Janne Heikkilä

242 papers A* 14A 14B 32C 4Misc 6Journal 86Unranked 84

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An End-to-End Depth-Based Pipeline for Selfie Image Rectification. IEEE Trans. Pattern Anal. Mach. Intell. Ahmed Alhawwary, Janne Mustaniemi, Phong Nguyen, Janne Heikkilä
2026	J	`jnl`	FusionKD: Fusion knowledge distillation of vision-language foundation model for strip steel surface defect detection. Inf. Fusion Jiaojiao Su, Qiwu Luo, Yibo Wang, Chunhua Yang, Weihua Gui, Janne Heikkilä
2025	J	`jnl`	A Causal Adjustment Module for Debiasing Scene Graph Generation. CoRR Li Liu, Shuzhou Sun, Shuaifeng Zhi, Fan Shi, Zhen Liu, Janne Heikkilä, Yongxiang Liu
2025	J	`jnl`	A Causal Adjustment Module for Debiasing Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. Li Liu, Shuzhou Sun, Shuaifeng Zhi, Fan Shi, Zhen Liu, Janne Heikkilä, Yongxiang Liu
2025	A	`conf`	A Conic Transformation Approach for Solving the Perspective-Three-Point Problem. WACV Haidong Wu, Snehal Bhayani, Janne Heikkilä
2025	J	`jnl`	A Conic Transformation Approach for Solving the Perspective-Three-Point Problem. CoRR Haidong Wu, Snehal Bhayani, Janne Heikkilä
2025	J	`jnl`	A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation. CoRR Shuzhou Sun, Li Liu, Tianpeng Liu, Shuaifeng Zhi, Ming-Ming Cheng, Janne Heikkilä, Yongxiang Liu
2025	J	`jnl`	A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. Shuzhou Sun, Li Liu, Tianpeng Liu, Shuaifeng Zhi, Ming-Ming Cheng, Janne Heikkilä, Yongxiang Liu
2025	J	`jnl`	Differentiable High-Performance Ray Tracing-Based Simulation of Radio Propagation with Point Clouds. CoRR Niklas Vaara, Pekka Sangi, Miguel Bordallo López, Janne Heikkilä
2025	—	`conf`	FaDeN: Fast Depth-Supervised NeRFs with RGB-D Cameras. CAIP (1) Janne Mustaniemi, Li Liu, Janne Heikkilä
2025	—	`conf`	GS-Pose: Generalizable Segmentation-Based 6D Object Pose Estimation with 3D Gaussian Splatting. 3DV Dingding Cai, Janne Heikkilä, Esa Rahtu
2025	—	`conf`	Radio Propagation as a Service: Raytracing-Based Channel Simulation from Camera Data. EUSIPCO Sasan Sharifipour, Tuomas Määttä, Niklas Vaara, Pekka Sangi, Lam Huynh, Janne Mustaniemi, Janne Heikkilä, Luís M. Pessoa, Filipe B. Teixeira, Miguel Bordallo López
2025	—	`conf`	Synthesizing Images with Different Exposure Settings for Low-Light Image Enhancement. CAIP (2) Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkilä
2025	J	`jnl`	Towards an Automated Multimodal Approach for Video Summarization: Building a Bridge Between Text, Audio and Facial Cue-Based Summarization. CoRR Md. Moinul Islam, Sofoklis Kakouros, Janne Heikkilä, Mourad Oussalah
2025	J	`jnl`	Uncovering Bias in Foundation Models: Impact, Testing, Harm, and Mitigation. CoRR Shuzhou Sun, Li Liu, Yongxiang Liu, Zhen Liu, Shuanghui Zhang, Janne Heikkilä, Xiang Li
2024	—	`conf`	A Ray Launching Approach for Computing Exact Paths with Point Clouds. ICASSP Workshops Niklas Vaara, Pekka Sangi, Miguel Bordallo López, Janne Heikkilä
2024	J	`jnl`	An End-to-End Depth-Based Pipeline for Selfie Image Rectification. CoRR Ahmed Alhawwary, Phong Nguyen-Ha, Janne Mustaniemi, Janne Heikkilä
2024	J	`jnl`	Cascaded and Generalizable Neural Radiance Fields for Fast View Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. Phong Nguyen, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä
2024	J	`jnl`	Correction: Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix. J. Math. Imaging Vis. Snehal Bhayani, Janne Heikkilä, Zuzana Kukelova
2024	J	`jnl`	GS-Pose: Cascaded Framework for Generalizable Segmentation-based 6D Object Pose Estimation. CoRR Dingding Cai, Janne Heikkilä, Esa Rahtu
2024	J	`jnl`	Mitigating SAR Out-of-Distribution Overconfidence Based on Evidential Uncertainty. IEEE Geosci. Remote. Sens. Lett. Xiaoyan Zhou, Tao Tang, Zhongzhen Sun, Gangyao Kuang, Janne Heikkilä, Li Liu
2024	—	`conf`	Polynomial Solvers for mmWave Radio Beamforming. ICC Praneeth Susarla, Snehal Bhayani, S. S. Krishna Chaitanya Bulusu, Miguel Bordallo López, Janne Heikkilä, Markku J. Juntti, Olli Silvén
2024	J	`jnl`	Sparse Resultant-Based Minimal Solvers in Computer Vision and Their Connection with the Action Matrix. J. Math. Imaging Vis. Snehal Bhayani, Janne Heikkilä, Zuzana Kukelova
2023	J	`jnl`	A Novel Application of Polynomial Solvers in mmWave Analog Radio Beamforming. ACM Commun. Comput. Algebra Snehal Bhayani, Praneeth Susarla, S. S. Krishna Chaitanya Bulusu, Olli Silvén, Markku J. Juntti, Janne Heikkilä
2023	J	`jnl`	A Novel Application of Polynomial Solvers in mmWave Analog Radio Beamforming. CoRR Snehal Bhayani, Praneeth Susarla, S. S. Krishna Chaitanya Bulusu, Olli Silvén, Markku J. Juntti, Janne Heikkilä
2023	—	`conf`	BS3D: Building-Scale 3D Reconstruction from RGB-D Images. SCIA (2) Janne Mustaniemi, Juho Kannala, Esa Rahtu, Li Liu, Janne Heikkilä
2023	J	`jnl`	BS3D: Building-scale 3D Reconstruction from RGB-D Images. CoRR Janne Mustaniemi, Juho Kannala, Esa Rahtu, Li Liu, Janne Heikkilä
2023	J	`jnl`	DiverseDream: Diverse Text-to-3D Synthesis with Augmented Text Embedding. CoRR Uy Dieu Tran, Minh Luu, Phong Nguyen, Janne Heikkilä, Khoi Nguyen, Binh-Son Hua
2023	A*	`conf`	Evidential Uncertainty and Diversity Guided Active Learning for Scene Graph Generation. ICLR Shuzhou Sun, Shuaifeng Zhi, Janne Heikkilä, Li Liu
2023	—	`conf`	Hybrid Intelligence - Human-AI Co-Evolution and Learning in Multirealities (HI). HHAI Sanna Järvelä, Guoying Zhao, Janne Heikkilä, Hanna Järvenoja, Kristina Mikkonen, Satu Kaleva
2023	—	`conf`	MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation. SCIA (2) Dingding Cai, Janne Heikkilä, Esa Rahtu
2023	J	`jnl`	MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation. CoRR Dingding Cai, Janne Heikkilä, Esa Rahtu
2023	A	`conf`	Partially calibrated semi-generalized pose from hybrid point correspondences. WACV Snehal Bhayani, Torsten Sattler, Viktor Larsson, Janne Heikkilä, Zuzana Kukelova
2023	J	`jnl`	Sparse resultant based minimal solvers in computer vision and their connection with the action matrix. CoRR Snehal Bhayani, Janne Heikkilä, Zuzana Kukelova
2023	A*	`conf`	Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation. CVPR Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
2023	J	`jnl`	Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation. CoRR Mayu Otani, Riku Togashi, Yu Sawai, Ryosuke Ishigami, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
2023	J	`jnl`	Unbiased Scene Graph Generation via Two-Stage Causal Modeling. IEEE Trans. Pattern Anal. Mach. Intell. Shuzhou Sun, Shuaifeng Zhi, Qing Liao, Janne Heikkilä, Li Liu
2023	J	`jnl`	Unbiased Scene Graph Generation via Two-stage Causal Modeling. CoRR Shuzhou Sun, Shuaifeng Zhi, Qing Liao, Janne Heikkilä, Li Liu
2022	A*	`conf`	AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval. CVPR Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Tetsuya Sakai
2022	J	`jnl`	AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval. CoRR Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Tetsuya Sakai
2022	J	`jnl`	Fast Neural Architecture Search for Lightweight Dense Prediction Networks. CoRR Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä
2022	—	`conf`	Free-Viewpoint RGB-D Human Performance Capture and Rendering. ECCV (16) Phong Nguyen-Ha, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkilä, Tony Tung
2022	J	`jnl`	HRF-Net: Holistic Radiance Fields from Sparse Inputs. CoRR Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä
2022	J	`jnl`	Learning-Based Non-rigid Video Depth Estimation Using Invariants to Generalized Bas-Relief Transformations. J. Math. Imaging Vis. Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä
2022	A	`conf`	Lightweight Monocular Depth with a Novel Neural Architecture Search Method. WACV Lam Huynh, Phong Nguyen, Jirí Matas, Esa Rahtu, Janne Heikkilä
2022	A*	`conf`	OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation. CVPR Dingding Cai, Janne Heikkilä, Esa Rahtu
2022	J	`jnl`	OVE6D: Object Viewpoint Encoding for Depth-based 6D Object Pose Estimation. CoRR Dingding Cai, Janne Heikkilä, Esa Rahtu
2022	A*	`conf`	Optimal Correction Cost for Object Detection Evaluation. CVPR Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
2022	J	`jnl`	Optimal Correction Cost for Object Detection Evaluation. CoRR Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh
2022	J	`jnl`	Partially calibrated semi-generalized pose from hybrid point correspondences. CoRR Snehal Bhayani, Viktor Larsson, Torsten Sattler, Janne Heikkilä, Zuzana Kukelova
2022	—	`conf`	PatchFlow: A Two-Stage Patch-Based Approach for Lightweight Optical Flow Estimation. ACCV (7) Ahmed Alhawwary, Janne Mustaniemi, Janne Heikkilä
2022	—	`conf`	SC6D: Symmetry-agnostic and Correspondence-free 6D Object Pose Estimation. 3DV Dingding Cai, Janne Heikkilä, Esa Rahtu
2022	J	`jnl`	SC6D: Symmetry-agnostic and Correspondence-free 6D Object Pose Estimation. CoRR Dingding Cai, Janne Heikkilä, Esa Rahtu
2022	—	`conf`	Seeking Attention: Using Full Context Transformers for Better Disparity Estimation. ICPRAI (1) Nadir Bengana, Janne Mustaniemi, Janne Heikkilä
2021	A*	`conf`	Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion. ICCV Lam Huynh, Phong Nguyen, Jirí Matas, Esa Rahtu, Janne Heikkilä
2021	A*	`conf`	Calibrated and Partially Calibrated Semi-Generalized Homographies. ICCV Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkilä, Zuzana Kukelova
2021	J	`jnl`	Calibrated and Partially Calibrated Semi-Generalized Homographies. CoRR Snehal Bhayani, Torsten Sattler, Daniel Barath, Patrik Beliansky, Janne Heikkilä, Zuzana Kukelova
2021	J	`jnl`	Human View Synthesis using a Single Sparse RGB-D Input. CoRR Phong Nguyen, Nikolaos Sarafianos, Christoph Lassner, Janne Heikkilä, Tony Tung
2021	J	`jnl`	Improving Land Cover Segmentation Across Satellites Using Domain Adaptation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Nadir Bengana, Janne Heikkilä
2021	J	`jnl`	Lightweight Monocular Depth with a Novel Neural Architecture Search Method. CoRR Lam Huynh, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkilä
2021	—	`conf`	Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss. 3DV Lam Huynh, Matteo Pedone, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkilä
2021	J	`jnl`	Monocular Depth Estimation Primed by Salient Point Detection and Normalized Hessian Loss. CoRR Lam Huynh, Matteo Pedone, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkilä
2021	—	`conf`	RGBD-Net: Predicting Color and Depth Images for Novel Views Synthesis. 3DV Phong Nguyen, Animesh Karnewar, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä
2020	A*	`conf`	A Sparse Resultant Based Method for Efficient Minimal Solvers. CVPR Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä
2020	J	`jnl`	Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion. CoRR Lam Huynh, Phong Nguyen, Jiri Matas, Esa Rahtu, Janne Heikkilä
2020	B	`conf`	Computing stable resultant-based minimal solvers by hiding a variable. ICPR Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä
2020	J	`jnl`	Computing stable resultant-based minimal solvers by hiding a variable. CoRR Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä
2020	—	`conf`	Guiding Monocular Depth Estimation Using Depth-Attention Volume. ECCV (26) Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkilä
2020	J	`jnl`	Guiding Monocular Depth Estimation Using Depth-Attention Volume. CoRR Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkilä
2020	A	`conf`	LSD_2 - Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs. BMVC Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä
2020	B	`conf`	Learning non-rigid surface reconstruction from spatia-temporal image patches. ICPR Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä
2020	J	`jnl`	Learning non-rigid surface reconstruction from spatio-temporal image patches. CoRR Matteo Pedone, Abdelrahman Mostafa, Janne Heikkilä
2020	J	`jnl`	RGBD-Net: Predicting color and depth images for novel views synthesis. CoRR Phong Nguyen, Animesh Karnewar, Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä
2020	J	`jnl`	Sequential Neural Rendering with Transformer. CoRR Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä
2020	—	`conf`	Sequential View Synthesis with Transformer. ACCV (4) Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä
2020	A	`conf`	Uncovering Hidden Challenges in Query-Based Video Moment Retrieval. BMVC Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä
2020	J	`jnl`	Uncovering Hidden Challenges in Query-Based Video Moment Retrieval. CoRR Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä
2019	J	`jnl`	3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain. IEEE Trans. Medical Imaging Zalan Rajna, Lauri Raitamaa, Timo Tuovinen, Janne Heikkilä, Vesa Kiviniemi, Tapio Seppänen
2019	J	`jnl`	A Star Sensor On-Orbit Calibration Method Based on Singular Value Decomposition. Sensors Liang Wu, Qian Xu, Janne Heikkilä, Zijun Zhao, Liwei Liu, Yali Niu
2019	J	`jnl`	A sparse resultant based method for efficient minimal solvers. CoRR Snehal Bhayani, Zuzana Kukelova, Janne Heikkilä
2019	—	`conf`	An Efficient Solution for Semantic Segmentation: ShuffleNet V2 with Atrous Separable Convolutions. SCIA Sercan Türkmen, Janne Heikkilä
2019	J	`jnl`	An efficient solution for semantic segmentation: ShuffleNet V2 with atrous separable convolutions. CoRR Sercan Türkmen, Janne Heikkilä
2019	J	`jnl`	Dynamic Texture Classification Using Unsupervised 3D Filter Learning and Local Binary Encoding. IEEE Trans. Multim. Xiaochao Zhao, Yaping Lin, Li Liu, Janne Heikkilä, Wenming Zheng
2019	A	`conf`	Gyroscope-Aided Motion Deblurring with Deep Networks. WACV Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2019	J	`jnl`	Improving land cover segmentation across satellites using domain adaptation. CoRR Nadir Bengana, Janne Heikkilä
2019	—	`conf`	Predicting Novel Views Using Generative Adversarial Query Network. SCIA Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä
2019	J	`jnl`	Predicting Novel Views Using Generative Adversarial Query Network. CoRR Phong Nguyen-Ha, Lam Huynh, Esa Rahtu, Janne Heikkilä
2019	A*	`conf`	Rethinking the Evaluation of Video Summaries. CVPR Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä
2019	J	`jnl`	Rethinking the Evaluation of Video Summaries. CoRR Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä
2018	B	`conf`	Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. ICPR Markus Ylimäki, Janne Heikkilä, Juho Kannala
2018	J	`jnl`	Accurate 3-D Reconstruction with RGB-D Cameras using Depth Map Fusion and Pose Refinement. CoRR Markus Ylimäki, Juho Kannala, Janne Heikkilä
2018	J	`jnl`	Dynamic Texture Recognition Using Volume Local Binary Count Patterns With an Application to 2D Face Spoofing Detection. IEEE Trans. Multim. Xiaochao Zhao, Yaping Lin, Janne Heikkilä
2018	B	`conf`	Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements. ICPR Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2018	J	`jnl`	Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements. CoRR Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2018	J	`jnl`	Inertial-aided Motion Deblurring with Deep Networks. CoRR Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2018	J	`jnl`	LSD CoRR Janne Mustaniemi, Juho Kannala, Jiri Matas, Simo Särkkä, Janne Heikkilä
2018	—	`conf`	Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. COMPAY/OMIA@MICCAI Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot
2018	J	`jnl`	Leveraging Unlabeled Whole-Slide-Images for Mitosis Detection. CoRR Saad Ullah Akram, Talha Qaiser, Simon Graham, Juho Kannala, Janne Heikkilä, Nasir M. Rajpoot
2017	J	`jnl`	Cell Tracking via Proposal Generation and Selection. CoRR Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä
2017	B	`conf`	Dynamic texture recognition using multiscale PCA-learned filters. ICIP Xiaochao Zhao, Yaping Lin, Janne Heikkilä
2017	A	`conf`	Inertial-based scale estimation for structure from motion on mobile devices. IROS Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2017	J	`jnl`	Media computing and applications for immersive communications: recent advances. J. Ambient Intell. Humaniz. Comput. Lei Xie, Janne Heikkilä, Bo Li
2017	—	`conf`	Robust and Practical Depth Map Fusion for Time-of-Flight Cameras. SCIA (1) Markus Ylimäki, Juho Kannala, Janne Heikkilä
2017	—	`conf`	Towards Virtual H&E Staining of Hyperspectral Lung Histology Images Using Conditional Generative Adversarial Networks. ICCV Workshops Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Janne Heikkilä
2017	A*	`conf`	Using Sparse Elimination for Solving Minimal Problems in Computer Vision. ICCV Janne Heikkilä
2016	—	`conf`	Cell Segmentation Proposal Network for Microscopy Image Analysis. LABELS/DLMIA@MICCAI Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä
2016	B	`conf`	Cell proposal network for microscopy image analysis. ICIP Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä
2016	B	`conf`	Deep learning for magnification independent breast cancer histopathology image classification. ICPR Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
2016	A	`conf`	Forget the checkerboard: Practical self-calibration using a planar scene. WACV Daniel Herrera C., Juho Kannala, Janne Heikkilä
2016	A*	`conf`	Geometry based exhaustive line correspondence determination. ICRA K. K. Srikrishna Bhat, Utpala Musti, Janne Heikkilä
2016	J	`jnl`	Guest Editorial: Immersive Audio/Visual Systems. Multim. Tools Appl. Lei Xie, Longbiao Wang, Janne Heikkilä, Peng Zhang
2016	J	`jnl`	Inertial-Based Scale Estimation for Structure from Motion on Mobile Devices. CoRR Janne Mustaniemi, Juho Kannala, Simo Särkkä, Jiri Matas, Janne Heikkilä
2016	—	`conf`	Joint cell segmentation and tracking using cell proposals. ISBI Saad Ullah Akram, Juho Kannala, Lauri Eklund, Janne Heikkilä
2016	—	`conf`	Learning Joint Representations of Videos and Sentences with Web Image Search. ECCV Workshops (1) Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya
2016	J	`jnl`	Learning Joint Representations of Videos and Sentences with Web Image Search. CoRR Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya
2016	J	`jnl`	MORE - a multimodal observation and analysis system for social interaction research. Multim. Tools Appl. Anja Keskinarkaus, Sami Huttunen, Antti Siipo, Jukka Holappa, Magda Laszlo, Ilkka Juuso, Eero Väyrynen, Janne Heikkilä, Matti Lehtihalmes, Tapio Seppänen, Seppo J. Laukka
2016	J	`jnl`	Parallax correction via disparity estimation in a multi-aperture camera. Mach. Vis. Appl. Janne Mustaniemi, Juho Kannala, Janne Heikkilä
2016	—	`conf`	Transfer Learning for Cell Nuclei Classification in Histopathology Images. ECCV Workshops (3) Neslihan Bayramoglu, Janne Heikkilä
2016	—	`conf`	Video Summarization Using Deep Semantic Features. ACCV (5) Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya
2016	J	`jnl`	Video Summarization using Deep Semantic Features. CoRR Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya
2015	—	`conf`	3D Point Representation For Pose Estimation: Accelerated SIFT vs ORB. SCIA K. K. Srikrishna Bhat, Juho Kannala, Janne Heikkilä
2015	B	`conf`	A novel feature descriptor based on microscopy image statistics. ICIP Neslihan Bayramoglu, Juho Kannala, Malin Akerfelt, Mika Kaakinen, Lauri Eklund, Matthias Nees, Janne Heikkilä
2015	—	`conf`	Disparity Estimation for Image Fusion in a Multi-aperture Camera. CAIP (2) Janne Mustaniemi, Juho Kannala, Janne Heikkilä
2015	J	`jnl`	Fast and accurate multi-view reconstruction by multi-stage prioritised matching. IET Comput. Vis. Markus Ylimäki, Juho Kannala, Jukka Holappa, Sami S. Brandt, Janne Heikkilä
2015	B	`conf`	Focal length change compensation for monocular slam. ICIP Takafumi Taketomi, Janne Heikkilä
2015	C	`conf`	Human Epithelial Type 2 cell classification with convolutional neural networks. BIBE Neslihan Bayramoglu, Juho Kannala, Janne Heikkilä
2015	—	`conf`	Optimizing the Accuracy and Compactness of Multi-view Reconstructions. CAIP (2) Markus Ylimäki, Juho Kannala, Janne Heikkilä
2015	J	`jnl`	Quaternion Wiener Deconvolution for Noise Robust Color Image Registration. IEEE Signal Process. Lett. Matteo Pedone, Eduardo Bayro-Corrochano, Jan Flusser, Janne Heikkilä
2015	J	`jnl`	Registration of Images With N-Fold Dihedral Blur. IEEE Trans. Image Process. Matteo Pedone, Jan Flusser, Janne Heikkilä
2015	A*	`conf`	Zoom factor compensation for monocular SLAM. VR Takafumi Taketomi, Janne Heikkilä
2014	—	`conf`	Analysis of Sampling Techniques for Learning Binarized Statistical Image Features Using Fixations and Salience. ECCV Workshops (2) Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2014	—	`conf`	DT-SLAM: Deferred Triangulation for Robust SLAM. 3DV Daniel Herrera C., Kihwan Kim, Juho Kannala, Kari Pulli, Janne Heikkilä
2014	B	`conf`	Detection of Tumor Cell Spheroids from Co-cultures Using Phase Contrast Images and Machine Learning Approach. ICPR Neslihan Bayramoglu, Mika Kaakinen, Lauri Eklund, Malin Akerfelt, Matthias Nees, Juho Kannala, Janne Heikkilä
2014	B	`conf`	Emotional Valence Recognition, Analysis of Salience and Eye Movements. ICPR Hamed Rezazadegan Tavakoli, Victoria Yanulevskaya, Esa Rahtu, Janne Heikkilä, Nicu Sebe
2014	—	`conf`	Line Matching and Pose Estimation for Unconstrained Model-to-Image Alignment. 3DV K. K. Srikrishna Bhat, Janne Heikkilä
2014	—	`conf`	Segmentation of Cells from Spinning Disk Confocal Images Using a Multi-stage Approach. ACCV (3) Saad Ullah Akram, Juho Kannala, Mika Kaakinen, Lauri Eklund, Janne Heikkilä
2013	—	`conf`	A Learned Joint Depth and Intensity Prior Using Markov Random Fields. 3DV Daniel Herrera C., Juho Kannala, Peter F. Sturm, Janne Heikkilä
2013	J	`jnl`	Blur Invariant Translational Image Registration for N -fold Symmetric Blurs. IEEE Trans. Image Process. Matteo Pedone, Jan Flusser, Janne Heikkilä
2013	—	`conf`	Depth Map Inpainting under a Second-Order Smoothness Prior. SCIA Daniel Herrera C., Juho Kannala, Lubor Ladicky, Janne Heikkilä
2013	—	`conf`	Gesture interaction for wall-sized touchscreen display. UbiComp (Adjunct Publication) Yan Zhai, Guoying Zhao, Toni Alatalo, Janne Heikkilä, Timo Ojala, Xinyuan Huang
2013	—	`ch.`	Local Phase Quantization for Blur Insensitive Texture Description. Local Binary Patterns Janne Heikkilä, Esa Rahtu, Ville Ojansivu
2013	—	`conf`	Merging Overlapping Depth Maps into a Nonredundant Point Cloud. SCIA Tomi Kyöstilä, Daniel Herrera C., Juho Kannala, Janne Heikkilä
2013	—	`conf`	Saliency Detection Using Joint Temporal and Spatial Decorrelation. SCIA Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2013	—	`conf`	Sparse Motion Segmentation using Propagation of Feature Labels. VISAPP (2) Pekka Sangi, Jari Hannuksela, Janne Heikkilä, Olli Silvén
2013	B	`conf`	Spherical Center-Surround for Video Saliency Detection Using Sparse Sampling. ACIVS Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2013	J	`jnl`	Stochastic bottom-up fixation prediction and saccade generation. Image Vis. Comput. Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2012	—	`conf`	Combining Textural and Geometrical Descriptors for Scene Recognition. ECCV Workshops (2) Neslihan Bayramoglu, Janne Heikkilä, Matti Pietikäinen
2012	J	`jnl`	Joint Depth and Color Camera Calibration with Distortion Correction. IEEE Trans. Pattern Anal. Mach. Intell. Daniel Herrera C., Juho Kannala, Janne Heikkilä
2012	B	`conf`	Local phase quantization descriptors for blur robust and illumination invariant recognition of color textures. ICPR Matteo Pedone, Janne Heikkilä
2012	J	`jnl`	Local phase quantization for blur-insensitive image analysis. Image Vis. Comput. Esa Rahtu, Janne Heikkilä, Ville Ojansivu, Timo Ahonen
2012	B	`conf`	Robust and accurate multi-view reconstruction by prioritized matching. ICPR Markus Ylimäki, Juho Kannala, Jukka Holappa, Janne Heikkilä, Sami S. Brandt
2012	—	`conf`	Temporal Saliency for Fast Motion Detection. ACCV Workshops (1) Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2011	—	`conf`	Accurate and Practical Calibration of a Depth and Color Camera Pair. CAIP (2) Daniel Herrera C., Juho Kannala, Janne Heikkilä
2011	—	`conf`	Degradation Based Blind Image Quality Evaluation. SCIA Ville Ojansivu, Leena Lepistö, Martti Ilmoniemi, Janne Heikkilä
2011	—	`conf`	Fast and Efficient Saliency Detection Using Sparse Sampling and Kernel Density Estimation. SCIA Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä
2011	—	`conf`	Multi-view Alpha Matte for Free Viewpoint Rendering. MIRAGE Daniel Herrera C., Juho Kannala, Janne Heikkilä
2011	—	`conf`	Real-Time Detection of Landscape Scenes. SCIA Sami Huttunen, Esa Rahtu, Iivari Kunttu, Juuso Grén, Janne Heikkilä
2011	—	`conf`	Robust airlight estimation for haze removal from a single image. CVPR Workshops Matteo Pedone, Janne Heikkilä
2011	—	`conf`	Volume Local Phase Quantization for Blur-Insensitive Dynamic Texture Classification. SCIA Juhani Päivärinta, Esa Rahtu, Janne Heikkilä
2010	B	`conf`	A Human Detection Framework for Heavy Machinery. ICPR Teuvo Antero Heimonen, Janne Heikkilä
2010	B	`conf`	Compressing Sparse Feature Vectors Using Random Ortho-Projections. ICPR Esa Rahtu, Mikko Salo, Janne Heikkilä
2010	—	`conf`	Evaluation of Denoising Methods with Raw Images and Perceptual Measures. VISAPP (1) Matteo Pedone, Janne Heikkilä, Jarno Nikkanen, Leena Lepistö, Timo Kaikumaa
2010	B	`conf`	Improved Blur Insensitivity for Decorrelated Local Phase Quantization. ICPR Janne Heikkilä, Ville Ojansivu, Esa Rahtu
2010	A	`conf`	Isotropic Granularity-tunable gradients partition (IGGP) descriptors for human detection. BMVC Yazhou Liu, Janne Heikkilä
2010	J	`jnl`	Local Harmonic Motion Monitoring of Focused Ultrasound Surgery - A Simulation Model. IEEE Trans. Biomed. Eng. Janne Heikkilä, Laura Curiel, Kullervo Hynynen
2010	—	`conf`	Multi-object Tracking based on Soft Assignment of Detection Responses. VISAPP (1) Sami Huttunen, Janne Heikkilä
2010	—	`conf`	Segmenting Salient Objects from Images and Videos. ECCV (5) Esa Rahtu, Juho Kannala, Mikko Salo, Janne Heikkilä
2010	—	`conf`	Spatial-Temporal Granularity-Tunable Gradients Partition (STGGP) Descriptors for Human Detection. ECCV (1) Yazhou Liu, Shiguang Shan, Xilin Chen, Janne Heikkilä, Wen Gao, Matti Pietikäinen
2010	—	`conf`	The Structural Form in Image Categorization. VISAPP (2) Juha Hanni, Esa Rahtu, Janne Heikkilä
2009	—	`conf`	A Simple and efficient saliency detector for background subtraction. ICCV Workshops Esa Rahtu, Janne Heikkilä
2009	Misc	`conf`	Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy. ICIAP Esa Rahtu, Jarno Nikkanen, Juho Kannala, Leena Lepistö, Janne Heikkilä
2009	—	`conf`	Dense and Deformable Motion Segmentation for Wide Baseline Images. SCIA Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä
2009	—	`conf`	Weighted DFT Based Blur Invariants for Pattern Recognition. SCIA Ville Ojansivu, Janne Heikkilä
2008	—	`conf`	A Feature Guided Particle Filter for Robust Handtracking. VISAPP (2) Matti-Antero Okkonen, Janne Heikkilä, Matti Pietikäinen
2008	—	`conf`	A Method for Blur and Affine Invariant Object Recognition Using Phase-Only Bispectrum. ICIAR Ville Ojansivu, Janne Heikkilä
2008	C	`conf`	Adaptive Motion-Based Gesture Recognition Interface for Mobile Phones. ICVS Jari Hannuksela, Mark Barnard, Pekka Sangi, Janne Heikkilä
2008	C	`conf`	Blur Insensitive Texture Classification Using Local Phase Quantization. ICISP Ville Ojansivu, Janne Heikkilä
2008	B	`conf`	Blur and Contrast Invariant Fast Stereo Matching. ACIVS Matteo Pedone, Janne Heikkilä
2008	A	`conf`	Body part segmentation of noisy human silhouette images. ICME Mark Barnard, Matti Matilainen, Janne Heikkilä
2008	—	`conf`	Constrain Propagation for Ghost Removal in High Dynamic Range Images. VISAPP (1) Matteo Pedone, Janne Heikkilä
2008	C	`conf`	Face Tracking for Spatially Aware Mobile User Interfaces. ICISP Jari Hannuksela, Pekka Sangi, Markus Turtinen, Janne Heikkilä
2008	—	`ch.`	Geometric Camera Calibration. Wiley Encyclopedia of Computer Science and Engineering Juho Kannala, Janne Heikkilä, Sami S. Brandt
2008	J	`jnl`	Measuring and modelling sewer pipes from video. Mach. Vis. Appl. Juho Kannala, Sami S. Brandt, Janne Heikkilä
2008	B	`conf`	Multi-object tracking using binary masks. ICIP Sami Huttunen, Janne Heikkilä
2008	A*	`conf`	Object recognition and segmentation by non-rigid quasi-dense matching. CVPR Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä
2008	B	`conf`	On Bin Configuration of Shape Context Descriptors in Human Silhouette Classification. ACIVS Mark Barnard, Janne Heikkilä
2008	B	`conf`	Recognition of blurred faces using Local Phase Quantization. ICPR Timo Ahonen, Esa Rahtu, Ville Ojansivu, Janne Heikkilä
2008	B	`conf`	Rotation invariant local phase quantization for blur insensitive texture analysis. ICPR Ville Ojansivu, Esa Rahtu, Janne Heikkilä
2008	—	`conf`	Scallop : An open peer-to-peer framework for distributed sensor networks. ICDSC Pekka Saastamoinen, Sami Huttunen, Valtteri Takala, Marko Heikkilä, Janne Heikkilä
2008	—	`conf`	Self-Calibration of Central Cameras by Minimizing Angular Error. VISAPP (1) Juho Kannala, Sami S. Brandt, Janne Heikkilä
2008	—	`conf`	Self-calibration of Central Cameras from Point Correspondences by Minimizing Angular Error. VISIGRAPP (Selected Papers) Juho Kannala, Sami S. Brandt, Janne Heikkilä
2007	Misc	`conf`	A Method for Blur and Similarity Transform Invariant Object Recognition. ICIAP Ville Ojansivu, Janne Heikkilä
2007	—	`conf`	A New Rotation Search for Dependent Rate-Distortion Optimization in Video Coding. ICASSP (1) Tuukka Toivonen, Loren Merritt, Ville Ojansivu, Janne Heikkilä
2007	—	`conf`	A Visual System for Hand Gesture Recognition in Human-Computer Interaction. SCIA Matti-Antero Okkonen, Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä
2007	—	`conf`	Blur invariant registration of rotated, scaled and shifted images. EUSIPCO Ville Ojansivu, Janne Heikkilä
2007	Misc	`conf`	Document Image Mosaicing with Mobile Phones. ICIAP Jari Hannuksela, Pekka Sangi, Janne Heikkilä, Xu Liu, David S. Doermann
2007	—	`conf`	Global motion estimation using block matching with uncertainty analysis. EUSIPCO Pekka Sangi, Jari Hannuksela, Janne Heikkilä
2007	J	`jnl`	Image Registration Using Blur-Invariant Phase Correlation. IEEE Signal Process. Lett. Ville Ojansivu, Janne Heikkilä
2007	—	`conf`	Monocular Point Based Pose Estimation of Artificial Markers by Using Evolutionary Computing. SCIA Teuvo Antero Heimonen, Janne Heikkilä
2007	—	`conf`	Nonlinear Functionals in the Construction of Multiscale Affine Invariants. SCIA Esa Rahtu, Mikko Salo, Janne Heikkilä
2007	—	`conf`	Object Recognition Using Frequency Domain Blur Invariant Features. SCIA Ville Ojansivu, Janne Heikkilä
2007	J	`jnl`	Vision-based motion estimation for interaction with mobile devices. Comput. Vis. Image Underst. Jari Hannuksela, Pekka Sangi, Janne Heikkilä
2006	A	`conf`	A New Affine Invariant Image Transform Based on Ridgelets. BMVC Esa Rahtu, Janne Heikkilä, Mikko Salo
2006	J	`jnl`	A New Convexity Measure Based on a Probabilistic Interpretation of Images. IEEE Trans. Pattern Anal. Mach. Intell. Esa Rahtu, Mikko Salo, Janne Heikkilä
2006	A	`conf`	Algorithms for Computing a Planar Homography from Conics in Correspondence. BMVC Juho Kannala, Mikko Salo, Janne Heikkilä
2006	B	`conf`	An Active Head Tracking System for Distance Education and Videoconferencing Applications. AVSS Sami Huttunen, Janne Heikkilä
2006	—	`conf`	Generalized affine moment invariants for object recogntion. ICPR (2) Esa Rahtu, Mikko Salo, Janne Heikkilä, Jan Flusser
2006	B	`conf`	Improved Unsymmetric-Cross Multi-Hexagon-Grid Search Algorithm for Fast Block Motion Estimation. ICIP Tuukka Toivonen, Janne Heikkilä
2006	B	`conf`	Motion Blur Concealment of Digital Video Using Invariant Features. ACIVS Ville Ojansivu, Janne Heikkilä
2006	—	`conf`	Motion-Based Handwriting Recognition for Mobile Interaction. ICPR (4) Jari Hannuksela, Pekka Sangi, Janne Heikkilä
2006	A	`conf`	Multiscale Autoconvolution Histograms for Affine Invariant Pattern Recognition. BMVC Esa Rahtu, Mikko Salo, Janne Heikkilä
2006	J	`jnl`	Video filtering with Fermat number theoretic transforms using residue number system. IEEE Trans. Circuits Syst. Video Technol. Tuukka Toivonen, Janne Heikkilä
2005	Misc	`conf`	A New Efficient Method for Producing Global Affine Invariants. ICIAP Esa Rahtu, Mikko Salo, Janne Heikkilä
2005	—	`conf`	A New Method for Affine Registration of Images and Point Sets. SCIA Juho Kannala, Esa Rahtu, Janne Heikkilä, Mikko Salo
2005	—	`conf`	A Vision-Based Approach for Controlling User Interfaces of Mobile Devices. CVPR Workshops Jari Hannuksela, Pekka Sangi, Janne Heikkilä
2005	—	`conf`	A likelihood function for block-based motion analysis. ICIP (1) Pekka Sangi, Janne Heikkilä, Olli Silvén
2005	J	`jnl`	Affine Invariant Pattern Recognition Using Multiscale Autoconvolution. IEEE Trans. Pattern Anal. Mach. Intell. Esa Rahtu, Mikko Salo, Janne Heikkilä
2005	—	`conf`	Affine registration with multi-scale autoconvolution. ICIP (3) Juho Kannala, Esa Rahtu, Janne Heikkilä
2005	Misc	`conf`	Human Activity Recognition Using Sequences of Postures. MVA Vili Kellokumpu, Matti Pietikäinen, Janne Heikkilä
2005	—	`conf`	Reduced Frame Quantization in Video Coding. VLBV Tuukka Toivonen, Janne Heikkilä
2004	A	`conf`	A Texture-based Method for Detecting Moving Objects. BMVC Marko Heikkilä, Matti Pietikäinen, Janne Heikkilä
2004	J	`jnl`	A new class of shift-invariant operators. IEEE Signal Process. Lett. Janne Heikkilä
2004	J	`jnl`	A real-time system for monitoring of cyclists and pedestrians. Image Vis. Comput. Janne Heikkilä, Olli Silvén
2004	—	`conf`	Convexity Recognition Using Multi-Scale Autoconvolution. ICPR (1) Esa Rahtu, Mikko Salo, Janne Heikkilä
2004	B	`conf`	Fast full search block motion estimation for H.264/AVC with multilevel successive elimination algorithm. ICIP Tuukka Toivonen, Janne Heikkilä
2004	B	`conf`	Image scale and rotation from the phase-only bispectrum. ICIP Janne Heikkilä
2004	—	`conf`	Motion Analysis Using Frame Differences with Spatial Gradient Measures. ICPR (4) Pekka Sangi, Janne Heikkilä, Olli Silvén
2004	—	`conf`	Object Classification with Multi-Scale Autoconvolution. ICPR (3) Esa Rahtu, Janne Heikkilä
2004	J	`jnl`	Pattern matching with affine moment descriptors. Pattern Recognit. Janne Heikkilä
2004	—	`conf`	Selection of the Lagrange multiplier for block-based motion estimation criteria. ICASSP (3) Pekka Sangi, Janne Heikkilä, Olli Silvén
2003	—	`conf`	A new rate-minimizing matching criterion and a fast algorithm for block motion estimation. ICIP (2) Tuukka Toivonen, Janne Heikkilä
2003	Misc	`conf`	A statistical method for object alignment under affine transformation. ICIAP Janne Heikkilä
2003	—	`conf`	Efficient Method for Half-Pixel Block Motion Estimation Using Block Differentials. VLBV Tuukka Toivonen, Janne Heikkilä
2002	—	`conf`	Multi-Scale Autoconvolution for Affine Invariant Pattern Recognition. ICPR (1) Janne Heikkilä
2000	B	`conf`	Camera Motion Estimation from Non-Stationary Scenes Using EM-Based Motion Segmentation. ICPR Janne Heikkilä, Pekka Sangi, Olli Silvén
2000	J	`jnl`	Geometric Camera Calibration Using Circular Control Points. IEEE Trans. Pattern Anal. Mach. Intell. Janne Heikkilä
2000	B	`conf`	Intensity Independent Color Models and Visual Tracking. ICPR Mika Korhonen, Janne Heikkilä, Olli Silvén
1998	B	`conf`	Linear motion estimation for image sequence based accurate 3-D measurements. ICPR Janne Heikkilä, Olli Silvén
1998	B	`conf`	Moment and curvature preserving technique for accurate ellipse boundary detection. ICPR Janne Heikkilä
1997	A*	`conf`	A Four-step Camera Calibration Procedure with Implicit Image Correction. CVPR Janne Heikkilä, Olli Silvén
1996	B	`conf`	Calibration procedure for short focal length off-the-shelf CCD cameras. ICPR Janne Heikkilä, Olli Silvén
1996	J	`jnl`	accurate 3-D Measurement Using a Single Video Camera. Int. J. Pattern Recognit. Artif. Intell. Janne Heikkilä, Olli Silvén