Clothing Matching for Visually Impaired Persons.
Clothing Matching for Visually Impaired Persons.
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DOI：
10.3233/tad-2011-0313
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发表时间：
2011
影响因子：
0.5
通讯作者：
Arditi A
中科院分区：
文献类型：
--
作者：
Yuan S;Tian Y;Arditi A
对于许多盲人来说，搭配衣服是一项具有挑战性的任务。在本文中，我们提出了一个概念证明系统来解决这个问题。该系统包括1)连接到计算机以执行图案和颜色匹配过程的摄像机；2)用于系统控制和配置的语音命令；以及3)音频反馈，以提供衣服颜色和图案的匹配结果。该系统可以处理没有任何图案的缺色衣服，也可以处理多种颜色和复杂图案的衣服，以帮助盲人和色盲人士。此外，我们的方法对光照、服装旋转和褶皱的变化具有很强的鲁棒性。为了评估提出的原型，我们收集了两个具有挑战性的数据库，包括没有任何图案的衣服，以及在不同光照和旋转条件下具有多种颜色和不同图案的衣服。实验结果证明了所提出的服装匹配系统的健壮性和有效性。
Matching clothes is a challenging task for many blind people. In this paper, we present a proof of concept system to solve this problem. The system consists of 1) a camera connected to a computer to perform pattern and color matching process; 2) speech commands for system control and configuration; and 3) audio feedback to provide matching results for both color and patterns of clothes. This system can handle clothes in deficient color without any pattern, as well as clothing with multiple colors and complex patterns to aid both blind and color deficient people. Furthermore, our method is robust to variations of illumination, clothing rotation and wrinkling. To evaluate the proposed prototype, we collect two challenging databases including clothes without any pattern, or with multiple colors and different patterns under different conditions of lighting and rotation. Results reported here demonstrate the robustness and effectiveness of the proposed clothing matching system.