Plane Detection Based Object Recognition for Augmented Reality

Abstract

Machine Learning and Deep Learning; subfields of Artificial Intelligence have been implemented in applications that can detect and label objects and figures such as a chair, a person or even some kinds of animals. We have developed an application that makes use of Augmented Reality, a more modest goal of Plane Detection. The purpose of this app is to label detected objects with tags and relay the information to people who are visually impaired. A significant first step towards our goal is to concentrate on Plane Detection. This technology can benefit individuals in public places by helping them reach their destination safely. The app will guide individuals in need to prevent from colliding with walls and objects by recognizing and navigating plane surfaces and physical objects.

A Multifactor Comparative Assessment of Augmented Reality Frameworks in Diverse Computing Settings

“…Carranza et al [26] propose an AR plane detection application which aims to tag detected objects by means of labeling them and relaying said tagged information to visually impaired users. However, this study did not compare plane detection accuracy spanning multiple devices or how plane detections are handled under different lighting conditions as done in the current research.…”