| 2025 | CAIP | Synthesizing Images with Different Exposure Settings for Low-Light Image Enhancement. | Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkil |
| 2025 | CAIP | FaDeN: Fast Depth-Supervised NeRFs with RGB-D Cameras. | Janne Mustaniemi, Li Liu, Janne Heikkil |
| 2025 | WACV | A Conic Transformation Approach for Solving the Perspective-Three-Point Problem. | Haidong Wu, Snehal Bhayani, Janne Heikkil |
| 2024 | ICASSP | A Ray Launching Approach for Computing Exact Paths with Point Clouds. | Niklas Vaara, Pekka Sangi, Miguel Bordallo Lpez, Janne Heikkil |
| 2023 | CVPR | Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation. | Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkil, Shin'ichi Satoh |
| 2023 | ICLR | Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation. | Shuzhou Sun, Shuaifeng Zhi, Janne Heikkil, Li Liu |
| 2023 | WACV | Partially calibrated semi-generalized pose from hybrid point correspondences. | Snehal Bhayani, Torsten Sattler, Viktor Larsson, Janne Heikkil, Zuzana Kukelova |
| 2022 | ACCV | PatchFlow: A Two-Stage Patch-Based Approach for Lightweight Optical Flow Estimation. | Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkil |
| 2022 | CVPR | OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation. | Dingding Cai, Janne Heikkil, Esa Rahtu |
| 2022 | CVPR | Optimal Correction Cost for Object Detection Evaluation. | Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkil, Shin'ichi Satoh |
| 2022 | CVPR | AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval. | Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkil, Tetsuya Sakai |
| 2022 | ECCV | Free-Viewpoint RGB-D Human Performance Capture and Rendering. | Phong Nguyen-Ha, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkil, Tony Tung |
| 2022 | WACV | Lightweight Monocular Depth with a Novel Neural Architecture Search Method. | Lam Huynh, Phong Nguyen, Jir Matas, Esa Rahtu, Janne Heikkil |
| 2021 | ICCV | Calibrated and Partially Calibrated Semi-Generalized Homographies. | Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkil, Zuzana Kukelova |
| 2021 | ICCV | Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion. | Lam Huynh, Phong Nguyen, Jir Matas, Esa Rahtu, Janne Heikkil |
| 2020 | ACCV | Sequential View Synthesis with Transformer. | Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkil |
| 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 | BMVC | Uncovering Hidden Challenges in Query-Based Video Moment Retrieval. | Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkil |
| 2020 | CVPR | A Sparse Resultant Based Method for Efficient Minimal Solvers. | Snehal Bhayani, Zuzana Kukelova, Janne Heikkil |
| 2020 | ECCV | Guiding Monocular Depth Estimation Using Depth-Attention Volume. | Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkil |
| 2020 | ICPR | Computing stable resultant-based minimal solvers by hiding a variable. | Snehal Bhayani, Zuzana Kukelova, Janne Heikkil |
| 2020 | ICPR | Learning non-rigid surface reconstruction from spatia-temporal image patches. | Matteo Pedone, Abdelrahman Mostafa, Janne Heikkil |
| 2019 | CVPR | Rethinking the Evaluation of Video Summaries. | Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkil |
| 2019 | WACV | Gyroscope-Aided Motion Deblurring with Deep Networks. | Janne Mustaniemi, Juho Kannala, Simo Srkk, Jiri Matas, Janne Heikkil |
| 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 |
| 2017 | ICCV | Using Sparse Elimination for Solving Minimal Problems in Computer Vision. | Janne Heikkil |
| 2017 | ICIP | Dynamic texture recognition using multiscale PCA-learned filters. | Xiaochao Zhao, Yaping Lin, Janne Heikkil |
| 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 | Video Summarization Using Deep Semantic Features. | Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkil, Naokazu Yokoya |
| 2016 | ECCV | Transfer Learning for Cell Nuclei Classification in Histopathology Images. | Neslihan Bayramoglu, Janne Heikkil |
| 2016 | ECCV | Learning Joint Representations of Videos and Sentences with Web Image Search. | Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkil, Naokazu Yokoya |
| 2016 | ICIP | Cell proposal network for microscopy image analysis. | Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkil |
| 2016 | ICPR | Deep learning for magnification independent breast cancer histopathology image classification. | Neslihan Bayramoglu, Juho Kannala, Janne Heikkil |
| 2016 | ICRA | Geometry based exhaustive line correspondence determination. | K. K. Srikrishna Bhat, Utpala Musti, Janne Heikkil |
| 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 | 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 | 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 | ICIP | Focal length change compensation for monocular slam. | Takafumi Taketomi, Janne Heikkil |
| 2015 | VR | Zoom factor compensation for monocular SLAM. | Takafumi Taketomi, Janne Heikkil |
| 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 | ECCV | Analysis of Sampling Techniques for Learning Binarized Statistical Image Features Using Fixations and Salience. | Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkil |
| 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 | Emotional Valence Recognition, Analysis of Salience and Eye Movements. | Hamed Rezazadegan Tavakoli, Victoria Yanulevskaya, Esa Rahtu, Janne Heikkil, Nicu Sebe |
| 2013 | ACIVS | Spherical Center-Surround for Video Saliency Detection Using Sparse Sampling. | Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkil |
| 2012 | ACCV | Temporal Saliency for Fast Motion Detection. | Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkil |
| 2012 | ECCV | Combining Textural and Geometrical Descriptors for Scene Recognition. | Neslihan Bayramoglu, Janne Heikkil, Matti Pietikinen |
| 2012 | ICPR | Local phase quantization descriptors for blur robust and illumination invariant recognition of color textures. | Matteo Pedone, Janne Heikkil |
| 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 | CVPR | Robust airlight estimation for haze removal from a single image. | Matteo Pedone, Janne Heikkil |
| 2010 | BMVC | Isotropic Granularity-tunable gradients partition (IGGP) descriptors for human detection. | Yazhou Liu, Janne Heikkil |
| 2010 | ECCV | Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection. | Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkil, Wen Gao, Matti Pietikinen |
| 2010 | ECCV | Segmenting Salient Objects from Images and Videos. | Esa Rahtu, Juho Kannala, Mikko Salo, Janne Heikkil |
| 2010 | ICPR | Improved Blur Insensitivity for Decorrelated Local Phase Quantization. | Janne Heikkil, Ville Ojansivu, Esa Rahtu |
| 2010 | ICPR | A Human Detection Framework for Heavy Machinery. | Teuvo Antero Heimonen, Janne Heikkil |
| 2010 | ICPR | Compressing Sparse Feature Vectors Using Random Ortho-Projections. | Esa Rahtu, Mikko Salo, Janne Heikkil |
| 2009 | ICIAP | Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy. | Esa Rahtu, Jarno Nikkanen, Juho Kannala, Leena Lepist, Janne Heikkil |
| 2008 | ACIVS | On Bin Configuration of Shape Context Descriptors in Human Silhouette Classification. | Mark Barnard, Janne Heikkil |
| 2008 | ACIVS | Blur and Contrast Invariant Fast Stereo Matching. | Matteo Pedone, Janne Heikkil |
| 2008 | CVPR | Object recognition and segmentation by non-rigid quasi-dense matching. | Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkil |
| 2008 | ICIP | Multi-object tracking using binary masks. | Sami Huttunen, Janne Heikkil |
| 2008 | ICISP | Face Tracking for Spatially Aware Mobile User Interfaces. | Jari Hannuksela, Pekka Sangi, Markus Turtinen, Janne Heikkil |
| 2008 | ICISP | Blur Insensitive Texture Classification Using Local Phase Quantization. | Ville Ojansivu, Janne Heikkil |
| 2008 | ICPR | Recognition of blurred faces using Local Phase Quantization. | Timo Ahonen, Esa Rahtu, Ville Ojansivu, Janne Heikkil |
| 2008 | ICPR | Rotation invariant local phase quantization for blur insensitive texture analysis. | Ville Ojansivu, Esa Rahtu, Janne Heikkil |
| 2008 | ICVS | Adaptive Motion-Based Gesture Recognition Interface for Mobile Phones. | Jari Hannuksela, Mark Barnard, Pekka Sangi, Janne Heikkil |
| 2007 | ICASSP | A New Rotation Search for Dependent Rate-Distortion Optimization in Video Coding. | Tuukka Toivonen, Loren Merritt, Ville Ojansivu, Janne Heikkil |
| 2007 | ICIAP | Document Image Mosaicing with Mobile Phones. | Jari Hannuksela, Pekka Sangi, Janne Heikkil, Xu Liu, David S. Doermann |
| 2007 | ICIAP | A Method for Blur and Similarity Transform Invariant Object Recognition. | Ville Ojansivu, Janne Heikkil |
| 2006 | ACIVS | Motion Blur Concealment of Digital Video Using Invariant Features. | Ville Ojansivu, Janne Heikkil |
| 2006 | AVSS | An Active Head Tracking System for Distance Education and Videoconferencing Applications. | Sami Huttunen, Janne Heikkil |
| 2006 | BMVC | Algorithms for Computing a Planar Homography from Conics in Correspondence. | Juho Kannala, Mikko Salo, Janne Heikkil |
| 2006 | BMVC | A New Affine Invariant Image Transform Based on Ridgelets. | Esa Rahtu, Janne Heikkil, Mikko Salo |
| 2006 | BMVC | Multiscale Autoconvolution Histograms for Affine Invariant Pattern Recognition. | Esa Rahtu, Mikko Salo, Janne Heikkil |
| 2006 | ICIP | Improved Unsymmetric-Cross Multi-Hexagon-Grid Search Algorithm for Fast Block Motion Estimation. | Tuukka Toivonen, Janne Heikkil |
| 2006 | ICPR | Motion-Based Handwriting Recognition for Mobile Interaction. | Jari Hannuksela, Pekka Sangi, Janne Heikkil |
| 2006 | ICPR | Generalized affine moment invariants for object recogntion. | Esa Rahtu, Mikko Salo, Janne Heikkil, Jan Flusser |
| 2005 | CVPR | A Vision-Based Approach for Controlling User Interfaces of Mobile Devices. | Jari Hannuksela, Pekka Sangi, Janne Heikkil |
| 2005 | ICIAP | A New Efficient Method for Producing Global Affine Invariants. | Esa Rahtu, Mikko Salo, Janne Heikkil |
| 2005 | ICIP | Affine registration with multi-scale autoconvolution. | Juho Kannala, Esa Rahtu, Janne Heikkil |
| 2005 | ICIP | A likelihood function for block-based motion analysis. | Pekka Sangi, Janne Heikkil, Olli Silvn |
| 2005 | MVA | Human Activity Recognition Using Sequences of Postures. | Vili Kellokumpu, Matti Pietikinen, Janne Heikkil |
| 2004 | BMVC | A Texture-based Method for Detecting Moving Objects. | Marko Heikkil, Matti Pietikinen, Janne Heikkil |
| 2004 | ICASSP | Selection of the Lagrange multiplier for block-based motion estimation criteria. | Pekka Sangi, Janne Heikkil, Olli Silvn |
| 2004 | ICIP | Image scale and rotation from the phase-only bispectrum. | Janne Heikkil |
| 2004 | ICIP | Fast full search block motion estimation for H.264/AVC with multilevel successive elimination algorithm. | Tuukka Toivonen, Janne Heikkil |
| 2004 | ICPR | Object Classification with Multi-Scale Autoconvolution. | Esa Rahtu, Janne Heikkil |
| 2004 | ICPR | Convexity Recognition Using Multi-Scale Autoconvolution. | Esa Rahtu, Mikko Salo, Janne Heikkil |
| 2004 | ICPR | Motion Analysis Using Frame Differences with Spatial Gradient Measures. | Pekka Sangi, Janne Heikkil, Olli Silvn |
| 2003 | ICIAP | A statistical method for object alignment under affine transformation. | Janne Heikkil |
| 2003 | ICIP | A new rate-minimizing matching criterion and a fast algorithm for block motion estimation. | Tuukka Toivonen, Janne Heikkil |
| 2002 | ICPR | Multi-Scale Autoconvolution for Affine Invariant Pattern Recognition. | Janne Heikkil |
| 2000 | ICPR | Camera Motion Estimation from Non-Stationary Scenes Using EM-Based Motion Segmentation. | Janne Heikkil, Pekka Sangi, Olli Silvn |
| 2000 | ICPR | Intensity Independent Color Models and Visual Tracking. | Mika Korhonen, Janne Heikkil, Olli Silvn |
| 1998 | ICPR | Moment and curvature preserving technique for accurate ellipse boundary detection. | Janne Heikkil |
| 1998 | ICPR | Linear motion estimation for image sequence based accurate 3-D measurements. | Janne Heikkil, Olli Silvn |
| 1997 | CVPR | A Four-step Camera Calibration Procedure with Implicit Image Correction. | Janne Heikkil, Olli Silvn |
| 1996 | ICPR | Calibration procedure for short focal length off-the-shelf CCD cameras. | Janne Heikkil, Olli Silvn |