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The above existing methods based on texture synthesis and exemplar-based inpainting generally copy pixel values to missing areas directly.
Results of pioneering work based on texture synthesis were reported by Efros et al.[21].[21]
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Guo et al. [5] summarized four primary problems about texture analysis which are respectively image classification based on texture content, image segmentation of homogeneous texture regions, texture synthesis for graphics applications, and shape information acquisition from texture cue.
Furthermore, the exemplar-based image inpainting method proposed by Criminisi et al. is a representative one based on the texture synthesis [10, 11].
The designer's message was based on texture and on neutrals treated as colors.
The merging rule based on texture information adopts the Bhattacharyya distance.
Table 1 Confusion Matrix for corrosion characterization based on texture features.
An alternative approach uses 3D point clustering based on texture information as proposed in [46].
In this paper, we present a hierarchical indexing method based on texture characterization for image retrieval.
Additionally, pixel based classification algorithms [ 14], would have difficulty segmenting choroidal vessels based on texture features only.
Such quantification based on texture analysis has been reported to be helpful for prognosis in oncological applications.
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