- Publications
- Influence
Claim Your Author Page
Ensure your research is discoverable on Semantic Scholar. Claiming your author page allows you to personalize the information displayed and manage publications.
- Iaroslav Melekhov, Juha Ylioinas, Juho Kannala, Esa Rahtu
- IEEE International Conference on Computer Vision…
- 2017
In this paper, we propose an encoder-decoder convolutional neural network (CNN) architecture for estimating camera pose (orientation and location) from a single RGB-image. The architecture has a… (More)
- Zakaria Laskar, Iaroslav Melekhov, Surya Kalia, Juho Kannala
- IEEE International Conference on Computer Vision…
- 2017
We propose a new deep learning based approach for camera relocalization. Our approach localizes a given query image by using a convolutional neural network (CNN) for first retrieving similar database… (More)
- Iaroslav Melekhov, Juho Kannala, Esa Rahtu
- 23rd International Conference on Pattern…
- 2016
Finding matching images across large datasets plays a key role in many computer vision applications such as structure-from-motion (SfM), multi-view 3D reconstruction, image retrieval, and image-based… (More)
- Iaroslav Melekhov, Juho Kannala, Esa Rahtu
- ACIVS
- 2017
This paper presents a convolutional neural network based approach for estimating the relative pose between two cameras. The proposed network takes RGB images from both cameras as input and directly… (More)
- Iaroslav Melekhov, Juho Kannala, Esa Rahtu
- ACCV Workshops
- 2016
In this work we propose a neural network based image descriptor suitable for image patch matching, which is an important task in many computer vision applications. Our approach is influenced by… (More)
- Iaroslav Melekhov, Aleksei Tiulpin, Torsten Sattler, Marc Pollefeys, Esa Rahtu, Juho Kannala
- IEEE Winter Conference on Applications of…
- 2018
This paper addresses the challenge of dense pixel correspondence estimation between two images. This problem is closely related to optical flow estimation task where ConvNets (CNNs) have recently… (More)
This paper addresses the problem of determining dense pixel correspondences between two images and its application to geometric correspondence verification in image retrieval. The main contribution… (More)
Cardiothoratic ratio (CTR) estimated from chest radiographs is a marker indicative of cardiomegaly, the presence of which is in the criteria for heart failure diagnosis. Existing methods for… (More)
- Aleksei Tiulpin, Iaroslav Melekhov, Simo Saarakkala
- ArXiv
- 2019
This paper addresses the challenge of localization of anatomical landmarks in knee X-ray images at different stages of osteoarthritis (OA). Landmark localization can be viewed as regression problem,… (More)
- Zakaria Laskar, Iaroslav Melekhov, Surya Kalia, Juho Kannala
- ICCV
- 2017
We propose a new deep learning based approach for camera relocalization. Our approach localizes a given query image by using a convolutional neural network (CNN) for first retrieving similar database… (More)