刺繡織物的自動化色彩與紋理分析系統

Automatic Color and Texture Analysis System of Embroidery fabrics

鄭平進(Ping-Chin Cheng)

指導教授 ： 施中揚

崑山科技大學/工程學院/材料工程研究所/碩士(2011年)

https://doi.org/10.6828/KSU.2011.00073

摘要

本研究提出一種刺繡織物彩色影像自動化分色與紋理分析方法，首先以掃描器取得刺繡織物RGB的彩色影像，再把RGB影像轉換成HSI色彩空間影像。再以小波轉換進行彩色刺繡織物影像的前處理，接著再以FCM聚類法進行區域分裂的分色，最後在紋理分析上是以邊緣偵測及Hough轉換的方式進行。由實驗結果可看出本研究的方法適用於刺繡織物的分色以及紋理分析。

關鍵字

刺繡織物 ； 分色 ； 紋理分析

並列摘要

This paper presents an automated color and texture image analysis system of embroidery fabrics. First, a scanner is used to obtain the digitized color image of printed fabric in RGB mode, and the image was converted to the digitized color image in HSI mode. Then got the pre-processed fabric images by wavelet transform. The FCM clustering method was employed to run color separation and region separation. The texture analysis is based in edge detection and Hough transform approach to texture feature is obtained. The results of this study can be seen that the method can be applied to embroidery color and texture analysis.

並列關鍵字

Embroidery fabrics ； Color separation ； texture analysis

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