3 papers
cs.CV2020
Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation
Iason Katsamenis, Eftychios Protopapadakis, Anastasios Doulamis +2
Corrosion detection on metal constructions is a major challenge in civil engineering for quick, safe and effective inspection. Existing image analysis approaches tend to place boun…
cs.CV2020
Semi-Supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications
Eftychios Protopapadakis, Anastasios Doulamis, Nikolaos Doulamis +1
A combinatory approach of two well-known fields: deep learning and semi supervised learning is presented, to tackle the land cover identification problem. The proposed methodology…
cs.LG2016
Decision making via semi-supervised machine learning techniques
Eftychios Protopapadakis
Semi-supervised learning (SSL) is a class of supervised learning tasks and techniques that also exploits the unlabeled data for training. SSL significantly reduces labeling related…