1 code implementation • 18 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+).
no code implementations • 15 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.
no code implementations • 2 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.
1 code implementation • 4 Feb 2019 • Alexandros Stergiou, Georgios Kapidis, Grigorios Kalliatakis, Christos Chrysoulas, Remco Veltkamp, Ronald Poppe
Deep learning approaches have been established as the main methodology for video classification and recognition.