Projection Surfaces Detection and Image Correction for Mobile Robots in HRI

Joint Authors

Fernández-Rodicio, Enrique
González-Pacheco, Víctor
Castillo, José Carlos
Castro-González, Álvaro
Malfaz, María
Salichs, Miguel A.

Source

Journal of Sensors

Issue

Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-16, 16 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2017-07-12

Country of Publication

Egypt

No. of Pages

16

Main Subjects

Civil Engineering

Abstract EN

Projectors have become a widespread tool to share information in Human-Robot Interaction with large groups of people in a comfortable way.

Finding a suitable vertical surface becomes a problem when the projector changes positions when a mobile robot is looking for suitable surfaces to project.

Two problems must be addressed to achieve a correct undistorted image: (i) finding the biggest suitable surface free from obstacles and (ii) adapting the output image to correct the distortion due to the angle between the robot and a nonorthogonal surface.

We propose a RANSAC-based method that detects a vertical plane inside a point cloud.

Then, inside this plane, we apply a rectangle-fitting algorithm over the region in which the projector can work.

Finally, the algorithm checks the surface looking for imperfections and occlusions and transforms the original image using a homography matrix to display it over the area detected.

The proposed solution can detect projection areas in real-time using a single Kinect camera, which makes it suitable for applications where a robot interacts with other people in unknown environments.

Our Projection Surfaces Detector and the Image Correction module allow a mobile robot to find the right surface and display images without deformation, improving its ability to interact with people.

American Psychological Association (APA)

Fernández-Rodicio, Enrique& González-Pacheco, Víctor& Castillo, José Carlos& Castro-González, Álvaro& Malfaz, María& Salichs, Miguel A.. 2017. Projection Surfaces Detection and Image Correction for Mobile Robots in HRI. Journal of Sensors،Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1187061

Modern Language Association (MLA)

Fernández-Rodicio, Enrique…[et al.]. Projection Surfaces Detection and Image Correction for Mobile Robots in HRI. Journal of Sensors No. 2017 (2017), pp.1-16.
https://search.emarefa.net/detail/BIM-1187061

American Medical Association (AMA)

Fernández-Rodicio, Enrique& González-Pacheco, Víctor& Castillo, José Carlos& Castro-González, Álvaro& Malfaz, María& Salichs, Miguel A.. Projection Surfaces Detection and Image Correction for Mobile Robots in HRI. Journal of Sensors. 2017. Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1187061

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1187061