DocumentCode
639034
Title
Accessible section detection for visual guidance
Author
Koester, Daniel ; Schauerte, Boris ; Stiefelhagen, Rainer
Author_Institution
Dept. of Comput. Sci., Karlsruhe Inst. of Technol., Karlsruhe, Germany
fYear
2013
fDate
15-19 July 2013
Firstpage
1
Lastpage
6
Abstract
We address the problem of determining the accessible section in front of a walking person. In our definition, the accessible section is the spatial region that is not blocked by obstacles. For this purpose, we use gradients to calculate surface normals on the depth map and subsequently determine the accessible section using these surface normals. We demonstrate the effectiveness of the proposed approach on a novel, challenging dataset. The dataset consists of urban outdoor and indoor scenes that were recorded with a handheld stereo camera.
Keywords
computer vision; handicapped aids; object detection; stereo image processing; vision defects; accessible section detection; depth map; handheld stereo camera; indoor scenes; spatial region; surface normals; urban outdoor scenes; visual guidance; visually impaired people assistance; walking person; Accuracy; Cameras; Computer vision; Image reconstruction; Kernel; Legged locomotion; Videos; Computer Vision; Guidance; Navigation; Obstacle Detection; Visually Impaired;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on
Conference_Location
San Jose, CA
Type
conf
DOI
10.1109/ICMEW.2013.6618351
Filename
6618351
Link To Document