Search Results for author: Stavros Nousias

Found 9 papers, 6 papers with code

Towards predicting Pedestrian Evacuation Time and Density from Floorplans using a Vision Transformer

1 code implementation27 Jun 2023 Patrick Berggold, Stavros Nousias, Rohit K. Dubey, André Borrmann

Conventional pedestrian simulators are inevitable tools in the design process of a building, as they enable project engineers to prevent overcrowding situations and plan escape routes for evacuation.

Deep Saliency Mapping for 3D Meshes and Applications

1 code implementation ACM Transactions on Multimedia Computing, Communications, and Applications 2023 Stavros Nousias, Gerasimos Arvanitis, Aris Lalos, Konstantinos Moustakas

Nowadays, three-dimensional (3D) meshes are widely used in various applications in different areas (e. g., industry, education, entertainment and safety).

Saliency Prediction

Patient-specific modelling, simulation and real-time processing for respiratory diseases

1 code implementation3 Jul 2022 Stavros Nousias

The first part refers to the comprehension of pulmonary pathophysiology and the mechanics of Asthma and subsequently of constrictive pulmonary conditions in general.

Management

Fast mesh denoising with data driven normal filtering using deep variational autoencoders

1 code implementation24 Nov 2021 Stavros Nousias, Gerasimos Arvanitis, Aris S. Lalos, Konstantinos Moustakas

Recent advances in 3D scanning technology have enabled the deployment of 3D models in various industrial applications like digital twins, remote inspection and reverse engineering.

Denoising

Accelerating deep neural networks for efficient scene understanding in automotive cyber-physical systems

no code implementations19 Jul 2021 Stavros Nousias, Erion-Vasilis Pikoulis, Christos Mavrokefalidis, Aris S. Lalos

Automotive Cyber-Physical Systems (ACPS) have attracted a significant amount of interest in the past few decades, while one of the most critical operations in these systems is the perception of the environment.

Model Compression object-detection +2

Efficient automated U-Net based tree crown delineation using UAV multi-spectral imagery on embedded devices

no code implementations16 Jul 2021 Kostas Blekos, Stavros Nousias, Aris S Lalos

Most of the work in the literature utilize traditional segmentation methods that require a large amount of computational and storage resources.

Image Denoising Machine Translation +1

Empowering cyberphysical systems of systems with intelligence

no code implementations5 Jul 2021 Stavros Nousias, Nikos Piperigkos, Gerasimos Arvanitis, Apostolos Fournaris, Aris S. Lalos, Konstantinos Moustakas

Cyber Physical Systems have been going into a transition phase from individual systems to a collecttives of systems that collaborate in order to achieve a highly complex cause, realizing a system of systems approach.

Decision Making Management +4

Cannot find the paper you are looking for? You can Submit a new open access paper.