Jiangtherapee Super Resolution by 姜尧耕 y-g-jiang.github.io

JSR stacks a handheld burst of camera RAW frames into a single 2× super-resolution image — turning sub-pixel shake into real detail, while a four-layer deghost erases people, cars and swaying leaves and leaves the static scene untouched.JSR 把一组手持连拍的相机 RAW 合成为一张 2× 超分辨率图像,智能去移动物体重影。

Free / beta 2026-07-03 / ~146 MB / Windows x64免费 / beta 2026-07-03 / 约 146 MB / Windows x64

An air-conditioner condenser from a single frame, AHD-demosaiced: the fan grille shows moire and purple-green colour fringing. The same condenser reconstructed by JSR: the fan grille is crisp, with no moire and no colour fringing. AHD demosaicAHD 解拜尔 JSR 2×

100% crop · single template frame, AHD demosaic vs. JSR 2× — sharper, no grille moire, and the purple/green edge fringing is gone.100% 裁切 · 单张模板帧 AHD 解拜尔 对比 JSR 2×——更锐利、栅格无摩尔纹,且紫/绿边色差已消除。

Shooting & processing拍摄与处理

How to shoot.怎么拍。

Shoot a burst of about 25 frames. Brace against a railing and shoot handheld — but don't clamp it to a rig, or you lose all displacement; a classic trick is to rest your hand on the railing (or a tripod head) to cradle the lens and steady the shot. If your camera bursts at 30 fps or more, standing and hand-holding with the electronic shutter has a high success rate too. On the computer, unzip, import and merge — about ten minutes to a finished super-resolution DNG.连拍25张左右。建议靠在栏杆上手持,但不要上架子否则一点位移都没了;一个经典的拍法就是把手放在栏杆/脚架上托着镜头拍摄,这样来稳定手持。如果你的连拍速度达到30fps+,电子快门直接站立握持连拍也有很大成功率。在电脑上解压、导入、合成,大概十分钟输出超分辨率成功的dng。

With deghosting enabled, it runs slower.去鬼影开启后速度降低。

The same GREE air-conditioner condenser reconstructed by four methods: JSR (clean fan grille), Jamy-L (softer), DBSR (blurred), and Burstormer (heavy false-colour moiré).
Anti-aliasing alignment抗混叠对齐

Exceptional anti-aliasing sub-pixel alignment.尤其出色的抗混叠亚像素对齐能力。

Against every popular implementation, JSR holds the best false-colour control on a 16-frame star aliasing test.相较一切流行实现,JSR 在 16 帧星图混叠测试中拥有最好的伪色控制。

The input · homography-warped samples输入 · homography 变换后的靶样 Six frames of a synthetic achromatic spoke star target, each warped by a small homography (slight rotation and shift); the centre carries aliasing false colour.

16-frame synthetic burst, each frame a random homography (rotation ≤0.8° + shift ≤3px) of the achromatic spokes.16 帧合成连拍,每帧是消色辐条的随机 homography(旋转 ≤0.8° + 平移 ≤3px)。

False colour vs. radius假色 vs 半径

Mean false-colour chroma vs. radius (output px). Lower is better.平均假色 chroma vs 半径(输出像素)。越低越好。

RAW to RAWRAW 到 RAW

RAW in, RAW out.RAW 进,RAW 出。

A linear DNG up to 16-bit (depending on the camera): aggressive highlight recovery, and lossless deep-shadow performance.最高16位(具体取决于相机)线性DNG:激进的高光恢复算法以及无损的极暗部表现。

Three ways to develop the same forklift RAW burst: JSR 16-bit result (left, clean and sharp), a Photoshop mean stack (middle, soft), and a single shadow-lifted frame (right, noisy).
Deghosting去虚影

Movers removed, the scene intact.运动移除,场景不动。

*When deghosting is on, a deghosting-off backup is exported too.*去鬼影开启时,也输出去鬼影关闭的备份

A wet urban street reconstructed from a handheld burst; a moving car, e-bikes and umbrellas are rendered as clean single instances while the static scene stays sharp.
De-fringing去紫边

Purple and green fringes, aligned away.紫边、绿边,对齐消除。

JSR estimates and corrects lateral chromatic aberration on the fly — the coloured fringes even a good demosaic leaves along high-contrast edges are aligned out before the merge, so the result is clean to the pixel.JSR 在合成前自动估计并校正横向色差——即便高质量解拜尔也会在高对比边缘留下的彩边,被对齐消除,让结果干净到像素级。

Before/after de-fringing on a GREE air-conditioner: a single RAW frame shows rainbow false colour on the fan grille and coloured edge fringes; the Jiangtherapee Super Resolution result is clean.
Get JSR获取 JSR

Pull twice the detail out of frames you already shoot.从你本就在拍的画面里,榨出两倍细节。

Free, self-contained, Windows. Download the latest release and stack your first handheld burst.免费、自包含、Windows。下载最新版本,堆叠你的第一组手持连拍。

beta 2026-07-03 / Windows x64 / ~146 MBbeta 2026-07-03 / Windows x64 / 约 146 MB