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cs.CV2023
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…
cs.CV2019
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…