Esa Rahtu

发表

Inertial Odometry on Handheld Smartphones

Arno Solin, Santiago Cortés Reina, Esa Rahtu, 2017, 2018 21st International Conference on Information Fusion (FUSION).

A multiscale framework for affine invariant pattern recognition and registration

Esa Rahtu, Esa Rahtu, 2007 .

Learning a category independent object detection cascade

Matthew B. Blaschko, Esa Rahtu, Juho Kannala, 2011, 2011 International Conference on Computer Vision.

A Database for Fine-Grained Aircraft Recognition

Subhransu Maji, Matthew B. Blaschko, Andrea Vedaldi, 2013 .

Automated Video Face Labelling for Films and TV Material

Qiong Cao, Andrew Zisserman, Esa Rahtu, 2020, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Multi-modal Dense Video Captioning

Esa Rahtu, Vladimir Iashin, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Sequential View Synthesis with Transformer

Esa Rahtu, Phong Nguyen-Ha, Lam Huynh, 2020 .

Towards a Detailed Understanding of Objects and Scenes in Natural Images

Iasonas Kokkinos, Subhransu Maji, Ben Taskar, 2012 .

Automatic Dynamic Texture Segmentation Using Local Descriptors and Optical Flow

Matti Pietikäinen, Jie Chen, Guoying Zhao, 2013, IEEE Transactions on Image Processing.

Generating Object Segmentation Proposals Using Global and Local Search

Esa Rahtu, Juho Kannala, Pekka Rantalankila, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

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

Esa Rahtu, Juho Kannala, H. R. Tavakoli, 2019 .

FACEGAN: Facial Attribute Controllable rEenactment GAN pdf

Esa Rahtu, Juho Kannala, Soumya Tripathy, 2020, 2021 IEEE Winter Conference on Applications of Computer Vision (WACV).

Emotional Valence Recognition, Analysis of Salience and Eye Movements

Nicu Sebe, Janne Heikkilä, Esa Rahtu, 2014, 2014 22nd International Conference on Pattern Recognition.

Spherical Center-Surround for Video Saliency Detection Using Sparse Sampling

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2013, ACIVS.

Real-time Human Pose Estimation with Convolutional Neural Networks

Esa Rahtu, Juho Kannala, Marko Linna, 2018, VISIGRAPP.

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

Simo Saarakkala, Esa Rahtu, Aleksei Tiulpin, 2017, SCIA.

A New Affine Invariant Image Transform Based on Ridgelets

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2006, BMVC.

Convexity recognition using multi-scale autoconvolution

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Rethinking the Evaluation of Video Summaries

Esa Rahtu, Mayu Otani, Yuta Nakashima, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

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

Naokazu Yokoya, Tomokazu Sato, Esa Rahtu, 2017, IEEE Transactions on Multimedia.

L2C – Learning to Learn to Compress

Esa Rahtu, Honglei Zhang, H. R. Tavakoli, 2020, 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP).

A New Method for Affine Registration of Images and Point Sets

Esa Rahtu, Juho Kannala, Janne Heikkilä, 2005, SCIA.

Stochastic bottom-up fixation prediction and saccade generation

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2013, Image Vis. Comput..

Guiding Monocular Depth Estimation Using Depth-Attention Volume pdf

Jiri Matas, Esa Rahtu, Phong Nguyen-Ha, 2020, ECCV.

Adaptive Kalman filtering and smoothing for gravitation tracking in mobile systems

Esa Rahtu, Juho Kannala, Simo Särkkä, 2015, 2015 International Conference on Indoor Positioning and Indoor Navigation (IPIN).

DGC-Net: Dense Geometric Correspondence Network

Torsten Sattler, Marc Pollefeys, Esa Rahtu, 2018, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Uncovering Hidden Challenges in Query-Based Video Moment Retrieval pdf

Esa Rahtu, Mayu Otani, Yuta Nakashima, 2020, BMVC.

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

Simo Saarakkala, Esa Rahtu, Aleksei Tiulpin, 2019, Scientific Reports.

Learning image-to-image translation using paired and unpaired training samples

Esa Rahtu, Juho Kannala, Soumya Tripathy, 2018, ACCV.

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

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2014, ECCV Workshops.

AFFINE INVARIANT FEATURES IN PATTERN RECOGNITION

Esa Rahtu, Janne Heikkilä, Esa Rahtu, 2009 .

Rotation invariant local phase quantization for blur insensitive texture analysis

Esa Rahtu, Ville Ojansivu, Janne Heikkilä, 2008, 2008 19th International Conference on Pattern Recognition.

Multiscale Autoconvolution Histograms for Affine Invariant Pattern Recognition

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2006, BMVC.

A Simple and efficient saliency detector for background subtraction

Esa Rahtu, Janne Heikkilä, Esa Rahtu, 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

BSIF: Binarized statistical image features

Esa Rahtu, Juho Kannala, Juho Kannala, 2012, Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012).

Understanding Objects in Detail with Fine-Grained Attributes

Iasonas Kokkinos, Subhransu Maji, Ben Taskar, 2014, 2014 IEEE Conference on Computer Vision and Pattern Recognition.

Local phase quantization for blur-insensitive image analysis

Timo Ahonen, Esa Rahtu, Ville Ojansivu, 2012, Image Vis. Comput..

A new convexity measure based on a probabilistic interpretation of images

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Generalized affine moment invariants for object recogn

Jan Flusser, Esa Rahtu, Janne Heikkilä, 2006, 18th International Conference on Pattern Recognition (ICPR'06).

Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion pdf

Jiri Matas, Esa Rahtu, Lam Huynh, 2020, ArXiv.

Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP, Rome, Italy, February 27-29, 2016

Jorma Laaksonen, Esa Rahtu, H. R. Tavakoli, 2016, VISIGRAPP.

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

Matti Pietikäinen, Timo Ahonen, Esa Rahtu, 2012, Diagnostic Pathology.

Siamese network features for image matching

Esa Rahtu, Juho Kannala, Iaroslav Melekhov, 2016, 2016 23rd International Conference on Pattern Recognition (ICPR).

Real-Time Detection of Landscape Scenes

Esa Rahtu, Sami Huttunen, Janne Heikkilä, 2011, SCIA.

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

Esa Rahtu, Vladimir Iashin, Esa Rahtu, 2020, BMVC.

The Structural Form in Image Categorization

Esa Rahtu, Janne Heikkilä, Juha Hanni, 2010, VISAPP.

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

Esa Rahtu, Juho Kannala, Sami Huttunen, 2016, 2016 IEEE International Conference on Image Processing (ICIP).

On the Contribution of Saliency in Visual Tracking

Jorma Laaksonen, Esa Rahtu, H. R. Tavakoli, 2016, VISIGRAPP.

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

Esa Rahtu, Juho Kannala, Marko Linna, 2015, ACIVS.

Predicting Novel Views Using Generative Adversarial Query Network

Janne Heikkilä, Esa Rahtu, Phong Nguyen-Ha, 2019, SCIA.

Affine registration with multi-scale autoconvolution

Esa Rahtu, Juho Kannala, Janne Heikkilä, 2005, IEEE International Conference on Image Processing 2005.

Separating Sounds from a Single Image pdf

Esa Rahtu, Lingyu Zhu, Esa Rahtu, 2020, ArXiv.

Compressing Sparse Feature Vectors Using Random Ortho-Projections

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2010, 2010 20th International Conference on Pattern Recognition.

Recognition of blurred faces using Local Phase Quantization

Timo Ahonen, Esa Rahtu, Ville Ojansivu, 2008, 2008 19th International Conference on Pattern Recognition.

Image Patch Matching Using Convolutional Descriptors with Euclidean Distance pdf

Esa Rahtu, Juho Kannala, Iaroslav Melekhov, 2016, ACCV Workshops.

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

Jorma Laaksonen, Esa Rahtu, H. R. Tavakoli, 2017, ArXiv.

Bottom-Up Attention Guidance for Recurrent Image Recognition

Rao Muhammad Anwer, Esa Rahtu, Juho Kannala, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

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

Esa Rahtu, Juho Kannala, Marko Linna, 2016, ArXiv.

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

Jorma Laaksonen, Esa Rahtu, Ali Borji, 2016, Neurocomputing.

Dense and Deformable Motion Segmentation for Wide Baseline Images

Esa Rahtu, Juho Kannala, Sami S. Brandt, 2009, SCIA.

Image-Based Localization Using Hourglass Networks

Esa Rahtu, Juho Kannala, Iaroslav Melekhov, 2017, 2017 IEEE International Conference on Computer Vision Workshops (ICCVW).

Object classification with multi-scale autoconvolution

Esa Rahtu, Janne Heikkilä, Esa Rahtu, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

Sequential Neural Rendering with Transformer pdf

Esa Rahtu, Phong Nguyen-Ha, Lam Huynh, 2020, ArXiv.

Saliency Detection Using Joint Temporal and Spatial Decorrelation

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2013, SCIA.

Affine invariant pattern recognition using multiscale autoconvolution

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2005, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Fine-Grained Visual Classification of Aircraft pdf

Subhransu Maji, Matthew B. Blaschko, Andrea Vedaldi, 2013, ArXiv.

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

Esa Rahtu, Puneet Gupta, Esa Rahtu, 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

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

Luc Van Gool, Andrew Zisserman, Esa Rahtu, 2012, ECCV.

RGBD-Net: Predicting color and depth images for novel views synthesis pdf

Jiri Matas, Esa Rahtu, Lam Huynh, 2020, ArXiv.

MLAttack: Fooling Semantic Segmentation Networks by Multi-layer Attacks

Esa Rahtu, Puneet Gupta, Esa Rahtu, 2019, GCPR.

Segmenting Salient Objects from Images and Videos

Esa Rahtu, Juho Kannala, Janne Heikkilä, 2010, ECCV.

ADVIO: An authentic dataset for visual-inertial odometry pdf

Arno Solin, Santiago Cortés Reina, Esa Rahtu, 2018, ECCV.

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

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2011, SCIA.

A New Efficient Method for Producing Global Affine Invariants

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2005, ICIAP.

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

Esa Rahtu, Juho Kannala, Sami S. Brandt, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

Visually Guided Sound Source Separation using Cascaded Opponent Filter Network pdf

Esa Rahtu, Lingyu Zhu, Esa Rahtu, 2020, ACCV.

Deep Audio-Visual Saliency: Baseline Model and Data

Esa Rahtu, Juho Kannala, H. R. Tavakoli, 2020, ETRA Short Papers.

ICface: Interpretable and Controllable Face Reenactment Using GANs

Esa Rahtu, Juho Kannala, Soumya Tripathy, 2019, 2020 IEEE Winter Conference on Applications of Computer Vision (WACV).

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

Esa Rahtu, Farid Aliajni, Esa Rahtu, 2020, 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP).

Improved Blur Insensitivity for Decorrelated Local Phase Quantization

Esa Rahtu, Ville Ojansivu, Janne Heikkilä, 2010, 2010 20th International Conference on Pattern Recognition.

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

Simo Saarakkala, Esa Rahtu, Aleksei Tiulpin, 2017, Scientific Reports.

Nonlinear Functionals in the Construction of Multiscale Affine Invariants

Esa Rahtu, Janne Heikkilä, Mikko Salo, 2007, SCIA.

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

Naokazu Yokoya, Esa Rahtu, Mayu Otani, 2016, ECCV Workshops.

Watermark Recovery from a Dual Layer Hologram with a Digital Camera

Tapio Seppänen, Esa Rahtu, Anu Pramila, 2011, SCIA.

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

Esa Rahtu, Hans Burkhardt, Lokesh Setia, 2006, DAGM-Symposium.

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

Esa Rahtu, Honglei Zhang, H. R. Tavakoli, 2020, 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Local Phase Quantization for Blur Insensitive Texture Description

Esa Rahtu, Ville Ojansivu, Janne Heikkilä, 2013, Local Binary Patterns.

Non Maximal Suppression in Cascaded Ranking Models

Matthew B. Blaschko, Esa Rahtu, Juho Kannala, 2013, SCIA.

Digging Deeper Into Egocentric Gaze Prediction

Esa Rahtu, Juho Kannala, Ali Borji, 2019, 2019 IEEE Winter Conference on Applications of Computer Vision (WACV).

Temporal Saliency for Fast Motion Detection

Esa Rahtu, H. R. Tavakoli, Janne Heikkilä, 2012, ACCV Workshops.

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

Arno Solin, Santiago Cortés Reina, Esa Rahtu, 2018, 2018 IEEE Winter Conference on Applications of Computer Vision (WACV).

Applying Visual Object Categorization and Memory Colors for Automatic Color Constancy

Esa Rahtu, Juho Kannala, Janne Heikkilä, 2009, ICIAP.

Volume Local Phase Quantization for Blur-Insensitive Dynamic Texture Classification

Esa Rahtu, Janne Heikkilä, Juhani Päivärinta, 2011, SCIA.

Video Summarization Using Deep Semantic Features pdf

Naokazu Yokoya, Esa Rahtu, Mayu Otani, 2016, ACCV.

Total Cluster: A person agnostic clustering method for broadcast videos

Eric Sommerlade, Andrew Zisserman, Esa Rahtu, 2014, ICVGIP '14.

Automatic Verification of Boundary Annotations from Mechanical Turk

Matthew B. Blaschko, Esa Rahtu, Juho Kannala, 2012 .

Relative Camera Pose Estimation Using Convolutional Neural Networks pdf

Esa Rahtu, Juho Kannala, Iaroslav Melekhov, 2017, ACIVS.

An O(n \log n) Cutting Plane Algorithm for Structured Output Ranking

Matthew B. Blaschko, Esa Rahtu, Arpit Mittal, 2014, GCPR.

Leveraging Category Information for Single-Frame Visual Sound Source Separation

Esa Rahtu, Lingyu Zhu, Esa Rahtu, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Selective Probabilistic Classifier Based on Hypothesis Testing

Esa Rahtu, Heikki Huttunen, Saeed Bakhshi Germi, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

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

Esa Rahtu, Juho Kannala, Soumya Tripathy, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

Ludek Zalud, Esa Rahtu, Ales Jelinek, 2021, Sensors.

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

Esa Rahtu, H. R. Tavakoli, Nam Le, 2021, 2021 IEEE International Conference on Multimedia and Expo (ICME).

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

Esa Rahtu, Xingyang Ni, Esa Rahtu, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Sample Selection for Efficient Image Annotation

Esa Rahtu, Heikki Huttunen, Bishwo Adhikari, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Towards a Real-Time Facial Analysis System pdf

Esa Rahtu, Heikki Huttunen, Xingyang Ni, 2021, ArXiv.

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

Esa Rahtu, Lingyu Zhu, Esa Rahtu, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

Arno Solin, Esa Rahtu, Juho Kannala, 2021, 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).

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

Esa Rahtu, Nam Le, Francesco Cricri, 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Learned Video Compression with Intra-Guided Enhancement and Implicit Motion Information

Esa Rahtu, H. R. Tavakoli, Miska Hannuksela, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

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

Jiri Matas, Esa Rahtu, Lam Huynh, 2020, 2021 International Conference on 3D Vision (3DV).

Automated classification of breast cancer morphology in histopathological images

Matti Pietikäinen, Esa Rahtu, Ville Ojansivu, 2013, Diagnostic Pathology.

Terrain navigation in the magnetic landscape: Particle filtering for indoor positioning

Arno Solin, Esa Rahtu, Juho Kannala, 2016, 2016 European Navigation Conference (ENC).

Guiding Monocular Depth Estimation Using Depth-Attention Volume pdf

Jiri Matas, Esa Rahtu, Phong Nguyen-Ha, 2020, ECCV.