Dimitrios Zarpalas | DeepAI

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Petros Daras
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∙ 03/19/2023

Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations

An important line of research attempts to explain CNN image classifier p...

0 Alexandros Doumanoglou, et al. ∙

∙ 11/15/2022

Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing

We present the Cross-stitched Multi-task Unified Dual Recursive Network ...

0 Sotiris Karavarsamis, et al. ∙

∙ 07/11/2022

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

In this work we introduce a biologically inspired long-range skip connec...

15 Nikolaos Zioulis, et al. ∙

∙ 06/22/2022

Monocular Spherical Depth Estimation with Explicitly Connected Weak Layout Cues

Spherical cameras capture scenes in a holistic manner and have been used...

0 Nikolaos Zioulis, et al. ∙

∙ 12/10/2021

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

The task of transforming a furnished room image into a background-only i...

4 Vasileios Gkitsas, et al. ∙

∙ 12/01/2021

A benchmark with decomposed distribution shifts for 360 monocular depth estimation

In this work we contribute a distribution shift benchmark for a computer...

5 Georgios Albanis, et al. ∙

∙ 10/19/2021

On Coordinate Decoding for Keypoint Estimation Tasks

A series of 2D (and 3D) keypoint estimation tasks are built upon heatmap...

0 Anargyros Chatzitofis, et al. ∙

∙ 10/14/2021

DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors

In this paper, a marker-based, single-person optical motion capture meth...

0 Anargyros Chatzitofis, et al. ∙

∙ 10/14/2021

HUMAN4D: A Human-Centric Multimodal Dataset for Motions and Immersive Media

We introduce HUMAN4D, a large and multimodal 4D dataset that contains a ...

0 Anargyros Chatzitofis, et al. ∙

∙ 09/06/2021

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

Pano3D is a new benchmark for depth estimation from spherical panoramas....

9 Georgios Albanis, et al. ∙

∙ 08/01/2021

Hyper360 – a Next Generation Toolset for Immersive Media

Spherical 360 video is a novel media format, rapidly becoming adopted in...

0 Hannes Fassold, et al. ∙

∙ 02/09/2021

Serverless Streaming for Emerging Media: Towards 5G Network-Driven Cost Optimization

Immersive 3D media is an emerging type of media that captures, encodes a...

0 Konstantinos Konstantoudakis, et al. ∙

∙ 02/07/2021

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

It has been shown that global scene understanding tasks like layout esti...

0 Nikolaos Zioulis, et al. ∙

∙ 10/19/2020

SHREC 2020 track: 6D Object Pose Estimation

6D pose estimation is crucial for augmented reality, virtual reality, ro...

0 Honglin Yuan, et al. ∙

∙ 08/20/2020

DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss

In this work we consider UAVs as cooperative agents supporting human use...

8 Georgios Albanis, et al. ∙

∙ 05/16/2020

Deep Lighting Environment Map Estimation from Spherical Panoramas

Estimating a scene's lighting is a very important task when compositing ...

45 Vasileios Gkitsas, et al. ∙

∙ 04/19/2020

The Hyper360 toolset for enriched 360^∘ video

360^∘ video is a novel media format, rapidly becoming adopted in media p...

0 Hannes Fassold, et al. ∙

∙ 03/23/2020

Deep Soft Procrustes for Markerless Volumetric Sensor Alignment

With the advent of consumer grade depth sensors, low-cost volumetric cap...

12 Vladimiros Sterzentsenko, et al. ∙

∙ 09/24/2019

Restyling Data: Application to Unsupervised Domain Adaptation

Machine learning is driven by data, yet while their availability is cons...

17 Vasileios Gkitsas, et al. ∙

∙ 09/17/2019

Spherical View Synthesis for Self-Supervised 360 Depth Estimation

Learning based approaches for depth perception are limited by the availa...

2 Nikolaos Zioulis, et al. ∙

∙ 09/16/2019

360^o Surface Regression with a Hyper-Sphere Loss

Omnidirectional vision is becoming increasingly relevant as more efficie...

4 Antonis Karakottas, et al. ∙

∙ 09/03/2019

A Low-Cost, Flexible and Portable Volumetric Capturing System

Multi-view capture systems are complex systems to engineer. They require...

0 Vladimiros Sterzentsenko, et al. ∙

∙ 09/03/2019

Self-Supervised Deep Depth Denoising

Depth perception is considered an invaluable source of information for v...

48 Vladimiros Sterzentsenko, et al. ∙

∙ 07/25/2018

OmniDepth: Dense Depth Estimation for Indoors Spherical Panoramas

Recent work on depth estimation up to now has only focused on projective...

4 Nikolaos Zioulis, et al. ∙

∙ 12/08/2017

An Integrated Platform for Live 3D Human Reconstruction and Motion Capturing

The latest developments in 3D capturing, processing, and rendering provi...

0 Dimitrios S. Alexiadis, et al. ∙

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