crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Home
 About the project
 FAQ
 Contact
4 gif
Browsing
Basic search
Advanced search
Statistical data
Other bibliographies
Similar projects
 Catalogues and databases

Bibliographic record number: 928338

Journal

Authors: Romić, Krešimir; Galić, Irena; Leventić, Hrvoje; Nenadić, Krešimir
Title: Real-time Multiresolution Crosswalk Detection with Walk Light Recognition for the Blind
Source: Advances in Electrical and Computer Engineering (1582-7445) 18 (2018), 1; 11-20
Paper type: article
Keywords: assistive technology ; image recognition ; machine vision ; morphological operations ; object detection
Abstract:
Real-time image processing and object detection techniques have a great potential to be applied in digital assistive tools for the blind and visually impaired persons. In this paper, algorithm for crosswalk detection and walk light recognition is proposed with the main aim to help blind person when crossing the road. The proposed algorithm is optimized to work in real-time on portable devices using standard cameras. Images captured by camera are processed while person is moving and decision about detected crosswalk is provided as an output along with the information about walk light if one is present. Crosswalk detection method is based on multiresolution morphological image processing, while the walk light recognition is performed by proposed 6- stage algorithm. The main contributions of this paper are accurate crosswalk detection with small processing time due to multiresolution processing and the recognition of the walk lights covering only small amount of pixels in image. The experiment is conducted using images from video sequences captured in realistic situations on crossings. The results show 98.3% correct crosswalk detections and 89.5% correct walk lights recognition with average processing speed of about 16 frames per second.
Original language: ENG
Citation databases: Scopus
SCI-EXP, SSCI i/ili A&HCI
Science Citation Index Expanded (SCI-EXP) (sastavni dio Web of Science Core Collectiona)
Category: Znanstveni
Research fields:
Computer science
URL: http://www.aece.ro/displaypdf.php?year=2018&number=1&article=2
Broj citata:
Altmetric:
DOI: 10.4316/AECE.2018.01002
URL cjelovitog rada:
Google Scholar: Real-time Multiresolution Crosswalk Detection with Walk Light Recognition for the Blind
Contrib. to CROSBI by: Krešimir Romić (kresimir.romic@etfos.hr), 1. Ožu. 2018. u 12:15 sati



  Print version   za tiskati


upomoc
foot_4