Poster: Reliable 3D Reconstruction for Ad-hoc Edge Implementations

TL;DR

This paper introduces a novel resource management strategy inspired by portfolio theory to enhance the reliability of 3D reconstruction in ad-hoc edge computing environments, addressing system disruptions that affect quality.

Contribution

It proposes a new portfolio theory-inspired approach for edge resource management to improve 3D reconstruction reliability amidst system disruptions.

Findings

Improved reconstruction reliability under system disruptions

Effective resource allocation strategy for edge environments

Enhanced quality of multi-view 3D reconstruction

Abstract

Ad-hoc edge deployments to support real-time complex video processing applications such as, multi-view 3D reconstruction often suffer from spatio-temporal system disruptions that greatly impact reconstruction quality. In this poster paper, we present a novel portfolio theory-inspired edge resource management strategy to ensure reliable multi-view 3D reconstruction by accounting for possible system disruptions.