2 citations · 2 across the 2 of their papers we have counts for
6 papers
H-GAN: the power of GANs in your Hands
Sergiu Oprea, Giorgos Karvounas, Pablo Martinez-Gonzalez +7
We present HandGAN (H-GAN), a cycle-consistent adversarial learning approach implementing multi-scale perceptual discriminators. It is designed to translate synthetic images of han…
ReActNet: Temporal Localization of Repetitive Activities in Real-World Videos
Giorgos Karvounas, Iason Oikonomidis, Antonis Argyros
We address the problem of temporal localization of repetitive activities in a video, i.e., the problem of identifying all segments of a video that contain some sort of repetitive o…
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)…
Learning to Infer the Depth Map of a Hand from its Color Image
Vassilis C. Nicodemou, Iason Oikonomidis, Georgios Tzimiropoulos +1
We propose the first approach to the problem of inferring the depth map of a human hand based on a single RGB image. We achieve this with a Convolutional Neural Network (CNN) that…
HANDS18: Methods, Techniques and Applications for Hand Observation
Iason Oikonomidis, Guillermo Garcia-Hernando, Angela Yao +3
This report outlines the proceedings of the Fourth International Workshop on Observing and Understanding Hands in Action (HANDS 2018). The fourth instantiation of this workshop att…
Using a single RGB frame for real time 3D hand pose estimation in the wild
Paschalis Panteleris, Iason Oikonomidis, Antonis Argyros
We present a method for the real-time estimation of the full 3D pose of one or more human hands using a single commodity RGB camera. Recent work in the area has displayed impressiv…