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Clothes Matching for Blind and Color Blind People

机译:盲人和色盲人士的服装搭配

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摘要

Matching clothes is a challenging task for blind people. In this paper, we propose a new computer vision-based technology of clothes matching to help blind or color blind people by using a pair of images from two different clothes captured by a camera. A mini-laptop or a PDA can be used to perform the texture and color matching process. The proposed method can handle clothes in uniform color without any texture, as well as clothes with multiple colors and complex textures patterns. Furthermore, our method is robust to variations of illumination, clothes rotation, and clothes wrinkles. The proposed method is evaluated on a challenging database of clothes. The matching results are displayed as audio outputs (sound or speech) to the users for "match (for both color and texture)", "color match, texture not match", "texture match, color not match", or "not match (for both color and texture)".
机译:对盲人来说,穿衣服是一项艰巨的任务。在本文中,我们提出了一种新的基于计算机视觉的衣服匹配技术,它通过使用相机捕获的两幅不同衣服的图像来帮助盲人或色盲人。微型笔记本电脑或PDA可用于执行纹理和颜色匹配过程。所提出的方法可以处理没有任何纹理的均匀颜色的衣服,以及具有多种颜色和复杂纹理图案的衣服。此外,我们的方法对于照明,衣服旋转和衣服皱纹的变化具有鲁棒性。在具有挑战性的服装数据库中对提出的方法进行了评估。匹配结果以音频输出(声音或语音)的形式显示给用户,用于“匹配(颜色和纹理都匹配)”,“颜色匹配,纹理不匹配”,“纹理匹配,颜色不匹配”或“不匹配” (颜色和纹理均适用)”。

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