Source of SuperResolution

TITLE:超解像 (Super Resolution)
[[ImageResize]]

- https://ja.wikipedia.org/wiki/[https://ja.wikipedia.org/wiki/%E8%B6%85%E8%A7%A3%E5%83%8F%E6%8A%80%E8%A1%93 超解像技術]


- https://infogalactic.com/info/Image_scaling
- [[Edge Based Single Image Superresolution>EdgeBasedSingleImageSuperresolution]]
-- [[FastArtifacts-FreeImageInterpolation]] > [[FCBI]] | [[ICBI]]

- Comparative Analysis of Edge Based Single Image Superresolution
--  http://www.ijcttjournal.org/Volume10/number-5/IJCTT-V10P146.pdf

- [[PixelArtScaling]]

* アルゴリズム [#v01f2155]

- [[AMD/RSR]]- FodelityFX
- [[NVIDIA/VSR]] - DLSS
- Intel Xe Super Sampling ([[XeSS]])

* 機械学習 [#ml]

- [[waifu2x]] ([[SRCNN]])

- [[EnhanceNet-PAT]]
- [[RAISR]] (Google)

- Deep Learningによる超解像の進歩
--  https://www.slideshare.net/HHiroto/deep-learning-106529202
--  https://www.slideshare.net/HHiroto/recent-progress-on-singleimage-superresolution?next_slideshow=1
-ANによる超解像がもたらす新しい方向性と「The Perception-Distortion Tradeoff」の話
--  http://keiku.hatenablog.jp/entry/2018/07/22/220158
- 第102回：超解像技術とはなにか?  ～ 各社が取り組む新映像技術を解説 ～
--  https://av.watch.impress.co.jp/docs/20081030/dg102.htm

- GANによる超解像がもたらす新しい方向性と「The Perception-Distortion Tradeoff」の話
--  http://keiku.hatenablog.jp/entry/2018/07/22/220158


- コンピュータビジョンの最新論文調査 Single Image Super-Resolution 前編
--  https://engineer.dena.jp/2019/09/cv-papers-19-single-image-super-resolution-1.html

- [[SRCNN]] | [[ESPCN]] | [[VDSR]]
-- [[FSRCNN]]  | [[ESPCN]]
- [[SRResNet]] | [[SRGAN]] | [[EDSR]]
- [[ESRGAN]]

- [[VDSR]] | [[DRCN]]
- [[DCSCN]]
- [[Lab402]]

- [[SREdgeNet]]

- [[RealSR]]

- [[Real-ESRGAN]]

- https://github.com/topics/super-resolution
- https://github.com/togheppi/pytorch-super-resolution-model-collection/blob/master/model.py

** 文字 [#pe6cbf59]

- [[TextSR]]

* 製品 [#r9838660]

- [[TopazA.I.Gigapixel]] (有料)


* その他 [#p8453a3f]

- [[Adobe/SuperResolution]]

-  DSR ([[DynamicSuperResolution]])
- [[Drizzle]]

- 超解像の未来はどうなる？2019年のサマリ論文を追ってみた
--  https://ai-scholar.tech/treatise/sisr-ai-172/


- 超 解 像 -その原理 と算法 (昭和58年)
--  https://www.jstage.jst.go.jp/article/sicejl1962/22/10/22_10_828/_pdf

- [[cre8tiveAI]]