46 citations · 52 across the 12 of their papers we have counts for
19 papers
A model-agnostic approach for generating Saliency Maps to explain inferred decisions of Deep Learning Models
Savvas Karatsiolis, Andreas Kamilaris
The widespread use of black-box AI models has raised the need for algorithms and methods that explain the decisions made by these models. In recent years, the AI research community…
Focusing on Shadows for Predicting Heightmaps from Single Remotely Sensed RGB Images with Deep Learning
Savvas Karatsiolis, Andreas Kamilaris
Estimating the heightmaps of buildings and vegetation in single remotely sensed images is a challenging problem. Effective solutions to this problem can comprise the stepping stone…
EscapeWildFire: Assisting People to Escape Wildfires in Real-Time
Andreas Kamilaris, Jean-Baptiste Filippi, Chirag Padubidri +5
Over the past couple of decades, the number of wildfires and area of land burned around the world has been steadily increasing, partly due to climatic changes and global warming. T…
Blockchain in agriculture
Andreas Kamilaris, Ian Cole, Francesc X. Prenafeta-Boldu
Blockchain is an emerging digital technology allowing ubiquitous financial transactions among distributed untrusted parties, without the need of intermediaries such as banks. This…
Investigation of the Cyprus donkey milk bacterial diversity by 16SrDNA high-throughput sequencing in a Cyprus donkey farm
P. Papademas, E. Kamilari, M. Aspri +4
The interest in milk originating from donkeys is growing worldwide due to its claimed functional and nutritional properties, especially for sensitive population groups, such as inf…
The pursuit of beauty: Converting image labels to meaningful vectors
Savvas Karatsiolis, Andreas Kamilaris
A challenge of the computer vision community is to understand the semantics of an image, in order to allow image reconstruction based on existing high-level features or to better a…