Search Results for author: Kostas Kolomvatsos

Found 10 papers, 0 papers with code

BundleMoCap: Efficient, Robust and Smooth Motion Capture from Sparse Multiview Videos

no code implementations21 Nov 2023 Georgios Albanis, Nikolaos Zioulis, Kostas Kolomvatsos

It solves the motion capture task in a single stage, eliminating the need for temporal smoothness objectives while still delivering smooth motions.

3D human pose and shape estimation Markerless Motion Capture

Noise-in, Bias-out: Balanced and Real-time MoCap Solving

no code implementations25 Sep 2023 Georgios Albanis, Nikolaos Zioulis, Spyridon Thermos, Anargyros Chatzitofis, Kostas Kolomvatsos

By relying on a unified representation, we show that training such a model is not bound to high-end MoCap training data acquisition, and exploit the advances in marker-less MoCap to acquire the necessary data.

Representation Learning

A Pervasive Framework for Human Detection and Tracking

no code implementations17 Feb 2023 Fesatidis Georgios, Bratsos Dimitrios, Kostas Kolomvatsos

The advent of the Edge Computing (EC) leads to a huge ecosystem where numerous nodes can interact with data collection devices located close to end users.

Edge-computing Human Detection

Monitoring and Proactive Management of QoS Levels in Pervasive Applications

no code implementations11 Jun 2022 Georgios Boulougaris, Kostas Kolomvatsos

The advent of Edge Computing (EC) as a promising paradigm that provides multiple computation and analytics capabilities close to data sources opens new pathways for novel applications.

Decision Making Edge-computing +2

A Proactive Management Scheme for Data Synopses at the Edge

no code implementations22 Jul 2021 Kostas Kolomvatsos, Christos Anagnostopoulos

Our model can reveal the differences in the exchanged synopses and provide a datasets similarity map which becomes the appropriate knowledge base to support the desired processing activities.

Decision Making Edge-computing +1

An Intelligent Edge-Centric Queries Allocation Scheme based on Ensemble Models

no code implementations12 Aug 2020 Kostas Kolomvatsos, Christos Anagnostopoulos

The combination of Internet of Things (IoT) and Edge Computing (EC) can assist in the delivery of novel applications that will facilitate end users activities.

Decision Making Edge-computing +1

Data Synopses Management based on a Deep Learning Model

no code implementations1 Aug 2020 Panagiotis Fountas, Kostas Kolomvatsos, Christos Anagnostopoulos

An ecosystem of intelligent nodes is created at the EC giving the opportunity to support cooperative models.

Edge-computing Management

Proactive Tasks Management based on a Deep Learning Model

no code implementations25 Jul 2020 Kostas Kolomvatsos, Christos Anagnotopoulos

EC nodes can execute a number of tasks for data collected by devices present in the Internet of Things (IoT) infrastructure.

Decision Making Edge-computing +1

An Intelligent Scheme for Uncertainty Management of Data Synopses Management in Pervasive Computing Applications

no code implementations24 Jul 2020 Kostas Kolomvatsos

A critical issue for concluding this cooperative approach is the exchange of data synopses to have EC nodes informed about the data present in their peers.

Decision Making Edge-computing +1

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