hou, Arno Solin, Juho Kannala |
| 2021 | WACV | FACEGAN: Facial Attribute Controllable rEenactment GAN. | Soumya Tripathy, Juho Kannala, Esa Rahtu |
| 2020 | ACCV | Data-Efficient Ranking Distillation for Image Retrieval. | Zakaria Laskar, Juho Kannala |
| 2020 | BMVC | LSD_2 - Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs. | Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Srkk, Janne Heikkil |
| 2020 | CVPR | Hierarchical Scene Coordinate Classification and Regression for Visual Localization. | Xiaotian Li, Shuzhe Wang, Yi Zhao, Jakob Verbeek, Juho Kannala |
| 2020 | ETRA | Deep Audio-Visual Saliency: Baseline Model and Data. | Hamed Rezazadegan Tavakoli, Ali Borji, Juho Kannala, Esa Rahtu |
| 2020 | ICPR | Can You Trust Your Pose? Confidence Estimation in Visual Localization. | Luca Ferranti, Xiaotian Li, Jani Boutellier, Juho Kannala |
| 2020 | ICPR | Movement-induced Priors for Deep Stereo. | Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin |
| 2020 | WACV | Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders. | Ari Heljakka, Arno Solin, Juho Kannala |
| 2020 | WACV | Devon: Deformable Volume Network for Learning Optical Flow. | Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr |
| 2020 | WACV | ICface: Interpretable and Controllable Face Reenactment Using GANs. | Soumya Tripathy, Juho Kannala, Esa Rahtu |
| 2020 | WoWMoM | MAMBA: Adaptive and Bi-directional Data Transfer for Reliable Camera-display Communication. | Jacopo Bufalino, Maria L. Montoya Freire, Juho Kannala, Mario Di Francesco |
| 2019 | CCS | Interpolated Adversarial Training: Achieving Robust Neural Networks Without Sacrificing Too Much Accuracy. | Alex Lamb, Vikas Verma, Juho Kannala, Yoshua Bengio |
| 2019 | CoRL | Regularizing Model-Based Planning with Energy-Based Models. | Rinu Boney, Juho Kannala, Alexander Ilin |
| 2019 | FUSION | Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones. | Santiago Corts Reina, Yuxin Hou, Juho Kannala, Arno Solin |
| 2019 | ICCV | Multi-View Stereo by Temporal Nonparametric Fusion. | Yuxin Hou, Juho Kannala, Arno Solin |
| 2019 | IJCAI | Interpolation Consistency Training for Semi-supervised Learning. | Vikas Verma, Alex Lamb, Juho Kannala, Yoshua Bengio, David Lopez-Paz |
| 2019 | IJCNN | Learning Image Relations with Contrast Association Networks. | Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski |
| 2019 | WACV | Semantic Matching by Weakly Supervised 2D Point Set Registration. | Zakaria Laskar, Hamed Rezazadegan Tavakoli, Juho Kannala |
| 2019 | WACV | DGC-Net: Dense Geometric Correspondence Network. | Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala |
| 2019 | WACV | Gyroscope-Aided Motion Deblurring with Deep Networks. | Janne Mustaniemi, Juho Kannala, Simo Srkk, Jiri Matas, Janne Heikkil |
| 2019 | WACV | Digging Deeper Into Egocentric Gaze Prediction. | Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji |
| 2018 | ACCV | Pioneer Networks: Progressively Growing Generative Autoencoder. | Ari Heljakka, Arno Solin, Juho Kannala |
| 2018 | ACCV | Learning Image-to-Image Translation Using Paired and Unpaired Training Samples. | Soumya Tripathy, Juho Kannala, Esa Rahtu |
| 2018 | ACIVS | Recursive Chaining of Reversible Image-to-Image Translators for Face Aging. | Ari Heljakka, Arno Solin, Juho Kannala |
| 2018 | AIST | Learning Representations for Soft Skill Matching. | Luiza Sayfullina, Eric Malmi, Juho Kannala |
| 2018 | ECCV | Semi-supervised Semantic Matching. | Zakaria Laskar, Juho Kannala |
| 2018 | ECCV | Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization. | Xiaotian Li, Juha Ylioinas, Jakob Verbeek, Juho Kannala |
| 2018 | ECCV | Devon: Deformable Volume Network for Learning Optical Flow. | Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr |
| 2018 | ECCV | ADVIO: An Authentic Dataset for Visual-Inertial Odometry. | Santiago Corts Reina, Arno Solin, Esa Rahtu, Juho Kannala |
| 2018 | FUSION | Robust Gyroscope-Aided Camera Self-Calibration. | Santiago Corts Reina, Arno Solin, Juho Kannala |
| 2018 | FUSION | Inertial Odometry on Handheld Smartphones. | Arno Solin, Santiago Corts Reina, Esa Rahtu, Juho Kannala |
| 2018 | ICIP | Bottom-Up Attention Guidance for Recurrent Image Recognition. | Hamed R. Tavakoli, Ali Borji, Rao Muhammad Anwer, Esa Rahtu, Juho Kannala |
| 2018 | ICPR | Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements. | Janne Mustaniemi, Juho Kannala, Simo Srkk, Jiri Matas, Janne Heikkil |
| 2018 | ICPR | Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. | Markus Ylimki, Janne Heikkil, Juho Kannala |
| 2018 | MICCAI | Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. | Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkil, Nasir M. Rajpoot |
| 2018 | WACV | PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation. | Arno Solin, Santiago Corts Reina, Esa Rahtu, Juho Kannala |
| 2017 | ACIVS | Relative Camera Pose Estimation Using Convolutional Neural Networks. | Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu |
| 2017 | IROS | Inertial-based scale estimation for structure from motion on mobile devices. | Janne Mustaniemi, Juho Kannala, Simo Srkk, Jiri Matas, Janne Heikkil |
| 2016 | ACCV | Image Patch Matching Using Convolutional Descriptors with Euclidean Distance. | Iaroslav Melekhov, Juho Kannala, Esa Rahtu |
| 2016 | ICIP | Cell proposal network for microscopy image analysis. | Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkil |
| 2016 | ICIP | Robust loop closures for scene reconstruction by combining odometry and visual correspondences. | Zakaria Laskar, Sami Huttunen, Daniel Herrera C., Esa Rahtu, Juho Kannala |
| 2016 | ICPR | Deep learning for magnification independent breast cancer histopathology image classification. | Neslihan Bayramoglu, Juho Kannala, Janne Heikkil |
| 2016 | ICPR | Siamese network features for image matching. | Iaroslav Melekhov, Juho Kannala, Esa Rahtu |
| 2016 | MICCAI | Cell Segmentation Proposal Network for Microscopy Image Analysis. | Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkil |
| 2016 | WACV | Forget the checkerboard: Practical self-calibration using a planar scene. | Daniel Herrera C., Juho Kannala, Janne Heikkil |
| 2015 | ACIVS | Online Face Recognition System Based on Local Binary Patterns and Facial Landmark Tracking. | Marko Linna, Juho Kannala, Esa Rahtu |
| 2015 | BIBE | Human Epithelial Type 2 cell classification with convolutional neural networks. | Neslihan Bayramoglu, Juho Kannala, Janne Heikkil |
| 2015 | CAIP | Disparity Estimation for Image Fusion in a Multi-aperture Camera. | Janne Mustaniemi, Juho Kannala, Janne Heikkil |
| 2015 | CAIP | Optimizing the Accuracy and Compactness of Multi-view Reconstructions. | Markus Ylimki, Juho Kannala, Janne Heikkil |
| 2015 | CVPR | Unsupervised learning of overcomplete face descriptors. | Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikinen |
| 2015 | ICIP | A novel feature descriptor based on microscopy image statistics. | Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund, Matthias Nees, Janne Heikkil |
| 2015 | IPIN | Adaptive Kalman filtering and smoothing for gravitation tracking in mobile systems. | Simo Srkk, Ville Tolvanen, Juho Kannala, Esa Rahtu |
| 2014 | ACCV | Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach. | Saad Ullah Akram, Juho Kannala, Mika Kaakinen, Lauri Eklund, Janne Heikkil |
| 2014 | CVPR | Generating Object Segmentation Proposals Using Global and Local Search. | Pekka Rantalankila, Juho Kannala, Esa Rahtu |
| 2014 | CVPR | Understanding Objects in Detail with Fine-Grained Attributes. | Andrea Vedaldi, Siddharth Mahendran, Stavros Tsogkas, Subhransu Maji, Ross B. Girshick, Juho Kannala, Esa Rahtu, Iasonas Kokkinos, Matthew B. Blaschko, David J. Weiss, Ben Taskar, Karen Simonyan, Naomi Saphra, Sammy Mohamed |
| 2014 | ICPR | Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach. | Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Malin Akerfelt, Matthias Nees, Juho Kannala, Janne Heikkil |
| 2014 | ICPR | An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition. | Juha Ylioinas, Abdenour Hadid, Juho Kannala, Matti Pietikinen |
| 2014 | WACV | Learning local image descriptors using binary decision trees. | Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikinen |
| 2012 | ICPR | BSIF: Binarized statistical image features. | Juho Kannala, Esa Rahtu |
| 2012 | ICPR | Robust and accurate multi-view reconstruction by prioritized matching. | Markus Ylimki, Juho Kannala, Jukka Holappa, Janne Heikkil, Sami S. Brandt |
| 2011 | CAIP | Accurate and Practical Calibration of a Depth and Color Camera Pair. | Daniel Herrera C., Juho Kannala, Janne Heikkil |
| 2011 | ICCV | Learning a category independent object detection cascade. | Esa Rahtu, Juho Kannala, Matthew B. Blaschko |
| 2010 | ECCV | Segmenting Salient Objects from Images and Videos. | Esa Rahtu, Juho Kannala, Mikko Salo, Janne Heikkil |
| 2010 | ICPR | Quasi-dense Wide Baseline Matching for Three Views. | Pekka Koskenkorva, Juho Kannala, Sami S. Brandt |
| 2009 | ICIAP | Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy. | Esa Rahtu, Jarno Nikkanen, Juho Kannala, Leena Lepist, Janne Heikkil |
| 2008 | CVPR | Object recognition and segmentation by non-rigid quasi-dense matching. | Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkil |
| 2007 | CVPR | Quasi-Dense Wide Baseline Matching Using Match Propagation. | Juho Kannala, Sami S. Brandt |
| 2006 | BMVC | Algorithms for Computing a Planar Homography from Conics in Correspondence. | Juho Kannala, Mikko Salo, Janne Heikkil |
| 2005 | ICIP | Affine registration with multi-scale autoconvolution. | Juho Kannala, Esa Rahtu, Janne Heikkil |
| 2005 | MVA | Measuring the Shape of Sewer Pipes from Video. | Juho Kannala, Sami S. Brandt |
| 2004 | ICPR | A Generic Camera Calibration Method for Fish-Eye Lenses. | Juho Kannala, Sami S. Brandt |