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
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;
Conference_Titel :
Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on
Conference_Location :
San Jose, CA
DOI :
10.1109/ICMEW.2013.6618351