Deep learning with edge computing: A review

J Chen, X Ran - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
Deep learning is currently widely used in a variety of applications, including computer vision
and natural language processing. End devices, such as smartphones and Internet-of-Things …

Real-time 2d multi-person pose estimation on cpu: Lightweight openpose

D Osokin - arxiv preprint arxiv:1811.12004, 2018 - arxiv.org
In this work we adapt multi-person pose estimation architecture to use it on edge devices.
We follow the bottom-up approach from OpenPose, the winner of COCO 2016 Keypoints …

Frugal following: Power thrifty object detection and tracking for mobile augmented reality

K Apicharttrisorn, X Ran, J Chen… - Proceedings of the 17th …, 2019 - dl.acm.org
Accurate tracking of objects in the real world is highly desirable in Augmented Reality (AR)
to aid proper placement of virtual objects in a user's view. Deep neural networks (DNNs) …

Edge intelligence: concepts, architectures, applications, and future directions

J Mendez, K Bierzynski, MP Cuéllar… - ACM Transactions on …, 2022 - dl.acm.org
The name edge intelligence, also known as Edge AI, is a recent term used in the past few
years to refer to the confluence of machine learning, or broadly speaking artificial …

[PDF][PDF] Mobile human shape superimposition: an initial approach using OpenPose

R Bajireanu, JAR Pereira, RJM Veiga… - International Journal of …, 2019 - academia.edu
When it comes to visitors at museums and heritage attractions objects speak for themselves.
Nevertheless, it is important to give those visitors the best experience possible as, this will …

[BUKU][B] Energy and Network Aware Mobile Augmented Reality

K Apicharttrisorn - 2021 - search.proquest.com
This dissertation has two main objectives--solving power and latency issues in mobile
augmented reality. For power, we showcase the power drain due to the two heaviest …

[BUKU][B] Augmented Reality on the Network Edge

X Ran - 2021 - search.proquest.com
Abstract Mobile Augmented Reality (AR) is becoming more and more popular, with the AR
market estimated to grow to $61 billion by 2023. However, there is a lack of understanding of …

Real-Time Human Body Detection and Tracking for Augmented Reality Mobile Applications

R Bajireanu - 2018 - search.proquest.com
Hoje em dia, cada vez mais experiências culturais são melhoradas tendo por base
aplicações móveis, incluindo aqueles que usam Realidade Aumentada (RA). Estas …

[PDF][PDF] REAL-TIME HUMAN BODY DETECTION AND TRACKING FOR AUGMENTED REALITY MOBILE APPLICATIONS

DJMF Rodrigues - 2018 - academia.edu
Hoje em dia, cada vez mais experiências culturais são melhoradas tendo por base
aplicações móveis, incluindo aqueles que usam Realidade Aumentada (RA). Estas …