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2019 Winter
19.1.23 ESPCN 논문 분석 중 이해하지 못한 점을 올립니다.(공유된 것 포함)
Basic model을 학습시키는 데 어려웠던 이유가
여러 scale factor를 학습한 모델이 단일 scale factor를 학습한 모델보다 성능이 비슷하거나 좋은것은/ 큰 scale factor에 대해 성능이 더 좋게 나타나는 것은 인수분해 같은걸로 이해하면 되는건가?
4를 학습한 모델이 한번에 4배 시키는거면
234를 학습한 모델은 *2->*3->*4 를 거친다던가 아니면 22 이렇게 거친다던가 하는...
Sub-Pixel Layout for Super-Resolution with Images in the Octic Group
https://www.youtube.com/watch?v=Ad1U6VPQh20
interpolation methods
https://www.slideshare.net/alokahuti/super-resolution-46106868
VDSR이 layer가 20개로 SRCNN보다 훨씬 더 많은데 inference time이 더 빠른 이유가 무엇인지?
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