124 citations · 166 across the 9 of their papers we have counts for
3 papers · 1 filter
Recognizing Unseen States of Unknown Objects by Leveraging Knowledge Graphs
Filipos Gouidis, Konstantinos Papoutsakis, Theodore Patkos +2
We investigate the problem of Object State Classification (OSC) as a zero-shot learning problem. Specifically, we propose the first Object-agnostic State Classification (OaSC) meth…
Detecting Object States vs Detecting Objects: A New Dataset and a Quantitative Experimental Study
Filippos Gouidis, Theodore Patkos, Antonis Argyros +1
The detection of object states in images (State Detection - SD) is a problem of both theoretical and practical importance and it is tightly interwoven with other important computer…
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning
Filippos Gouidis, Alexandros Vassiliades, Theodore Patkos +3
Object perception is a fundamental sub-field of Computer Vision, covering a multitude of individual areas and having contributed high-impact results. While Machine Learning has bee…