Search Results for author: Theodoros Georgiou

Found 4 papers, 0 papers with code

PREPRINT: Comparison of deep learning and hand crafted features for mining simulation data

no code implementations11 Mar 2021 Theodoros Georgiou, Sebastian Schmitt, Thomas Bäck, Nan Pu, Wei Chen, Michael Lew

The output of such simulations, in particular the calculated flow fields, are usually very complex and hard to interpret for realistic three-dimensional real-world applications, especially if time-dependent simulations are investigated.

Deep Learning for Instance Retrieval: A Survey

no code implementations27 Jan 2021 Wei Chen, Yu Liu, Weiping Wang, Erwin Bakker, Theodoros Georgiou, Paul Fieguth, Li Liu, Michael S. Lew

In recent years a vast amount of visual content has been generated and shared from many fields, such as social media platforms, medical imaging, and robotics.

Content-Based Image Retrieval Instance Search +1

A Comparison of CNN and Classic Features for Image Retrieval

no code implementations25 Aug 2019 Umut Özaydın, Theodoros Georgiou, Michael Lew

Many methods use image gradients in different stages of the detection-description pipeline to describe local image structures.

Content-Based Image Retrieval Keypoint Detection +2

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