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Style Transfer Learning using Image Segmentation Awareness
이미지 분할 인식을 이용한 스타일 전이 학습

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Authors
차민철
Advisor
이재욱
Major
공과대학 산업공학과
Issue Date
2018-02
Publisher
서울대학교 대학원
Keywords
Segment style transferPixel-wise segmentationSegment matchingImage reconstruction
Description
학위논문 (석사)-- 서울대학교 대학원 : 공과대학 산업공학과, 2018. 2. 이재욱.
Abstract
Recently, there are many studies in image style transfer. Image style transfer method transfers the style to the content image. However, it has a problem that it transfers the same style in different semantics. Thus, we proposed a new method named 'Segment style transfer'. Our method is composed of 4 phases: 'Image Segmentation', 'Segment Matching', 'Segment Style Transfer', and 'Segment Merging'. Our Segment style transfer method improves the existing image style transfer in that it does not make the transferred image heterogeneous and improve the image quality.
Language
English
URI
http://hdl.handle.net/10371/141444
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College of Engineering/Engineering Practice School (공과대학/대학원)Dept. of Industrial Engineering (산업공학과)Theses (Master's Degree_산업공학과)
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