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Image Restoration

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋
하위 태스크
13
평가표
3
보존된 평가 기록
17

Image Restoration is a family of inverse problems for obtaining a high quality image from a corrupted input image. Corruption may occur due to the image-capture process (e.g., noise, lens blur), post-processing (e.g., JPEG compression), or photography in non-ideal conditions (e.g., haze, motion blur).

Source: Blind Image Restoration without Prior Knowledge

평가 결과

데이터셋과 평가 조건을 선택해 성능·논문·코드를 비교하세요. 보존된 Papers with Code 기록으로, 최신 순위는 아닙니다.

CDD-11

원본 태스크: 10-shot image generation / Image Restoration

평가 기록 14건

Live1 (Quality 10 Grayscale)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 13건

LIVE1 (Quality 20 Grayscale)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 12건

ARAD-1K

원본 태스크: 10-shot image generation / Image Restoration / Spectral Reconstruction

평가 기록 11건

CAVE

원본 태스크: 10-shot image generation / Image Restoration / Spectral Reconstruction

평가 기록 10건

Flare7K

원본 태스크: 10-shot image generation / Image Restoration / Flare Removal

평가 기록 10건

KAIST

원본 태스크: 10-shot image generation / Image Restoration / Spectral Reconstruction

평가 기록 10건

3-Degradations

원본 태스크: 10-shot image generation / Image Restoration / Unified Image Restoration / Blind All-in-One Image Restoration

평가 기록 9건

5-Degradations

원본 태스크: 10-shot image generation / Image Restoration / Unified Image Restoration / Blind All-in-One Image Restoration

평가 기록 9건

LIVE1 (Quality 10 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 9건

LIVE1 (Quality 20 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 9건

Real HSI

원본 태스크: 10-shot image generation / Image Restoration / Spectral Reconstruction

평가 기록 9건

CSD

원본 태스크: 10-shot image generation / Image Restoration / Single Image Desnowing

평가 기록 6건

DIV2KRK - 4x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 6건

ICB (Quality 10 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 6건

ICB (Quality 20 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 6건

LSUI

원본 태스크: 10-shot image generation / Image Restoration / Underwater Image Restoration

평가 기록 6건

DIV2KRK - 2x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 5건

ICB (Quality 10 Grayscale)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 5건

ICB (Quality 20 Grayscale)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 5건

ICB (Quality 30 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 4건

BSD100 - 2x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

BSD100 - 4x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

LIVE1 (Quality 30 Color)

원본 태스크: 10-shot image generation / Image Restoration / JPEG Artifact Correction

평가 기록 3건

Manga109 - 2x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

Manga109 - 4x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

Set14 - 2x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

Set14 - 4x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

Set5 - 2x upscaling

원본 태스크: 10-shot image generation / Image Restoration / Blind Super-Resolution

평가 기록 3건

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.