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Automatic assessment of the appearance of seam puckers using fractal dimensions Takehiro Mabuchi, Non-member , Tunehiro Aibara, Member (Hiroshima Institute of Technology) This paper presents a method for the automatic evaluation of the appearance of seam puckers on suits. We process the evaluation as pattern recognition . As the features of seam puckers we use the fractal dimensions. Since gray levels of seam puckers are often confused with those of material's texture , we distinguish seam puckers from the texture using the concept of variance . Then, fractal dimensions are calculated using the knowledge of the seam puckers. By these processes , the features are extracted efficiently. Twenty unknown suits were used for the evaluation experiment and we could obtain a result close to the one assessed by human beings.