A Vision-based Technique for Assisting Visually Impaired People and Autonomous Agents

被引:0
|
作者
Sluzek, Andrzej [1 ,2 ]
Paradowski, Mariusz [1 ,3 ]
机构
[1] Nanyang Technol Univ, Singapore, Singapore
[2] Nicolaus Copernicus Univ, Torun, Poland
[3] Wroclaw Univ Technol, Wroclaw, Poland
关键词
affine transforms; image matching; keypoints; image clustering; sub-image retrieval; SCALE;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The paper overviews a vision-based technique that can be instrumental in assisting visually impaired humans in their activities. This category includes both blind people and individuals unable (e.g. due to neural disabilities) to understand semantics of the perceived visual data. Alternatively, the technique can be used as a tool for autonomous agents (e.g. mobile robots) performing in complex environments. No model of the world is used, and the technique is equally suitable to both indoor and outdoor applications. From the machine vision perspective, the method consists in detecting nearly identical (i.e. photometric/geometric distortions and partial occlusions are allowed) fragments in images of unknown and unpredictable contents. The paper focuses on the machine vision aspects of the problem (theory, exemplary results, computational efficiency, etc.). The future development of actual systems assisting the handicapped is only preliminarily highlighted.
引用
收藏
页码:653 / 660
页数:8
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