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PERCEPTION

A photographer robot with multiview face detector

Gee-Sern Hsu

Year
2016
Citations
5

Abstract

Most photographer robots can only capture frontal-like faces, posing limitations on broader applications, especially when it is needed to capture non-frontal faces. We built a photographer robot with a multiview face detector embedded so that it can capture faces with a large range of poses. The core part of the multiview face detector is a state-of-the-art facial landmark model which can track facial features and contours and is robust to illumination variation and partial occlusion. Our photographer robot is built on the low-cost Turtlebot platform, which solves the issues of SLAM and auto-navigation. To reveal its application scope, it has been tested in various scenarios, including single and multiple persons, faces of different poses and under various lighting conditions.

Keywords

Computer visionArtificial intelligenceComputer scienceRobotLandmarkDetectorFace (sociological concept)Face detectionSimultaneous localization and mappingMobile robot

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