118 citations · 321 across the 37 of their papers we have counts for
9 papers · 1 filter
Image Patch Matching Using Convolutional Descriptors with Euclidean Distance
Iaroslav Melekhov, Juho Kannala, Esa Rahtu
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…
Automatic Knee Osteoarthritis Diagnosis from Plain Radiographs: A Deep Learning-Based Approach
Aleksei Tiulpin, Jérôme Thevenot, Esa Rahtu +2
Knee osteoarthritis (OA) is the most common musculoskeletal disorder. OA diagnosis is currently conducted by assessing symptoms and evaluating plain radiographs, but this process s…
Summarization of User-Generated Sports Video by Using Deep Action Recognition Features
Antonio Tejero-de-Pablos, Yuta Nakashima, Tomokazu Sato +3
Automatically generating a summary of sports video poses the challenge of detecting interesting moments, or highlights, of a game. Traditional sports video summarization methods le…
PIVO: Probabilistic Inertial-Visual Odometry for Occlusion-Robust Navigation
Arno Solin, Santiago Cortes, Esa Rahtu +1
This paper presents a novel method for visual-inertial odometry. The method is based on an information fusion framework employing low-cost IMU sensors and the monocular camera in a…
Investigating Natural Image Pleasantness Recognition using Deep Features and Eye Tracking for Loosely Controlled Human-computer Interaction
Hamed R. Tavakoli, Jorma Laaksonen, Esa Rahtu
This paper revisits recognition of natural image pleasantness by employing deep convolutional neural networks and affordable eye trackers. There exist several approaches to recogni…
Image-based Localization using Hourglass Networks
Iaroslav Melekhov, Juha Ylioinas, Juho Kannala +1
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 arch…