Landmarks Detection to Assist the Navigation of Visually Impaired People

被引:0
|
作者
Costa, Paulo [1 ]
Fernandes, Hugo [2 ]
Vasconcelos, Veronica [3 ]
Coelho, Paulo [1 ]
Barroso, Joao [2 ,4 ]
Hadjileontiadis, Leontios [5 ]
机构
[1] Polytech Inst Leiria, Leiria, Portugal
[2] Univ Tras Montes Alto Douro, Vila Real, Portugal
[3] Polytech Inst Coimbra, Coimbra, Portugal
[4] GECAD Knowledge Engn, Decis Support Res Ctr, Oporto, Portugal
[5] Aristotle Univ Thessaloniki, Dept Elect & Comp Engn, Thessaloniki, Greece
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中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Assistive technology enables people to achieve independence in the accomplishment of their daily tasks and enhance their quality of life. Visual information is the basis for most navigational tasks, so visually impaired individuals are at disadvantage due to the lack of information or given insufficient information about their surrounding environment. With the recent advances in inclusive technology it is possible to extend the support given to people with visual disabilities during their mobility. In this context we propose a new algorithm to recognize landmarks suitably placed on sidewalks. The proposed algorithm uses a combination of Peano-Hilbert Space Filling Curves for dimension reduction of image data and Ensemble Empirical Mode Decomposition (EEMD) to pre-process the image, resulting on a fast and efficient recognition method and revealing a promising solution.
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页码:293 / 300
页数:8
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