Juho Kannala

According to our database, Juho Kannala authored at least 156 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing.

Matias Turkulainen, Xuqian Ren, Iaroslav Melekhov, Otto Seiskari, Esa Rahtu, Juho Kannala

CoRR, 2024

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

CoRR, 2024

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Optimistic Multi-Agent Policy Gradient for Cooperative Tasks.

Wenshuai Zhao, Yi Zhao, Zhiyuan Li, Juho Kannala, Joni Pajarinen

CoRR, 2023

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

CoRR, 2023

DGC-GNN: Descriptor-free Geometric-Color Graph Neural Network for 2D-3D Matching.

Shuzhe Wang, Juho Kannala, Daniel Barath

CoRR, 2023

HSCNet++: Hierarchical Scene Coordinate Classification and Regression for Visual Localization with Transformer.

Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Yi Zhao, Giorgos Tolias, Juho Kannala

CoRR, 2023

Expansion of Visual Hints for Improved Generalization in Stereo Matching.

Andrea Pilzer, Yuxin Hou, Niki A. Loppi, Arno Solin, Juho Kannala

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

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

Proceedings of the Uncertainty in Artificial Intelligence, 2023

BS3D: Building-Scale 3D Reconstruction from RGB-D Images.

Janne Mustaniemi, Juho Kannala, Esa Rahtu, Li Liu, Janne Heikkilä

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

TBPos: Dataset for Large-Scale Precision Visual Localization.

Masud An Nur Islam Fahim, Ilona Söchting, Luca Ferranti, Juho Kannala, Jani Boutellier

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Simplified Temporal Consistency Reinforcement Learning.

Yi Zhao, Wenshuai Zhao, Rinu Boney, Juho Kannala, Joni Pajarinen

Proceedings of the International Conference on Machine Learning, 2023

Guiding Local Feature Matching with Surface Curvature.

Shuzhe Wang, Juho Kannala, Marc Pollefeys, Daniel Barath

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning to Play Imperfect-Information Games by Imitating an Oracle Planner.

Rinu Boney, Alexander Ilin, Juho Kannala, Jarno Seppänen

IEEE Trans. Games, 2022

Interpolation consistency training for semi-supervised learning.

Vikas Verma, Kenji Kawaguchi, Alex Lamb, Juho Kannala, Arno Solin, Yoshua Bengio, David Lopez-Paz

Neural Networks, 2022

Interpolated Adversarial Training: Achieving robust neural networks without sacrificing too much accuracy.

Alex Lamb, Vikas Verma, Kenji Kawaguchi, Alexander Matyasko, Savya Khosla, Juho Kannala, Yoshua Bengio

Neural Networks, 2022

Automated tip functionalization via machine learning in scanning probe microscopy.

Benjamin Alldritt, Fedor Urtev, Niko Oinonen, Markus Aapro, Juho Kannala, Peter Liljeroth, Adam S. Foster

Comput. Phys. Commun., 2022

MixupE: Understanding and Improving Mixup from Directional Derivative Perspective.

Vikas Verma, Sarthak Mittal, Wai Hoh Tang, Hieu Pham, Juho Kannala, Yoshua Bengio, Arno Solin, Kenji Kawaguchi

CoRR, 2022

SuperFusion: Multilevel LiDAR-Camera Fusion for Long-Range HD Map Generation and Prediction.

Hao Dong, Xianjing Zhang, Xuan Jiang, Jun Zhang, Jintao Xu, Rui Ai, Weihao Gu, Huimin Lu, Juho Kannala, Xieyuanli Chen

CoRR, 2022

Continuous Monte Carlo Graph Search.

Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen

CoRR, 2022

Representational Multiplicity Should Be Exposed, Not Eliminated.

Ari Heljakka, Martin Trapp, Juho Kannala, Arno Solin

CoRR, 2022

Single Source One Shot Reenactment using Weighted Motion from Paired Feature Points.

Soumya Tripathy, Juho Kannala, Esa Rahtu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

HybVIO: Pushing the Limits of Real-time Visual-inertial Odometry.

Otto Seiskari, Pekka Rantalankila, Juho Kannala, Jerry Ylilammi, Esa Rahtu, Arno Solin

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Multiple Offsets Multilateration: A New Paradigm for Sensor Network Calibration with Unsynchronized Reference Nodes.

Luca Ferranti, Kalle Åström, Magnus Oskarsson, Jani Boutellier, Juho Kannala

Proceedings of the IEEE International Conference on Acoustics, 2022

Adaptive Behavior Cloning Regularization for Stable Offline-to-Online Reinforcement Learning.

Yi Zhao, Rinu Boney, Alexander Ilin, Juho Kannala, Joni Pajarinen

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

Uncertainty-Guided Source-Free Domain Adaptation.

Subhankar Roy, Martin Trapp, Andrea Pilzer, Juho Kannala, Nicu Sebe, Elisa Ricci, Arno Solin

Proceedings of the Computer Vision - ECCV 2022, 2022

Visual Localization via Few-Shot Scene Region Classification.

Siyan Dong, Shuzhe Wang, Yixin Zhuang, Juho Kannala, Marc Pollefeys, Baoquan Chen

Proceedings of the International Conference on 3D Vision, 2022

2021

End-to-End Learning of Keypoint Representations for Continuous Control from Images.

Rinu Boney, Alexander Ilin, Juho Kannala

CoRR, 2021

FACEGAN: Facial Attribute Controllable rEenactment GAN.

Soumya Tripathy, Juho Kannala, Esa Rahtu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Novel View Synthesis via Depth-guided Skip Connections.

Yuxin Hou, Arno Solin, Juho Kannala

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Bridging the Gap Between Paired and Unpaired Medical Image Translation.

Pauliina Paavilainen, Saad Ullah Akram, Juho Kannala

Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Continual Learning for Image-Based Camera Localization.

Shuzhe Wang, Zakaria Laskar, Iaroslav Melekhov, Xiaotian Li, Juho Kannala

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Sensor Networks TDOA Self-Calibration: 2D Complexity Analysis and Solutions.

Luca Ferranti, Kalle Åström, Magnus Oskarsson, Jani Boutellier, Juho Kannala

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning to Drive (L2D) as a Low-Cost Benchmark for Real-World Reinforcement Learning.

Ari Viitala, Rinu Boney, Yi Zhao, Alexander Ilin, Juho Kannala

Proceedings of the 20th International Conference on Advanced Robotics, 2021

Homotopy Continuation for Sensor Networks Self-Calibration.

Luca Ferranti, Kalle Åström, Magnus Oskarsson, Jani Boutellier, Juho Kannala

Proceedings of the 29th European Signal Processing Conference, 2021

Interpolation-Based Semi-Supervised Learning for Object Detection.

Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GraphMix: Improved Training of GNNs for Semi-Supervised Learning.

Vikas Verma, Meng Qu, Kenji Kawaguchi, Alex Lamb, Yoshua Bengio, Juho Kannala, Jian Tang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Digging Into Self-Supervised Learning of Feature Descriptors.

Iaroslav Melekhov, Zakaria Laskar, Xiaotian Li, Shuzhe Wang, Juho Kannala

Proceedings of the International Conference on 3D Vision, 2021

2020

RealAnt: An Open-Source Low-Cost Quadruped for Research in Real-World Reinforcement Learning.

Rinu Boney, Jussi Sainio, Mikko Kaivola, Arno Solin, Juho Kannala

CoRR, 2020

Image Stylization for Robust Features.

Iaroslav Melekhov, Gabriel J. Brostow, Juho Kannala, Daniyar Turmukhambetov

CoRR, 2020

Learning to Drive Small Scale Cars from Scratch.

Ari Viitala, Rinu Boney, Juho Kannala

CoRR, 2020

MAMBA: Adaptive and Bi-directional Data Transfer for Reliable Camera-display Communication.

Jacopo Bufalino, Maria L. Montoya Freire, Juho Kannala, Mario Di Francesco

Proceedings of the 21st IEEE International Symposium on "A World of Wireless, 2020

ICface: Interpretable and Controllable Face Reenactment Using GANs.

Soumya Tripathy, Juho Kannala, Esa Rahtu

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Devon: Deformable Volume Network for Learning Optical Flow.

Yao Lu, Jack Valmadre, Heng Wang, Juho Kannala, Mehrtash Harandi, Philip H. S. Torr

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders.

Ari Heljakka, Arno Solin, Juho Kannala

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Deep Automodulators.

Ari Heljakka, Yuxin Hou, Juho Kannala, Arno Solin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Movement-induced Priors for Deep Stereo.

Yuxin Hou, Muhammad Kamran Janjua, Juho Kannala, Arno Solin

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Can You Trust Your Pose? Confidence Estimation in Visual Localization.

Luca Ferranti, Xiaotian Li, Jani Boutellier, Juho Kannala

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Deep Audio-Visual Saliency: Baseline Model and Data.

Hamed Rezazadegan Tavakoli, Ali Borji, Juho Kannala, Esa Rahtu

Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020

Hierarchical Scene Coordinate Classification and Regression for Visual Localization.

Xiaotian Li, Shuzhe Wang, Yi Zhao, Jakob Verbeek, Juho Kannala

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

LSD_2 - Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs.

Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä

Proceedings of the 31st British Machine Vision Conference 2020, 2020

Data-Efficient Ranking Distillation for Image Retrieval.

Zakaria Laskar, Juho Kannala

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

2019

GraphMix: Regularized Training of Graph Neural Networks for Semi-Supervised Learning.

Vikas Verma, Meng Qu, Alex Lamb, Yoshua Bengio, Juho Kannala, Jian Tang

CoRR, 2019

Hierarchical Joint Scene Coordinate Classification and Regression for Visual Localization.

Xiaotian Li, Jakob Verbeek, Juho Kannala

CoRR, 2019

Interpolated Adversarial Training: Achieving Robust Neural Networks without Sacrificing Accuracy.

Alex Lamb, Vikas Verma, Juho Kannala, Yoshua Bengio

CoRR, 2019

DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction.

Hamed R. Tavakoli, Ali Borji, Esa Rahtu, Juho Kannala

CoRR, 2019

Geometric Image Correspondence Verification by Dense Pixel Matching.

Zakaria Laskar, Iaroslav Melekhov, Hamed R. Tavakoli, Juha Ylioinas, Juho Kannala

CoRR, 2019

Digging Deeper Into Egocentric Gaze Prediction.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Gyroscope-Aided Motion Deblurring with Deep Networks.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

DGC-Net: Dense Geometric Correspondence Network.

Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Semantic Matching by Weakly Supervised 2D Point Set Registration.

Zakaria Laskar, Hamed Rezazadegan Tavakoli, Juho Kannala

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

CubiCasa5K: A Dataset and an Improved Multi-task Model for Floorplan Image Analysis.

Ahti Kalervo, Juha Ylioinas, Markus Häikiö, Antti Karhu, Juho Kannala

Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Unstructured Multi-view Depth Estimation Using Mask-Based Multiplane Representation.

Yuxin Hou, Arno Solin, Juho Kannala

Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

Regularizing Trajectory Optimization with Denoising Autoencoders.

Rinu Boney, Norman Di Palo, Mathias Berglund, Alexander Ilin, Juho Kannala, Antti Rasmus, Harri Valpola

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Mask-RCNN and U-Net Ensembled for Nuclei Segmentation.

Aarno Oskar Vuola, Saad Ullah Akram, Juho Kannala

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Learning Image Relations with Contrast Association Networks.

Yao Lu, Zhirong Yang, Juho Kannala, Samuel Kaski

Proceedings of the International Joint Conference on Neural Networks, 2019

Interpolation Consistency Training for Semi-supervised Learning.

Vikas Verma, Alex Lamb, Juho Kannala, Yoshua Bengio, David Lopez-Paz

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multi-View Stereo by Temporal Nonparametric Fusion.

Yuxin Hou, Juho Kannala, Arno Solin

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Iterative Path Reconstruction for Large-Scale Inertial Navigation on Smartphones.

Santiago Cortés Reina, Yuxin Hou, Juho Kannala, Arno Solin

Proceedings of the 22th International Conference on Information Fusion, 2019

Regularizing Model-Based Planning with Energy-Based Models.

Rinu Boney, Juho Kannala, Alexander Ilin

Proceedings of the 3rd Annual Conference on Robot Learning, 2019

Interpolated Adversarial Training: Achieving Robust Neural Networks Without Sacrificing Too Much Accuracy.

Alex Lamb, Vikas Verma, Juho Kannala, Yoshua Bengio

Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, 2019

2018

LSD₂ - Joint Denoising and Deblurring of Short and Long Exposure Images with Convolutional Neural Networks.

Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä

CoRR, 2018

Inertial-aided Motion Deblurring with Deep Networks.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

CoRR, 2018

PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation.

Arno Solin, Santiago Cortés Reina, Esa Rahtu, Juho Kannala

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

Real-time Human Pose Estimation with Convolutional Neural Networks.

Marko Linna, Juho Kannala, Esa Rahtu

Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2018), 2018

Full-Frame Scene Coordinate Regression for Image-Based Localization.

Xiaotian Li, Juha Ylioinas, Juho Kannala

Proceedings of the Robotics: Science and Systems XIV, 2018

Deep Learning based Speed estimation for Constraining Strapdown inertial Navigation on Smartphones.

Santiago Cortés Reina, Arno Solin, Juho Kannala

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection.

Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement.

Markus Ylimäki, Janne Heikkilä, Juho Kannala

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Bottom-Up Attention Guidance for Recurrent Image Recognition.

Hamed R. Tavakoli, Ali Borji, Rao Muhammad Anwer, Esa Rahtu, Juho Kannala

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Inertial Odometry on Handheld Smartphones.

Arno Solin, Santiago Cortés Reina, Esa Rahtu, Juho Kannala

Proceedings of the 21st International Conference on Information Fusion, 2018

Robust Gyroscope-Aided Camera Self-Calibration.

Santiago Cortés Reina, Arno Solin, Juho Kannala

Proceedings of the 21st International Conference on Information Fusion, 2018

ADVIO: An Authentic Dataset for Visual-Inertial Odometry.

Santiago Cortés Reina, Arno Solin, Esa Rahtu, Juho Kannala

Proceedings of the Computer Vision - ECCV 2018, 2018

Scene Coordinate Regression with Angle-Based Reprojection Loss for Camera Relocalization.

Xiaotian Li, Juha Ylioinas, Jakob Verbeek, Juho Kannala

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Semi-supervised Semantic Matching.

Zakaria Laskar, Juho Kannala

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Learning Representations for Soft Skill Matching.

Luiza Sayfullina, Eric Malmi, Juho Kannala

Proceedings of the Analysis of Images, Social Networks and Texts, 2018

Recursive Chaining of Reversible Image-to-Image Translators for Face Aging.

Ari Heljakka, Arno Solin, Juho Kannala

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

Learning Image-to-Image Translation Using Paired and Unpaired Training Samples.

Soumya Tripathy, Juho Kannala, Esa Rahtu

Proceedings of the Computer Vision - ACCV 2018, 2018

Pioneer Networks: Progressively Growing Generative Autoencoder.

Ari Heljakka, Arno Solin, Juho Kannala

Proceedings of the Computer Vision - ACCV 2018, 2018

2017

Relative Camera Pose Estimation Using Convolutional Neural Networks.

Iaroslav Melekhov, Juho Kannala, Esa Rahtu

CoRR, 2017

Cell Tracking via Proposal Generation and Selection.

Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä

CoRR, 2017

Robust and Practical Depth Map Fusion for Time-of-Flight Cameras.

Markus Ylimäki, Juho Kannala, Janne Heikkilä

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Context Aware Query Image Representation for Particular Object Retrieval.

Zakaria Laskar, Juho Kannala

Proceedings of the Image Analysis - 20th Scandinavian Conference, 2017

Inertial-based scale estimation for structure from motion on mobile devices.

Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä

Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Image-Based Localization Using Hourglass Networks.

Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Camera Relocalization by Computing Pairwise Relative Poses Using Convolutional Neural Network.

Zakaria Laskar, Iaroslav Melekhov, Surya Kalia, Juho Kannala

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Relative Camera Pose Estimation Using Convolutional Neural Networks.

Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016

Parallax correction via disparity estimation in a multi-aperture camera.

Janne Mustaniemi, Juho Kannala, Janne Heikkilä

Mach. Vis. Appl., 2016

Real-time Human Pose Estimation from Video with Convolutional Neural Networks.

Marko Linna, Juho Kannala, Esa Rahtu

CoRR, 2016

Forget the checkerboard: Practical self-calibration using a planar scene.

Daniel Herrera C., Juho Kannala, Janne Heikkilä

Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Cell Segmentation Proposal Network for Microscopy Image Analysis.

Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä

Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

Joint cell segmentation and tracking using cell proposals.

Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Siamese network features for image matching.

Iaroslav Melekhov, Juho Kannala, Esa Rahtu

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Deep learning for magnification independent breast cancer histopathology image classification.

Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Robust loop closures for scene reconstruction by combining odometry and visual correspondences.

Zakaria Laskar, Sami Huttunen, Daniel Herrera C., Esa Rahtu, Juho Kannala

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Cell proposal network for microscopy image analysis.

Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Image Patch Matching Using Convolutional Descriptors with Euclidean Distance.

Iaroslav Melekhov, Juho Kannala, Esa Rahtu

Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015

Fast and accurate multi-view reconstruction by multi-stage prioritised matching.

Markus Ylimäki, Juho Kannala, Jukka Holappa, Sami S. Brandt, Janne Heikkilä

IET Comput. Vis., 2015

Face Recognition Using Smoothed High-Dimensional Representation.

Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen

Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

3D Point Representation For Pose Estimation: Accelerated SIFT vs ORB.

K. K. Srikrishna Bhat, Juho Kannala, Janne Heikkilä

Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Adaptive Kalman filtering and smoothing for gravitation tracking in mobile systems.

Simo Särkkä, Ville Tolvanen, Juho Kannala, Esa Rahtu

Proceedings of the 2015 International Conference on Indoor Positioning and Indoor Navigation, 2015

A novel feature descriptor based on microscopy image statistics.

Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund, Matthias Nees, Janne Heikkilä

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Unsupervised learning of overcomplete face descriptors.

Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Optimizing the Accuracy and Compactness of Multi-view Reconstructions.

Markus Ylimäki, Juho Kannala, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2015

Disparity Estimation for Image Fusion in a Multi-aperture Camera.

Janne Mustaniemi, Juho Kannala, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2015

Human Epithelial Type 2 cell classification with convolutional neural networks.

Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä

Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015

Online Face Recognition System Based on Local Binary Patterns and Facial Landmark Tracking.

Marko Linna, Juho Kannala, Esa Rahtu

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015

2014

Learning local image descriptors using binary decision trees.

Juha Ylioinas, Juho Kannala, Abdenour Hadid, Matti Pietikäinen

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014

An In-depth Examination of Local Binary Descriptors in Unconstrained Face Recognition.

Juha Ylioinas, Abdenour Hadid, Juho Kannala, Matti Pietikäinen

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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 Heikkilä

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

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

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Generating Object Segmentation Proposals Using Global and Local Search.

Pekka Rantalankila, Juho Kannala, Esa Rahtu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach.

Saad Ullah Akram, Juho Kannala, Mika Kaakinen, Lauri Eklund, Janne Heikkilä

Proceedings of the Computer Vision - ACCV 2014, 2014

DT-SLAM: Deferred Triangulation for Robust SLAM.

Daniel Herrera C., Kihwan Kim, Juho Kannala, Kari Pulli, Janne Heikkilä

Proceedings of the 2nd International Conference on 3D Vision, 2014

2013

Fine-Grained Visual Classification of Aircraft.

Subhransu Maji, Esa Rahtu, Juho Kannala, Matthew B. Blaschko, Andrea Vedaldi

CoRR, 2013

Merging Overlapping Depth Maps into a Nonredundant Point Cloud.

Tomi Kyöstilä, Daniel Herrera C., Juho Kannala, Janne Heikkilä

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Depth Map Inpainting under a Second-Order Smoothness Prior.

Daniel Herrera C., Juho Kannala, Lubor Ladicky, Janne Heikkilä

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

Non Maximal Suppression in Cascaded Ranking Models.

Matthew B. Blaschko, Juho Kannala, Esa Rahtu

Proceedings of the Image Analysis, 18th Scandinavian Conference, 2013

A Learned Joint Depth and Intensity Prior Using Markov Random Fields.

Daniel Herrera C., Juho Kannala, Peter F. Sturm, Janne Heikkilä

Proceedings of the 2013 International Conference on 3D Vision, 2013

2012

Joint Depth and Color Camera Calibration with Distortion Correction.

Daniel Herrera C., Juho Kannala, Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robust and accurate multi-view reconstruction by prioritized matching.

Markus Ylimäki, Juho Kannala, Jukka Holappa, Janne Heikkilä, Sami S. Brandt

Proceedings of the 21st International Conference on Pattern Recognition, 2012

BSIF: Binarized statistical image features.

Juho Kannala, Esa Rahtu

Proceedings of the 21st International Conference on Pattern Recognition, 2012

A general model and calibration method for spherical stereoscopic vision.

Weijia Feng, Juha Röning, Juho Kannala, Xiaoning Zong, Baofeng Zhang

Proceedings of the Intelligent Robots and Computer Vision XXIX: Algorithms and Techniques, 2012

2011

Multi-view Alpha Matte for Free Viewpoint Rendering.

Daniel Herrera C., Juho Kannala, Janne Heikkilä

Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2011

Learning a category independent object detection cascade.

Esa Rahtu, Juho Kannala, Matthew B. Blaschko

Proceedings of the IEEE International Conference on Computer Vision, 2011

Accurate and Practical Calibration of a Depth and Color Camera Pair.

Daniel Herrera C., Juho Kannala, Janne Heikkilä

Proceedings of the Computer Analysis of Images and Patterns, 2011

2010

Models and methods for geometric computer vision.

Juho Kannala

PhD thesis, 2010

Quasi-dense Wide Baseline Matching for Three Views.

Pekka Koskenkorva, Juho Kannala, Sami S. Brandt

Proceedings of the 20th International Conference on Pattern Recognition, 2010

Segmenting Salient Objects from Images and Videos.

Esa Rahtu, Juho Kannala, Mikko Salo, Janne Heikkilä

Proceedings of the Computer Vision - ECCV 2010, 2010

2009

Dense and Deformable Motion Segmentation for Wide Baseline Images.

Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä

Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009

Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy.

Esa Rahtu, Jarno Nikkanen, Juho Kannala, Leena Lepistö, Janne Heikkilä

Proceedings of the Image Analysis and Processing, 2009

Uncalibrated non-rigid factorisation with automatic shape basis selection.

Sami S. Brandt, Pekka Koskenkorva, Juho Kannala, Anders Heyden

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008

Geometric Camera Calibration.

Juho Kannala, Janne Heikkilä, Sami S. Brandt

Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Measuring and modelling sewer pipes from video.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Mach. Vis. Appl., 2008

Self-calibration of Central Cameras from Point Correspondences by Minimizing Angular Error.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Self-Calibration of Central Cameras by Minimizing Angular Error.

Juho Kannala, Sami S. Brandt, Janne Heikkilä

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

Object recognition and segmentation by non-rigid quasi-dense matching.

Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Quasi-Dense Wide Baseline Matching Using Match Propagation.

Juho Kannala, Sami S. Brandt

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

A Generic Camera Model and Calibration Method for Conventional, Wide-Angle, and Fish-Eye Lenses.

Juho Kannala, Sami S. Brandt

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Object Localization by Subspace Clustering of Local Descriptors.

Charles Bouveyron, Juho Kannala, Cordelia Schmid, Stéphane Girard

Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Algorithms for Computing a Planar Homography from Conics in Correspondence.

Juho Kannala, Mikko Salo, Janne Heikkilä

Proceedings of the British Machine Vision Conference 2006, 2006

2005

A New Method for Affine Registration of Images and Point Sets.

Juho Kannala, Esa Rahtu, Janne Heikkilä, Mikko Salo

Proceedings of the Image Analysis, 14th Scandinavian Conference, 2005

Measuring the Shape of Sewer Pipes from Video.

Juho Kannala, Sami S. Brandt

Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2005), 2005

Affine registration with multi-scale autoconvolution.

Juho Kannala, Esa Rahtu, Janne Heikkilä

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

A Generic Camera Calibration Method for Fish-Eye Lenses.

Juho Kannala, Sami S. Brandt

Proceedings of the 17th International Conference on Pattern Recognition, 2004