Features

One application for the whole pipeline — calibration, stacking, deconvolution, colour and export — across lunar, solar, planetary and deep sky imaging.

The core of it

Blind deconvolution

Deconvolution is the mathematical removal of blur. To do it you need to know the shape of the blur — the Point Spread Function.

Most tools ask you to supply that shape: pick a star, set a radius, choose a wavelet layer, then judge the result by eye. BiggSky works it out from the image itself. That is what blind means here — the PSF is estimated from your own data, iteratively, alongside the corrected image.

The practical consequence is that it works where there is no usable reference star at all: the lunar surface, a solar disc, a planetary disc.

No A.I. is involved. BiggSky uses no generative or machine-learning upscaling. Detail in the output came from photons in your input — nothing is invented to fill a gap.

See it on a real frame

What that gives you

  • Automatic PSF estimation — no reference star needed
  • Multi-iteration solving, with control over how far it goes
  • Recovers real peaks and edges without blowing out highlights
  • Works on stacked results or on single frames
  • Can stack and deconvolve in a single pass
One-click processing

Or skip all of it and press one button

Every stage below is available on its own when you want control. Do It All runs the whole sequence on your files, unattended, and writes the results to a BiggSky sub-directory.

  1. Calibrate
  2. Analyze
  3. Stack Frames
  4. Remove Stars
  5. Deconvolve
  6. Color
becomes
The Do It All button, which runs the entire processing pipeline in one press
It is the same engine either way. Do It All is not a reduced or preset mode — it runs the identical pipeline, choosing the settings it would otherwise ask you for. Load a night of captures, press it once, and review the results in the morning.
Lunar, solar and planetary

Stacking video and image sequences

BiggSky reads SER and AVI video and image sequences, grades the frames, aligns them and stacks — without you placing a single alignment point.

Automation

  • Fully automated processing of multiple files
  • No need to set alignment points
  • Automatic frame percentage determination
  • Can stack and deconvolve in a single process
  • Queue a night's captures and leave it running

Cleaner output

  • Eliminates high-frequency artefacts common to other stackers
  • Eliminates the grid artefacts left by drizzle processing
  • Better deconvolution results, because there are fewer stacking artefacts to amplify
  • Can generate multiple super-resolution results in a single pass

Big files

  • Processes files of any size
  • Fastest when the SER or AVI is under half your available memory
  • Can save the aligned and warp-corrected frames as a new SER for review

Tiled processing

Atmospheric seeing is not uniform across a wide lunar or solar frame, and it changes between frames. BiggSky divides the field into local tiles, solves the distortion in each independently, and blends the tiles back together — so one soft corner does not drag down the whole image.

Long exposure

Deep sky processing

Galaxies and nebulae take the same route: calibrate, register, stack, enhance, colourise, export.

Calibration

Darks, flats and bias frames applied to your light frames before anything else happens.

Registration and stacking

Frames are aligned and combined, with poor frames graded out automatically.

Colour

Colourise the stacked result, or export the linear data and finish it in the tool you already use.

Compatibility

Reads what your camera writes

8-bit, 16-bit and 32-bit variants are supported across the still formats.

Still images

TIFF · PNG · BMP · GIF · JPEG · Camera RAW · FITS · XISF · DICOM

Video and sequences

SER · AVI · and other common movie formats · numbered image sequences

Performance

Runs on your machine

Nothing is uploaded anywhere. Your data stays on your disk.

GPU acceleration

Recent NVIDIA cards on Windows accelerate processing substantially. A separate build supports Blackwell (RTX 50-series) hardware. GPU acceleration is not available on macOS.

No MATLAB licence needed

BiggSky is built on MATLAB, but the required MATLAB Runtime ships with the installer. You do not need a MATLAB licence of your own.

In development

Coming next

BiggSky is in active beta. These are on the bench now.

Clip time limiting

Restrict processing to the best window within a long capture.

Multi-timepoint processing

Handle sequences captured across a session as a set.

Automatic flats and darks

Detect and apply calibration frames without manual pairing.

The only real test is your own data

Version . Fully featured for 30 days — no watermark, no locked features.