Janne Heikkilä

According to our database, Janne Heikkilä authored at least 193 papers between 1996 and 2024.

Collaborative distances:

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

2024

Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis.

Phong Nguyen, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

GS-Pose: Cascaded Framework for Generalizable Segmentation-based 6D Object Pose Estimation.

Dingding Cai, Janne Heikkilä, Esa Rahtu

CoRR, 2024

2023

Unbiased Scene Graph Generation via Two-Stage Causal Modeling.

Shuzhou Sun, Shuaifeng Zhi, Qing Liao, Janne Heikkilä, Li Liu

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

A Novel Application of Polynomial Solvers in mmWave Analog Radio Beamforming.

Snehal Bhayani, Praneeth Susarla, S. S. Krishna Chaitanya Bulusu, Olli Silvén, Markku J. Juntti, Janne Heikkilä

ACM Commun. Comput. Algebra, September, 2023

DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding.

Uy Dieu Tran, Minh Luu, Phong Nguyen, Janne Heikkilä, Khoi Nguyen, Binh-Son Hua

CoRR, 2023

Unbiased Scene Graph Generation via Two-stage Causal Modeling.

Shuzhou Sun, Shuaifeng Zhi, Qing Liao, Janne Heikkilä, Li Liu

CoRR, 2023

Sparse resultant based minimal solvers in computer vision and their connection with the action matrix.

Snehal Bhayani, Janne Heikkilä, Zuzana Kukelova

CoRR, 2023

Partially calibrated semi-generalized pose from hybrid point correspondences.

Snehal Bhayani, Torsten Sattler, Viktor Larsson, Janne Heikkilä, Zuzana Kukelova

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

MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation.

Dingding Cai, Janne Heikkilä, Esa Rahtu

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

Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation.

Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Li Liu

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Hybrid Intelligence - Human-AI Co-Evolution and Learning in Multirealities (HI).

Sanna Järvelä, Guoying Zhao, Janne Heikkilä, Hanna Järvenoja, Kristina Mikkonen, Satu Kaleva

Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023

Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation.

Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations.

Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä

J. Math. Imaging Vis., 2022

HRF-Net: Holistic Radiance Fields from Sparse Inputs.

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä

CoRR, 2022

Fast Neural Architecture Search for Lightweight Dense Prediction Networks.

Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä

CoRR, 2022

Lightweight Monocular Depth with a Novel Neural Architecture Search Method.

Lam Huynh, Phong Nguyen, Jirí Matas, Esa Rahtu, Janne Heikkilä

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

Seeking Attention: Using Full Context Transformers for Better Disparity Estimation.

Nadir Bengana, Janne Mustaniemi, Janne Heikkilä

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Free-Viewpoint RGB-D Human Performance Capture and Rendering.

Phong Nguyen-Ha, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkilä, Tony Tung

Proceedings of the Computer Vision - ECCV 2022, 2022

AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval.

Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Tetsuya Sakai

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Optimal Correction Cost for Object Detection Evaluation.

Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation.

Dingding Cai, Janne Heikkilä, Esa Rahtu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

PatchFlow: A Two-Stage Patch-Based Approach for Lightweight Optical Flow Estimation.

Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkilä

Proceedings of the Computer Vision - ACCV 2022, 2022

SC6D: Symmetry-agnostic and Correspondence-free 6D Object Pose Estimation.

Dingding Cai, Janne Heikkilä, Esa Rahtu

Proceedings of the International Conference on 3D Vision, 2022

2021

Improving Land Cover Segmentation Across Satellites Using Domain Adaptation.

Nadir Bengana, Janne Heikkilä

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Human View Synthesis using a Single Sparse RGB-D Input.

Phong Nguyen, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkilä, Tony Tung

CoRR, 2021

Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion.

Lam Huynh, Phong Nguyen, Jirí Matas, Esa Rahtu, Janne Heikkilä

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

Calibrated and Partially Calibrated Semi-Generalized Homographies.

Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkilä, Zuzana Kukelova

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

RGBD-Net: Predicting Color and Depth Images for Novel Views Synthesis.

Phong Nguyen, Animesh Karnewar, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä

Proceedings of the International Conference on 3D Vision, 2021

Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss.

Lam Huynh, Matteo Pedone, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkilä

Proceedings of the International Conference on 3D Vision, 2021

2020

Learning non-rigid surface reconstruction from spatio-temporal image patches.

Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä

CoRR, 2020

Sequential Neural Rendering with Transformer.

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä

CoRR, 2020

Learning non-rigid surface reconstruction from spatia-temporal image patches.

Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä

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

Computing stable resultant-based minimal solvers by hiding a variable.

Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä

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

Guiding Monocular Depth Estimation Using Depth-Attention Volume.

Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkilä

Proceedings of the Computer Vision - ECCV 2020, 2020

A Sparse Resultant Based Method for Efficient Minimal Solvers.

Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä

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

Uncovering Hidden Challenges in Query-Based Video Moment Retrieval.

Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä

Proceedings of the 31st British Machine Vision Conference 2020, 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

Sequential View Synthesis with Transformer.

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä

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

2019

Dynamic Texture Classification Using Unsupervised 3D Filter Learning and Local Binary Encoding.

Xiaochao Zhao, Yaping Lin, Li Liu, Janne Heikkilä, Wenming Zheng

IEEE Trans. Multim., 2019

3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain.

Zalan Rajna, Lauri Raitamaa, Timo Tuovinen, Janne Heikkilä, Vesa Kiviniemi, Tapio Seppänen

IEEE Trans. Medical Imaging, 2019

A Star Sensor On-Orbit Calibration Method Based on Singular Value Decomposition.

Liang Wu, Qian Xu, Janne Heikkilä, Zijun Zhao, Liwei Liu, Yali Niu

Sensors, 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

An Efficient Solution for Semantic Segmentation: ShuffleNet V2 with Atrous Separable Convolutions.

Sercan Türkmen, Janne Heikkilä

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

Predicting Novel Views Using Generative Adversarial Query Network.

Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä

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

Rethinking the Evaluation of Video Summaries.

Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Dynamic Texture Recognition Using Volume Local Binary Count Patterns With an Application to 2D Face Spoofing Detection.

Xiaochao Zhao, Yaping Lin, Janne Heikkilä

IEEE Trans. Multim., 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

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

2017

Media computing and applications for immersive communications: recent advances.

Lei Xie, Janne Heikkilä, Bo Li

J. Ambient Intell. Humaniz. Comput., 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

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

Dynamic texture recognition using multiscale PCA-learned filters.

Xiaochao Zhao, Yaping Lin, Janne Heikkilä

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks.

Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Janne Heikkilä

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

Using Sparse Elimination for Solving Minimal Problems in Computer Vision.

Janne Heikkilä

Proceedings of the IEEE International Conference on Computer Vision, 2017

2016

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

Janne Mustaniemi, Juho Kannala, Janne Heikkilä

Mach. Vis. Appl., 2016

Guest Editorial: Immersive Audio/Visual Systems.

Lei Xie, Longbiao Wang, Janne Heikkilä, Peng Zhang

Multim. Tools Appl., 2016

MORE - a multimodal observation and analysis system for social interaction research.

Anja Keskinarkaus, Sami Huttunen, Antti Siipo, Jukka Holappa, Magda Laszlo, Ilkka Juuso, Eero Väyrynen, Janne Heikkilä, Matti Lehtihalmes, Tapio Seppänen, Seppo J. Laukka

Multim. Tools Appl., 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

Geometry based exhaustive line correspondence determination.

K. K. Srikrishna Bhat, Utpala Musti, Janne Heikkilä

Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 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

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

Learning Joint Representations of Videos and Sentences with Web Image Search.

Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Transfer Learning for Cell Nuclei Classification in Histopathology Images.

Neslihan Bayramoglu, Janne Heikkilä

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Video Summarization Using Deep Semantic Features.

Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Registration of Images With N-Fold Dihedral Blur.

Matteo Pedone, Jan Flusser, Janne Heikkilä

IEEE Trans. Image Process., 2015

Quaternion Wiener Deconvolution for Noise Robust Color Image Registration.

Matteo Pedone, Eduardo Bayro-Corrochano, Jan Flusser, Janne Heikkilä

IEEE Signal Process. Lett., 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

Zoom factor compensation for monocular SLAM.

Takafumi Taketomi, Janne Heikkilä

Proceedings of the 2015 IEEE Virtual Reality, 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

Focal length change compensation for monocular slam.

Takafumi Taketomi, Janne Heikkilä

Proceedings of the 2015 IEEE International Conference on Image Processing, 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

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

2014

Emotional Valence Recognition, Analysis of Salience and Eye Movements.

Hamed Rezazadegan Tavakoli, Victoria Yanulevskaya, Esa Rahtu, Janne Heikkilä, Nicu Sebe

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

Analysis of Sampling Techniques for Learning Binarized Statistical Image Features Using Fixations and Salience.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Proceedings of the Computer Vision - ECCV 2014 Workshops, 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

Line Matching and Pose Estimation for Unconstrained Model-to-Image Alignment.

K. K. Srikrishna Bhat, Janne Heikkilä

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

2013

Local Phase Quantization for Blur Insensitive Texture Description.

Janne Heikkilä, Esa Rahtu, Ville Ojansivu

Proceedings of the Local Binary Patterns: New Variants and Applications, 2013

Blur Invariant Translational Image Registration for N -fold Symmetric Blurs.

Matteo Pedone, Jan Flusser, Janne Heikkilä

IEEE Trans. Image Process., 2013

Stochastic bottom-up fixation prediction and saccade generation.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Image Vis. Comput., 2013

Sparse Motion Segmentation using Propagation of Feature Labels.

Pekka Sangi, Jari Hannuksela, Janne Heikkilä, Olli Silvén

Proceedings of the VISAPP 2013, 2013

Saliency Detection Using Joint Temporal and Spatial Decorrelation.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Proceedings of the Image Analysis, 18th Scandinavian Conference, 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

Gesture interaction for wall-sized touchscreen display.

Yan Zhai, Guoying Zhao, Toni Alatalo, Janne Heikkilä, Timo Ojala, Xinyuan Huang

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

Spherical Center-Surround for Video Saliency Detection Using Sparse Sampling.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 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

Local phase quantization for blur-insensitive image analysis.

Esa Rahtu, Janne Heikkilä, Ville Ojansivu, Timo Ahonen

Image Vis. Comput., 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

Local phase quantization descriptors for blur robust and illumination invariant recognition of color textures.

Matteo Pedone, Janne Heikkilä

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

Combining Textural and Geometrical Descriptors for Scene Recognition.

Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Temporal Saliency for Fast Motion Detection.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Proceedings of the Computer Vision - ACCV 2012 Workshops, 2012

2011

Fast and Efficient Saliency Detection Using Sparse Sampling and Kernel Density Estimation.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Volume Local Phase Quantization for Blur-Insensitive Dynamic Texture Classification.

Juhani Päivärinta, Esa Rahtu, Janne Heikkilä

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Degradation Based Blind Image Quality Evaluation.

Ville Ojansivu, Leena Lepistö, Martti Ilmoniemi, Janne Heikkilä

Proceedings of the Image Analysis - 17th Scandinavian Conference, 2011

Real-Time Detection of Landscape Scenes.

Sami Huttunen, Esa Rahtu, Iivari Kunttu, Juuso Grén, Janne Heikkilä

Proceedings of the Image Analysis - 17th Scandinavian Conference, 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

Robust airlight estimation for haze removal from a single image.

Matteo Pedone, Janne Heikkilä

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

Local Harmonic Motion Monitoring of Focused Ultrasound Surgery - A Simulation Model.

Janne Heikkilä, Laura Curiel, Kullervo Hynynen

IEEE Trans. Biomed. Eng., 2010

Evaluation of Denoising Methods with Raw Images and Perceptual Measures.

Matteo Pedone, Janne Heikkilä, Jarno Nikkanen, Leena Lepistö, Timo Kaikumaa

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Multi-object Tracking based on Soft Assignment of Detection Responses.

Sami Huttunen, Janne Heikkilä

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

The Structural Form in Image Categorization.

Juha Hanni, Esa Rahtu, Janne Heikkilä

Proceedings of the VISAPP 2010 - Proceedings of the Fifth International Conference on Computer Vision Theory and Applications, Angers, France, May 17-21, 2010, 2010

Compressing Sparse Feature Vectors Using Random Ortho-Projections.

Esa Rahtu, Mikko Salo, Janne Heikkilä

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

A Human Detection Framework for Heavy Machinery.

Teuvo Antero Heimonen, Janne Heikkilä

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

Improved Blur Insensitivity for Decorrelated Local Phase Quantization.

Janne Heikkilä, Ville Ojansivu, Esa Rahtu

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

Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection.

Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkilä, Wen Gao, Matti Pietikäinen

Proceedings of the Computer Vision, 2010

Isotropic Granularity-tunable gradients partition (IGGP) descriptors for human detection.

Yazhou Liu, Janne Heikkilä

Proceedings of the British Machine Vision Conference, 2010

2009

Weighted DFT Based Blur Invariants for Pattern Recognition.

Ville Ojansivu, Janne Heikkilä

Proceedings of the Image Analysis, 16th Scandinavian Conference, 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

A Simple and efficient saliency detector for background subtraction.

Esa Rahtu, Janne Heikkilä

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

Constrain Propagation for Ghost Removal in High Dynamic Range Images.

Matteo Pedone, 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

A Feature Guided Particle Filter for Robust Handtracking.

Matti-Antero Okkonen, Janne Heikkilä, Matti Pietikäinen

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

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

Adaptive Motion-Based Gesture Recognition Interface for Mobile Phones.

Jari Hannuksela, Mark Barnard, Pekka Sangi, Janne Heikkilä

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Rotation invariant local phase quantization for blur insensitive texture analysis.

Ville Ojansivu, Esa Rahtu, Janne Heikkilä

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Recognition of blurred faces using Local Phase Quantization.

Timo Ahonen, Esa Rahtu, Ville Ojansivu, Janne Heikkilä

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Body part segmentation of noisy human silhouette images.

Mark Barnard, Matti Matilainen, Janne Heikkilä

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Blur Insensitive Texture Classification Using Local Phase Quantization.

Ville Ojansivu, Janne Heikkilä

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Face Tracking for Spatially Aware Mobile User Interfaces.

Jari Hannuksela, Pekka Sangi, Markus Turtinen, Janne Heikkilä

Proceedings of the Image and Signal Processing - 3rd International Conference, 2008

Multi-object tracking using binary masks.

Sami Huttunen, Janne Heikkilä

Proceedings of the International Conference on Image Processing, 2008

A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum.

Ville Ojansivu, Janne Heikkilä

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

Scallop : An open peer-to-peer framework for distributed sensor networks.

Pekka Saastamoinen, Sami Huttunen, Valtteri Takala, Marko Heikkilä, Janne Heikkilä

Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 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

Blur and Contrast Invariant Fast Stereo Matching.

Matteo Pedone, Janne Heikkilä

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

On Bin Configuration of Shape Context Descriptors in Human Silhouette Classification.

Mark Barnard, Janne Heikkilä

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2008

2007

Image Registration Using Blur-Invariant Phase Correlation.

Ville Ojansivu, Janne Heikkilä

IEEE Signal Process. Lett., 2007

Vision-based motion estimation for interaction with mobile devices.

Jari Hannuksela, Pekka Sangi, Janne Heikkilä

Comput. Vis. Image Underst., 2007

Nonlinear Functionals in the Construction of Multiscale Affine Invariants.

Esa Rahtu, Mikko Salo, Janne Heikkilä

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A Visual System for Hand Gesture Recognition in Human-Computer Interaction.

Matti-Antero Okkonen, Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Object Recognition Using Frequency Domain Blur Invariant Features.

Ville Ojansivu, Janne Heikkilä

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

Monocular Point Based Pose Estimation of Artificial Markers by Using Evolutionary Computing.

Teuvo Antero Heimonen, Janne Heikkilä

Proceedings of the Image Analysis, 15th Scandinavian Conference, 2007

A Method for Blur and Similarity Transform Invariant Object Recognition.

Ville Ojansivu, Janne Heikkilä

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Document Image Mosaicing with Mobile Phones.

Jari Hannuksela, Pekka Sangi, Janne Heikkilä, Xu Liu, David S. Doermann

Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

A New Rotation Search for Dependent Rate-Distortion Optimization in Video Coding.

Tuukka Toivonen, Loren Merritt, Ville Ojansivu, Janne Heikkilä

Proceedings of the IEEE International Conference on Acoustics, 2007

Global motion estimation using block matching with uncertainty analysis.

Pekka Sangi, Jari Hannuksela, Janne Heikkilä

Proceedings of the 15th European Signal Processing Conference, 2007

Blur invariant registration of rotated, scaled and shifted images.

Ville Ojansivu, Janne Heikkilä

Proceedings of the 15th European Signal Processing Conference, 2007

2006

Video filtering with Fermat number theoretic transforms using residue number system.

Tuukka Toivonen, Janne Heikkilä

IEEE Trans. Circuits Syst. Video Technol., 2006

A New Convexity Measure Based on a Probabilistic Interpretation of Images.

Esa Rahtu, Mikko Salo, Janne Heikkilä

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

Generalized affine moment invariants for object recogntion.

Esa Rahtu, Mikko Salo, Janne Heikkilä, Jan Flusser

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Motion-Based Handwriting Recognition for Mobile Interaction.

Jari Hannuksela, Pekka Sangi, Janne Heikkilä

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Improved Unsymmetric-Cross Multi-Hexagon-Grid Search Algorithm for Fast Block Motion Estimation.

Tuukka Toivonen, Janne Heikkilä

Proceedings of the International Conference on Image Processing, 2006

Multiscale Autoconvolution Histograms for Affine Invariant Pattern Recognition.

Esa Rahtu, Mikko Salo, Janne Heikkilä

Proceedings of the British Machine Vision Conference 2006, 2006

A New Affine Invariant Image Transform Based on Ridgelets.

Esa Rahtu, Janne Heikkilä, Mikko Salo

Proceedings of the British Machine Vision Conference 2006, 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

An Active Head Tracking System for Distance Education and Videoconferencing Applications.

Sami Huttunen, Janne Heikkilä

Proceedings of the Advanced Video and Signal Based Surveillance, 2006

Motion Blur Concealment of Digital Video Using Invariant Features.

Ville Ojansivu, Janne Heikkilä

Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006

2005

Affine Invariant Pattern Recognition Using Multiscale Autoconvolution.

Esa Rahtu, Mikko Salo, Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., 2005

Reduced Frame Quantization in Video Coding.

Tuukka Toivonen, Janne Heikkilä

Proceedings of the Visual Content Processing and Representation, 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

Human Activity Recognition Using Sequences of Postures.

Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä

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

A likelihood function for block-based motion analysis.

Pekka Sangi, Janne Heikkilä, Olli Silvén

Proceedings of the 2005 International Conference on Image Processing, 2005

Affine registration with multi-scale autoconvolution.

Juho Kannala, Esa Rahtu, Janne Heikkilä

Proceedings of the 2005 International Conference on Image Processing, 2005

A New Efficient Method for Producing Global Affine Invariants.

Esa Rahtu, Mikko Salo, Janne Heikkilä

Proceedings of the Image Analysis and Processing, 2005

A Vision-Based Approach for Controlling User Interfaces of Mobile Devices.

Jari Hannuksela, Pekka Sangi, Janne Heikkilä

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2005

2004

A new class of shift-invariant operators.

Janne Heikkilä

IEEE Signal Process. Lett., 2004

Pattern matching with affine moment descriptors.

Janne Heikkilä

Pattern Recognit., 2004

A real-time system for monitoring of cyclists and pedestrians.

Janne Heikkilä, Olli Silvén

Image Vis. Comput., 2004

Motion Analysis Using Frame Differences with Spatial Gradient Measures.

Pekka Sangi, Janne Heikkilä, Olli Silvén

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

Convexity Recognition Using Multi-Scale Autoconvolution.

Esa Rahtu, Mikko Salo, Janne Heikkilä

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

Object Classification with Multi-Scale Autoconvolution.

Esa Rahtu, Janne Heikkilä

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

Fast full search block motion estimation for H.264/AVC with multilevel successive elimination algorithm.

Tuukka Toivonen, Janne Heikkilä

Proceedings of the 2004 International Conference on Image Processing, 2004

Image scale and rotation from the phase-only bispectrum.

Janne Heikkilä

Proceedings of the 2004 International Conference on Image Processing, 2004

Selection of the Lagrange multiplier for block-based motion estimation criteria.

Pekka Sangi, Janne Heikkilä, Olli Silvén

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

A Texture-based Method for Detecting Moving Objects.

Marko Heikkilä, Matti Pietikäinen, Janne Heikkilä

Proceedings of the British Machine Vision Conference, 2004

2003

Efficient Method for Half-Pixel Block Motion Estimation Using Block Differentials.

Tuukka Toivonen, Janne Heikkilä

Proceedings of the Visual Content Processing and Representation, 2003

A new rate-minimizing matching criterion and a fast algorithm for block motion estimation.

Tuukka Toivonen, Janne Heikkilä

Proceedings of the 2003 International Conference on Image Processing, 2003

A statistical method for object alignment under affine transformation.

Janne Heikkilä

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

2002

Multi-Scale Autoconvolution for Affine Invariant Pattern Recognition.

Janne Heikkilä

Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000

Geometric Camera Calibration Using Circular Control Points.

Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., 2000

Intensity Independent Color Models and Visual Tracking.

Mika Korhonen, Janne Heikkilä, Olli Silvén

Proceedings of the 15th International Conference on Pattern Recognition, 2000

Camera Motion Estimation from Non-Stationary Scenes Using EM-Based Motion Segmentation.

Janne Heikkilä, Pekka Sangi, Olli Silvén

Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998

Linear motion estimation for image sequence based accurate 3-D measurements.

Janne Heikkilä, Olli Silvén

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Moment and curvature preserving technique for accurate ellipse boundary detection.

Janne Heikkilä

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

1997

A Four-step Camera Calibration Procedure with Implicit Image Correction.

Janne Heikkilä, Olli Silvén

Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996

accurate 3-D Measurement Using a Single Video Camera.

Janne Heikkilä, Olli Silvén

Int. J. Pattern Recognit. Artif. Intell., 1996

Calibration procedure for short focal length off-the-shelf CCD cameras.

Janne Heikkilä, Olli Silvén

Proceedings of the 13th International Conference on Pattern Recognition, 1996