Search Results for author: Arttu Lämsä

Found 3 papers, 0 papers with code

Iterative Learning for Instance Segmentation

no code implementations18 Feb 2022 Tuomas Sormunen, Arttu Lämsä, Miguel Bordallo Lopez

Instance segmentation is a computer vision task where separate objects in an image are detected and segmented.

Instance Segmentation Segmentation +1

Video2IMU: Realistic IMU features and signals from videos

no code implementations14 Feb 2022 Arttu Lämsä, Jaakko Tervonen, Jussi Liikka, Constantino Álvarez Casado, Miguel Bordallo López

In our work, we propose the use of neural networks for the generation of realistic signals and features using human activity monocular videos.

Human Activity Recognition

Computational Graph Approach for Detection of Composite Human Activities

no code implementations5 Dec 2018 Niko Reunanen, Ville Könönen, Hermanni Hälvä, Jani Mäntyjärvi, Arttu Lämsä, Jussi Liikka

The resulting model learns 1) a representation of the atomic activities of a sport and 2) to classify physical activities as compositions of the atomic activities.

Action Detection Activity Detection

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