Search Results for author: Georgios Kapidis

Found 4 papers, 2 papers with code

Class Feature Pyramids for Video Explanation

1 code implementation18 Sep 2019 Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis, Christos Chrysoulas, Ronald Poppe, Remco Veltkamp

We demonstrate the method on six state-of-the-art 3D convolution neural networks (CNNs) on three action recognition (Kinetics-400, UCF-101, and HMDB-51) and two egocentric action recognition datasets (EPIC-Kitchens and EGTEA Gaze+).

Action Recognition Temporal Action Localization

Multitask Learning to Improve Egocentric Action Recognition

no code implementations15 Sep 2019 Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas Noldus, Remco Veltkamp

We employ this idea to tackle action recognition in egocentric videos by introducing additional supervised tasks.

Action Recognition

Egocentric Hand Track and Object-based Human Action Recognition

no code implementations2 May 2019 Georgios Kapidis, Ronald Poppe, Elsbeth van Dam, Lucas P. J. J. Noldus, Remco C. Veltkamp

We acknowledge that the presence of objects is significant for the execution of actions by humans and in general for the description of a scene.

Action Recognition Object +3

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