Abstract:
Digital image inpainting technique could provide substantial support for future restoration of images. However, much less effort has been devoted to the development of im...Show MoreMetadata
Abstract:
Digital image inpainting technique could provide substantial support for future restoration of images. However, much less effort has been devoted to the development of image inpainting evaluation. In this paper, we proposed a novel objective metric for assessing the quality of color image inpainting which takes into account some constraints and characteristics related to the specific objectives of inpainting approaches. The used characteristics are the visual coherence of the recovered regions and the visual saliency describing the visual importance of the area. A series of psychophysical experiments have been conducted to evaluate the performance of the proposed image quality index. The results show that the proposed image quality metric is well adapted for image quality inpainting evaluation.
Published in: 2013 Colour and Visual Computing Symposium (CVCS)
Date of Conference: 05-06 September 2013
Date Added to IEEE Xplore: 10 October 2013
Electronic ISBN:978-1-4799-0609-3
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- IEEE Keywords
- Index Terms
- Color Images ,
- Visual Coherence ,
- Image Quality ,
- Quality Metrics ,
- Image Inpainting ,
- Image Quality Metrics ,
- Image Quality Index ,
- First Category ,
- Subjective Evaluation ,
- Color Space ,
- Reference Image ,
- Part Of The Image ,
- Human Observers ,
- Masked Images ,
- Spearman Rank-order Correlation ,
- Saliency Map ,
- Rest Of The Image ,
- Mean Opinion Score ,
- Undesirable Artifacts ,
- Coherence Map
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Color Images ,
- Visual Coherence ,
- Image Quality ,
- Quality Metrics ,
- Image Inpainting ,
- Image Quality Metrics ,
- Image Quality Index ,
- First Category ,
- Subjective Evaluation ,
- Color Space ,
- Reference Image ,
- Part Of The Image ,
- Human Observers ,
- Masked Images ,
- Spearman Rank-order Correlation ,
- Saliency Map ,
- Rest Of The Image ,
- Mean Opinion Score ,
- Undesirable Artifacts ,
- Coherence Map
- Author Keywords