Rahtu, Esa

37 publications

WACV 2025 DN-Splatter: Depth and Normal Priors for Gaussian Splatting and Meshing Matias Turkulainen, Xuqian Ren, Iaroslav Melekhov, Otto Seiskari, Esa Rahtu, Juho Kannala

WACV 2025 Heterogeneous Datasets for Unsupervised Image Anomaly Detection Juan Lagos, Haider Ali, Adnan Faroque, Esa Rahtu

ECCV 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

WACV 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

CVPR 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

AAAI 2022 A Practical Overview of Safety Concerns and Mitigation Methods for Visual Deep Learning Algorithms Saeed Bakhshi Germi, Esa Rahtu

CVPR 2022 AxIoU: An Axiomatically Justified Measure for Video Moment Retrieval Riku Togashi, Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Tetsuya Sakai

WACV 2022 HybVIO: Pushing the Limits of Real-Time Visual-Inertial Odometry Otto Seiskari, Pekka Rantalankila, Juho Kannala, Jerry Ylilammi, Esa Rahtu, Arno Solin

WACV 2022 Lightweight Monocular Depth with a Novel Neural Architecture Search Method Lam Huynh, Phong Nguyen, Jiří Matas, Esa Rahtu, Janne Heikkilä

CVPR 2022 OVE6D: Object Viewpoint Encoding for Depth-Based 6d Object Pose Estimation Dingding Cai, Janne Heikkilä, Esa Rahtu

CVPR 2022 Optimal Correction Cost for Object Detection Evaluation Mayu Otani, Riku Togashi, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Shin'ichi Satoh

WACV 2022 Single Source One Shot Reenactment Using Weighted Motion from Paired Feature Points Soumya Tripathy, Juho Kannala, Esa Rahtu

WACV 2022 V-SlowFast Network for Efficient Visual Sound Separation Lingyu Zhu, Esa Rahtu

WACV 2022 Visually Guided Sound Source Separation and Localization Using Self-Supervised Motion Representations Lingyu Zhu, Esa Rahtu

ICCV 2021 Boosting Monocular Depth Estimation with Lightweight 3D Point Fusion Lam Huynh, Phong Nguyen, Jiří Matas, Esa Rahtu, Janne Heikkilä

WACV 2021 FACEGAN: Facial Attribute Controllable rEenactment GAN Soumya Tripathy, Juho Kannala, Esa Rahtu

CVPRW 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

ICCVW 2021 On the Importance of Encrypting Deep Features Xingyang Ni, Heikki Huttunen, Esa Rahtu

CVPRW 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

ECCV 2020 Guiding Monocular Depth Estimation Using Depth-Attention Volume Lam Huynh, Phong Nguyen-Ha, Jiri Matas, Esa Rahtu, Janne Heikkilä

WACV 2020 ICface: Interpretable and Controllable Face Reenactment Using GANs Soumya Tripathy, Juho Kannala, Esa Rahtu

CVPRW 2020 Multi-Modal Dense Video Captioning Vladimir Iashin, Esa Rahtu

WACV 2019 DGC-Net: Dense Geometric Correspondence Network Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala

WACV 2019 Digging Deeper into Egocentric Gaze Prediction Hamed Rezazadegan Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji

ECCV 2018 ADVIO: An Authentic Dataset for Visual-Inertial Odometry Santiago Cortes, Arno Solin, Esa Rahtu, Juho Kannala

WACV 2018 PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation Arno Solin, Santiago Cortés Reina, Esa Rahtu, Juho Kannala

ICCVW 2017 Image-Based Localization Using Hourglass Networks Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu

ECCV 2016 Learning Joint Representations of Videos and Sentences with Web Image Search Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya

ECCVW 2016 Learning Joint Representations of Videos and Sentences with Web Image Search Mayu Otani, Yuta Nakashima, Esa Rahtu, Janne Heikkilä, Naokazu Yokoya

ECCVW 2014 Analysis of Sampling Techniques for Learning Binarized Statistical Image Features Using Fixations and Salience Hamed Rezazadegan Tavakoli, Esa Rahtu, Janne Heikkilä

CVPR 2014 Generating Object Segmentation Proposals Using Global and Local Search Pekka Rantalankila, Juho Kannala, Esa Rahtu

CVPR 2014 Understanding Objects in Detail with Fine-Grained Attributes Andrea Vedaldi, Siddharth Mahendran, Stavros Tsogkas, Subhransu Maji, Ross Girshick, Juho Kannala, Esa Rahtu, Iasonas Kokkinos, Matthew B. Blaschko, David Weiss, Ben Taskar, Karen Simonyan, Naomi Saphra, Sammy Mohamed

ECCV 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

ICCV 2011 Learning a Category Independent Object Detection Cascade Esa Rahtu, Juho Kannala, Matthew B. Blaschko

ECCV 2010 Segmenting Salient Objects from Images and Videos Esa Rahtu, Juho Kannala, Mikko Salo, Janne Heikkilä

ICCVW 2009 A Simple and Efficient Saliency Detector for Background Subtraction Esa Rahtu, Janne Heikkilä

CVPR 2008 Object Recognition and Segmentation by Non-Rigid Quasi-Dense Matching Juho Kannala, Esa Rahtu, Sami S. Brandt, Janne Heikkilä