Esa Rahtu

According to our database, Esa Rahtu authored at least 158 papers between 2004 and 2024.

Collaborative distances:

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

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

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

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

Dingding Cai, Janne Heikkilä, Esa Rahtu

CoRR, 2024

Synchformer: Efficient Synchronization from Sparse Cues.

Vladimir Iashin, Weidi Xie, Esa Rahtu, Andrew Zisserman

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

Detecting Anomalies in Textured Images Using Modified Transformer Masked Autoencoder.

Afshin Dini, Esa Rahtu

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

Anomaly Detection and Localization for Images of Running Paper Web in Paper Manufacturing.

Afshin Dini, Marja Mettänen, Esa Rahtu

Proceedings of the 19th International Joint Conference on Computer Vision, 2024

2023

PanDepth: Joint Panoptic Segmentation and Depth Completion.

Juan Pablo Lagos, Esa Rahtu

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

IFMix: Utilizing Intermediate Filtered Images for Domain Adaptation in Classification.

Saeed Bakhshi Germi, Esa Rahtu

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Visual Anomaly Detection and Localization with a Patch-Wise Transformer and Convolutional Model.

Afshin Dini, Esa Rahtu

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

LiDAR Place Recognition Evaluation with the Oxford Radar RobotCar Dataset Revised.

Jukka Peltomäki, Farid Alijani, Jussi Puura, Heikki Huttunen, Esa Rahtu, Joni-Kristian Kämäräinen

Proceedings of the Image Analysis - 22nd Scandinavian Conference, 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

FinnWoodlands Dataset.

Juan Pablo Lagos, Urho Lempiö, Esa Rahtu

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

TAU-Indoors Dataset for Visual and LiDAR Place Recognition.

Atakan Dag, Farid Alijani, Jukka Peltomäki, Lauri Suomela, Esa Rahtu, Harry Edelman, Joni-Kristian Kämäräinen

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

Region of Interest Enabled Learned Image Coding for Machines.

Jukka I. Ahonen, Nam Le, Honglei Zhang, Francesco Cricri, Esa Rahtu

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

NN-VVC: Versatile Video Coding boosted by self-supervisedly learned image coding for machines.

Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu

Proceedings of the IEEE International Symposium on Multimedia, 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

Momentum Adapt: Robust Unsupervised Adaptation for Improving Temporal Consistency in Video Semantic Segmentation During Test-Time.

Amirhossein Hassankhani, Hamed Rezazadegan Tavakoli, Esa Rahtu

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

The Weighting Game: Evaluating Quality of Explainability Methods.

Lassi Raatikainen, Esa Rahtu

CoRR, 2022

HRF-Net: Holistic Radiance Fields from Sparse Inputs.

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

CoRR, 2022

Beyond Visual Field of View: Perceiving 3D Environment with Echoes and Vision.

Lingyu Zhu, Esa Rahtu, Hang Zhao

CoRR, 2022

Fast Neural Architecture Search for Lightweight Dense Prediction Networks.

Lam Huynh, Esa Rahtu, Jiri Matas, Janne Heikkilä

CoRR, 2022

FATALRead - Fooling visual speech recognition models.

Anup Kumar Gupta, Puneet Gupta, Esa Rahtu

Appl. Intell., 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

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

V-SlowFast Network for Efficient Visual Sound Separation.

Lingyu Zhu, Esa Rahtu

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

Visually Guided Sound Source Separation and Localization using Self-Supervised Motion Representations.

Lingyu Zhu, Esa Rahtu

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

SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion.

Juan Pablo Lagos, Esa Rahtu

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Evaluation of RGB and LiDAR Combination for Robust Place Recognition.

Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

Evaluation of Long-term Deep Visual Place Recognition.

Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu

Proceedings of the 17th International Joint Conference on Computer Vision, 2022

The Lottery Ticket Adaptation for Neural Video Coding.

Nannan Zou, Francesco Cricri, Honglei Zhang, Hamed R. Tavakoli, Miska M. Hannuksela, Esa Rahtu

Proceedings of the IEEE International Symposium on Multimedia, 2022

TPSAD: Learning to Detect and Localize Anomalies With Thin Plate Spline Transformation.

Afshin Dini, Esa Rahtu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Long-term Visual Place Recognition.

Farid Alijani, Jukka Peltomäki, Jussi Puura, Heikki Huttunen, Joni-Kristian Kämäräinen, Esa Rahtu

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Bridging the Gap Between Image Coding for Machines and Humans.

Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Online Panoptic 3D Reconstruction as a Linear Assignment Problem.

Leevi Raivio, Esa Rahtu

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

Enhanced Data-Recalibration: Utilizing Validation Data to Mitigate Instance-Dependent Noise in Classification.

Saeed Bakhshi Germi, Esa Rahtu

Proceedings of the Image Analysis and Processing - ICIAP 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

SingleDemoGrasp: Learning to Grasp From a Single Image Demonstration.

Amir Mehman Sefat, Alexandre Angleraud, Esa Rahtu, Roel Pieters

Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

Sparse in Space and Time: Audio-visual Synchronisation with Trainable Selectors.

Vladimir Iashin, Weidi Xie, Esa Rahtu, Andrew Zisserman

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

A Practical Overview of Safety Concerns and Mitigation Methods for Visual Deep Learning Algorithms.

Saeed Bakhshi Germi, Esa Rahtu

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 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

Fully Automated DCNN-Based Thermal Images Annotation Using Neural Network Pretrained on RGB Data.

Adam Ligocki, Ales Jelinek, Ludek Zalud, Esa Rahtu

Sensors, 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

Effect of Label Noise on Robustness of Deep Neural Network Object Detectors.

Bishwo Adhikari, Jukka Peltomäki, Saeed Bakhshi Germi, Esa Rahtu, Heikki Huttunen

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2021 Workshops, 2021

Supervised Fine-tuning Evaluation for Long-term Visual Place Recognition.

Farid Alijani, Esa Rahtu

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Towards a Real-Time Facial Analysis System.

Bishwo Adhikari, Xingyang Ni, Esa Rahtu, Heikki Huttunen

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Adaptation and Attention for Neural Video Coding.

Nannan Zou, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

Proceedings of the IEEE International Symposium on Multimedia, 2021

Enhancing Image Coding for Machines with Compressed Feature Residuals.

Joni Seppälä, Honglei Zhang, Nam Le, Ramin Ghaznavi Youvalari, Francesco Cricri, Hamed Rezazadegan Tavakoli, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

Proceedings of the IEEE International Symposium on Multimedia, 2021

Content-adaptive convolutional neural network post-processing filter.

María Santamaría, Yat-Hong Lam, Francesco Cricri, Jani Lainema, Ramin Ghaznavi Youvalari, Honglei Zhang, Miska M. Hannuksela, Esa Rahtu, Moncef Gabbouj

Proceedings of the IEEE International Symposium on Multimedia, 2021

Learned Enhancement Filters for Image Coding for Machines.

Jukka I. Ahonen, Ramin Ghaznavi Youvalari, Nam Le, Honglei Zhang, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu

Proceedings of the IEEE International Symposium on Multimedia, 2021

Evaluation of Long-term LiDAR Place Recognition.

Jukka Peltomäki, Farid Alijani, Jussi Puura, Heikki Huttunen, Esa Rahtu, Joni-Kristian Kämäräinen

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Learned Image Coding for Machines: A Content-Adaptive Approach.

Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Hamed Rezazadegan Tavakoli, Esa Rahtu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

On the Importance of Encrypting Deep Features.

Xingyang Ni, Heikki Huttunen, Esa Rahtu

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

Image Coding For Machines: an End-To-End Learned Approach.

Nam Le, Honglei Zhang, Francesco Cricri, Ramin Ghaznavi Youvalari, Esa Rahtu

Proceedings of the IEEE International Conference on Acoustics, 2021

Automatic Dataset Generation From CAD for Vision-Based Grasping.

Saad Ahmad, Kulunu Samarawickrama, Esa Rahtu, Roel Pieters

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

FlipReID: Closing the Gap Between Training and Inference in Person Re-Identification.

Xingyang Ni, Esa Rahtu

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Selective Probabilistic Classifier Based on Hypothesis Testing.

Saeed Bakhshi Germi, Esa Rahtu, Heikki Huttunen

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Sample Selection for Efficient Image Annotation.

Bishwo Adhikari, Esa Rahtu, Heikki Huttunen

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Leveraging Category Information for Single-Frame Visual Sound Source Separation.

Lingyu Zhu, Esa Rahtu

Proceedings of the 9th European Workshop on Visual Information Processing, 2021

Learned Video Compression With Intra-Guided Enhancement and Implicit Motion Information.

Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

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

Taming Visually Guided Sound Generation.

Vladimir Iashin, Esa Rahtu

Proceedings of the 32nd British Machine Vision Conference 2021, 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

Automated Video Face Labelling for Films and TV Material.

Omkar M. Parkhi, Esa Rahtu, Qiong Cao, Andrew Zisserman

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Separating Sounds from a Single Image.

Lingyu Zhu, Esa Rahtu

CoRR, 2020

Sequential Neural Rendering with Transformer.

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

CoRR, 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

L²C - Learning to Learn to Compress.

Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Miska M. Hannuksela, Emre Aksu, Esa Rahtu

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Deep Learning Off-the-shelf Holistic Feature Descriptors for Visual Place Recognition in Challenging Conditions.

Farid Alijani, Esa Rahtu

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 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

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

End-to-End Learning for Video Frame Compression with Self-Attention.

Nannan Zou, Honglei Zhang, Francesco Cricri, Hamed R. Tavakoli, Jani Lainema, Emre Aksu, Miska M. Hannuksela, Esa Rahtu

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

Multi-modal Dense Video Captioning.

Vladimir Iashin, Esa Rahtu

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

A Better Use of Audio-Visual Cues: Dense Video Captioning with Bi-modal Transformer.

Vladimir Iashin, Esa Rahtu

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

Visually Guided Sound Source Separation Using Cascaded Opponent Filter Network.

Lingyu Zhu, Esa Rahtu

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

2019

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

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

CoRR, 2019

Multimodal Machine Learning-based Knee Osteoarthritis Progression Prediction from Plain Radiographs and Clinical Data.

Aleksei Tiulpin, Stefan Klein, Sita M. A. Bierma-Zeinstra, Jérôme Thevenot, Esa Rahtu, Joyce van Meurs, Edwin H. G. Oei, Simo Saarakkala

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

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

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

CIIDefence: Defeating Adversarial Attacks by Fusing Class-Specific Image Inpainting and Image Denoising.

Puneet Gupta, Esa Rahtu

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

MLAttack: Fooling Semantic Segmentation Networks by Multi-layer Attacks.

Puneet Gupta, Esa Rahtu

Proceedings of the Pattern Recognition, 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

Summarization of User-Generated Sports Video by Using Deep Action Recognition Features.

Antonio Tejero-de-Pablos, Yuta Nakashima, Tomokazu Sato, Naokazu Yokoya, Marko Linna, Esa Rahtu

IEEE Trans. Multim., 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

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

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

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

2017

Exploiting inter-image similarity and ensemble of extreme learners for fixation prediction using deep features.

Hamed Rezazadegan Tavakoli, Ali Borji, Jorma Laaksonen, Esa Rahtu

Neurocomputing, 2017

Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach.

Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu, Petri Lehenkari, Simo Saarakkala

CoRR, 2017

Investigating Natural Image Pleasantness Recognition using Deep Features and Eye Tracking for Loosely Controlled Human-computer Interaction.

Hamed Rezazadegan Tavakoli, Jorma Laaksonen, Esa Rahtu

CoRR, 2017

Relative Camera Pose Estimation Using Convolutional Neural Networks.

Iaroslav Melekhov, Juho Kannala, Esa Rahtu

CoRR, 2017

A Novel Method for Automatic Localization of Joint Area on Knee Plain Radiographs.

Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu, Simo Saarakkala

Proceedings of the Image Analysis - 20th Scandinavian Conference, 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

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

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

Marko Linna, Juho Kannala, Esa Rahtu

CoRR, 2016

On the Contribution of Saliency in Visual Tracking.

Iman Alikhani, Hamed Rezazadegan Tavakoli, Esa Rahtu, Jorma Laaksonen

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016), 2016

Siamese network features for image matching.

Iaroslav Melekhov, Juho Kannala, Esa Rahtu

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

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

Video Summarization Using Deep Semantic Features.

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

Proceedings of the Computer Vision - ACCV 2016, 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

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

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

Total Cluster: A person agnostic clustering method for broadcast videos.

Makarand Tapaswi, Omkar M. Parkhi, Esa Rahtu, Eric Sommerlade, Rainer Stiefelhagen, Andrew Zisserman

Proceedings of the 2014 Indian Conference on Computer Vision, 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

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

An <i>O</i>(n \log n) Cutting Plane Algorithm for Structured Output Ranking.

Matthew B. Blaschko, Arpit Mittal, Esa Rahtu

Proceedings of the Pattern Recognition - 36th German Conference, 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

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

Automatic Dynamic Texture Segmentation Using Local Descriptors and Optical Flow.

Jie Chen, Guoying Zhao, Mikko Salo, Esa Rahtu, Matti Pietikäinen

IEEE Trans. Image Process., 2013

Stochastic bottom-up fixation prediction and saccade generation.

Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

Image Vis. Comput., 2013

Fine-Grained Visual Classification of Aircraft.

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

CoRR, 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

Non Maximal Suppression in Cascaded Ranking Models.

Matthew B. Blaschko, Juho Kannala, Esa Rahtu

Proceedings of the Image Analysis, 18th Scandinavian Conference, 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

2012

Local phase quantization for blur-insensitive image analysis.

Esa Rahtu, Janne Heikkilä, Ville Ojansivu, Timo Ahonen

Image Vis. Comput., 2012

BSIF: Binarized statistical image features.

Juho Kannala, Esa Rahtu

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

TriCoS: A Tri-level Class-Discriminative Co-segmentation Method for Image Classification.

Yuning Chai, Esa Rahtu, Victor S. Lempitsky, Luc Van Gool, Andrew Zisserman

Proceedings of the Computer Vision - ECCV 2012, 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

Watermark Recovery from a Dual Layer Hologram with a Digital Camera.

Anu Pramila, Anja Keskinarkaus, Esa Rahtu, Tapio Seppänen

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

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

Learning a category independent object detection cascade.

Esa Rahtu, Juho Kannala, Matthew B. Blaschko

Proceedings of the IEEE International Conference on Computer Vision, 2011

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

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

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

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

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

Nonlinear Functionals in the Construction of Multiscale Affine Invariants.

Esa Rahtu, Mikko Salo, Janne Heikkilä

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

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

Properties of Patch Based Approaches for the Recognition of Visual Object Classes.

Alexandra Teynor, Esa Rahtu, Lokesh Setia, Hans Burkhardt

Proceedings of the Pattern Recognition, 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

2005

Affine Invariant Pattern Recognition Using Multiscale Autoconvolution.

Esa Rahtu, Mikko Salo, Janne Heikkilä

IEEE Trans. Pattern Anal. Mach. Intell., 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

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

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