Savvas Karatsiolis | DeepAI

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Featured Co-authors

Andreas Kamilaris
20 publications
Jesper Provoost
3 publications
Ian Cole
2 publications
Chirag Padubidri
2 publications
Sarah Kentsch
1 publication
Luca Tomhave
1 publication
Maximo Larry Lopez Caceres
1 publication
Corjan van den Brink
1 publication
Jean-Baptiste Filippi
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Wouter Couwenbergh
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Evi Demetriou
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∙ 09/19/2022

A model-agnostic approach for generating Saliency Maps to explain inferred decisions of Deep Learning Models

The widespread use of black-box AI models has raised the need for algori...

6 Savvas Karatsiolis, et al. ∙

∙ 05/09/2022

Exploiting Digital Surface Models for Inferring Super-Resolution for Remotely Sensed Images

Despite the plethora of successful Super-Resolution Reconstruction (SRR)...

3 Savvas Karatsiolis, et al. ∙

∙ 04/22/2021

Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning

Estimating the heightmaps of buildings and vegetation in single remotely...

18 Savvas Karatsiolis, et al. ∙

∙ 02/23/2021

EscapeWildFire: Assisting People to Escape Wildfires in Real-Time

Over the past couple of decades, the number of wildfires and area of lan...

4 Andreas Kamilaris, et al. ∙

∙ 08/03/2020

The pursuit of beauty: Converting image labels to meaningful vectors

A challenge of the computer vision community is to understand the semant...

0 Savvas Karatsiolis, et al. ∙

∙ 07/17/2020

Identification of Tree Species in Japanese Forests based on Aerial Photography and Deep Learning

Natural forests are complex ecosystems whose tree species distribution a...

21 Sarah Kentsch, et al. ∙

∙ 08/18/2019

Training Deep Learning Models via Synthetic Data: Application in Unmanned Aerial Vehicles

This paper describes preliminary work in the recent promising approach o...

0 Andreas Kamilaris, et al. ∙

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