Results & Publications


Report: ATLANTIS Technical Evaluation

25 June, 2022

This report provides an overview of the technical evaluations complementing the user experiments. It provides details on the datasets and metrics used, and provides results and pointers to published results.

Report: Individual Design Walkthroughs with Professionals

25 June, 2022

This report gives an overview of the individual design walkthroughs with professionals that were conducted during the project.

Report: Subjective Evaluation of Diminshed Reality

24 June, 2022

This report gives an overview of subjective evaluation experiments to assess the perception of DR, in particular in combination with AR.

Report: User Experience (UX) Evaluation

24 June, 2022

This report gives an overview of the results of the user tests on the Atlantis tool.

Report: AI-based Indoor Scene Understanding

25 May, 2022

This report documents the approaches for designing and developing the data-driven models that drive the ATLANTIS AI services backend. 

Report: System Architecture

11 May, 2021

This report describes the overall architecture of ATLANTIS. Including the UX strategy and the design concept. Also presented is a first set of UI prototypes, as well as the first version of the technical system architecture.

Report: What will ATLANTIS look like?

29 March, 2021

This report describes the initial design work that has been conducted in the project and key design ideas/principles. A series of wireframe prototype illustrations are also included.

Report: Technical Requirements

19 January, 2021

The technical requirements are split according to the main technical ATLANTIS components, the AI services, the authoring application, and the AR application. Find out more information in the report.

Report: Meet the ATLANTIS Users

21 December, 2020

The ATLANTIS project addresses several target user categories. The report gives an overview of the personas, usage contexts and scenarios.

Report: What Will ATLANTIS Develop?

15 December, 2020

ATLANTIS will innovate beyond traditional AR authoring by adding Diminished Reality (DR) authoring capabilities in order to offer unique visual experiences.

ATLANTIS project: Info tube

30 November, 2020

On ATLANTIS info tube you can find technical results and details of the project.


Towards User Generated AR Experiences

Richard Whitehand, Nikolaos Zioulis, Giorgos Albanis, Dimitrios Zarpalas, Petros Daras, Werner Bailer

Single-Shot Cuboids: Geodesics-based End-to-end Manhattan Aligned Layout Estimation from Spherical Panoramas

Nikolaos Zioulis, Federico Alvarez, Dimitrios Zarpalas, Petros Daras

Pano3D: A Holistic Benchmark and a Solid Baseline for 360 Depth Estimation

G. Albanis, N. Zioulis, P. Drakoulis, V. Gkitsas, V. Sterzentsenko, F. Alvarez, D. Zarpalas, P. Daras

PanoDR: Spherical Panorama Diminished Reality for Indoor Scenes

V. Gkitsas, V. Sterzentsenko, N. Zioulis, G. Albanis, D. Zarpalas

Monocular Spherical Depth Estimation with Explicitly Connected WeakLayout Cues

N. Zioulis, F. Alvarez, D. Zarpalas, P. Daras

Towards Full-to-Empty Room Generation with Structure-Aware Encoding and Soft Semantic Region-Adaptive Normalization

V. Gkitsas, N. Zioulis, V. Sterzentsenko, A. Doumanoglou, D. Zarpalas

Efficient Instance Segmentation of Panoramic Images of Indoor Scenes


H. Fassold, W. Bailer

A benchmark with decomposed distribution shifts for 360 monocular depth estimation.

Georgios Albanis, Nikolaos Zioulis, Petros Drakoulis, Federico Alvarez, Dimitrios Zarpalas, Petros Daras

Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture


Nikolaos Zioulis, Georgios Albanis, Petros Drakoulis, Federico Alvarez, Dimitrios Zarpalas, Petros Daras

An AI-based system offering automatic DR-enhanced AR for indoor scenes


Georgios Albanis, Vasileios Gkitsas, Nikolaos Zioulis, Stefanie Onsori-Wechtitsch, Richard Whitehand, Per Ström, Dimitrios Zarpalas

Indoor Planning Using Diminished and Augmented Reality


Werner Bailer; Hannes Fassold; Vasileios Gkitsas; Petros Drakoulis; Dimitrios Zarpalas; Robert Huemer

ATLANTIS - Indoor Planning with Augmented and Diminished Reality


Werner Bailer, Georg Thallinger, Vasileios Gkitsas, Petros Drakoulis, Antonis Karakottas, Dimitrios Pattas, Dimitris Zarpalas, Brita Piovesan, Robert Huemer, Richard Whitehand, Per Ström