From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception

no code implementations • 6 Dec 2023 • Petros Toupas, Georgios Tsamis, Dimitrios Giakoumis, Konstantinos Votis, Dimitrios Tzovaras

These robots heavily rely on Human Action Recognition (HAR) to interpret human actions and intentions.

Action Recognition Human Detection +1

Image-based Natural Language Understanding Using 2D Convolutional Neural Networks

no code implementations • 24 Oct 2018 • Erinc Merdivan, Anastasios Vafeiadis, Dimitrios Kalatzis, Sten Hanke, Johannes Kropf, Konstantinos Votis, Dimitrios Giakoumis, Dimitrios Tzovaras, Liming Chen, Raouf Hamzaoui, Matthieu Geist

We propose a new approach to natural language understanding in which we consider the input text as an image and apply 2D Convolutional Neural Networks to learn the local and global semantics of the sentences from the variations ofthe visual patterns of words.

General Classification Natural Language Understanding +4