10 citations · 19 across the 4 of their papers we have counts for
5 papers
Anticipating Object State Changes in Long Procedural Videos
Victoria Manousaki, Konstantinos Bacharidis, Filippos Gouidis +3
In this work, we introduce (a) the new problem of anticipating object state changes in images and videos during procedural activities, (b) new curated annotation data for object st…
Fusing Domain-Specific Content from Large Language Models into Knowledge Graphs for Enhanced Zero Shot Object State Classification
Filippos Gouidis, Katerina Papantoniou, Konstantinos Papoutsakis +3
Domain-specific knowledge can significantly contribute to addressing a wide variety of vision tasks. However, the generation of such knowledge entails considerable human labor and…
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…
Accurate Hand Keypoint Localization on Mobile Devices
Filippos Gouidis, Paschalis Panteleris, Iason Oikonomidis +1
We present a novel approach for 2D hand keypoint localization from regular color input. The proposed approach relies on an appropriately designed Convolutional Neural Network (CNN)…