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Exemplar-Based Inpainting Driven by Feature Vectors and Region Segmentation
Jinki PARK Jaehwa PARK Young-Bin KWON Chan-Gun LEE Ho-Hyun PARK
IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/04/01
Online ISSN: 1745-1361
Type of Manuscript: LETTER
Category: Image Processing and Video Processing
exemplar-based inpainting, Harris corner, feature vector, region segmentation,
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A new exemplar-based inpainting method which effectively preserves global structures and textures in the restored region driven by feature vectors is presented. Exemplars that belong to the source region are segmented based on their features. To express characteristics of exemplars such as shapes of structures and smoothness of textures, the Harris corner response and the variance of pixel values are employed as a feature vector. Enhancements on restoration plausibility and processing speedup are achieved as shown in the experiments.