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

Md Nurul Absur, Swastik Brahma, Saptarshi Debroy

TL;DR

A novel portfolio theory-inspired edge resource management strategy to ensure reliable multi-view 3D reconstruction by accounting for possible system disruptions is presented.

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.

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

TL;DR

A novel portfolio theory-inspired edge resource management strategy to ensure reliable multi-view 3D reconstruction by accounting for possible system disruptions is presented.

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.

Paper Structure

This paper contains 4 sections, 1 equation, 3 figures.

Table of Contents

  1. Introduction
  2. System Model and Problem Formulation
  3. Experiments and Initial Results
  4. Conclusions

Figures (3)

  • Figure 1: Multi-view 3D reconstruction of an outdoor scene hosted at 'Just-in-time' edge environment
  • Figure 2: Image samples from the captured multi-view dataset.
  • Figure 3: Reliability of reconstruction quality comparison between portfolio theoretic vs. baseline approaches.