NOVA Processing Handbook

A growing process-first reference. 11 methods published now, with explicit sources, equivalence, measurements, and validation history; additional chapters will appear when their evidence is ready.

Processing methods

Pedestal Removal

Remove a known residual constant electronic offset without confusing legitimate sky signal, noise, interpolation, or an isolated dark pixel with that offset.

revision 1 · 4 tool paths

Subframe Inspection, Scoring, and Culling

Inspect comparable light frames before integration, exclude clearly damaging frames, and preserve as much useful integration time as the evidence supports.

revision 1 · 4 tool paths

Registration, Alignment, Coverage, and Mosaics

Place eligible exposures on a common sky grid while retaining an honest record of their overlap, so later integration and crop decisions compare like with like.

revision 1 · 4 tool paths

Stacking, Integration, Weighting, and Rejection

Combine a declared set of registered exposures so persistent astronomical signal accumulates while normalization, weighting, and pixel-level outlier rejection limit noise and transient defects.

revision 1 · 4 tool paths

Cosmetic Correction

Identify and replace isolated defective pixels or very small residual defects without treating stars, compact structure, or ordinary noise as defects.

revision 1 · 4 tool paths

Background Extraction

Model and remove unwanted large-scale background variation while preserving faint astronomical signal that occupies the same image.

revision 2 · 10 tool paths

Color Calibration

Derive reproducible channel scaling from catalog spectra, the imaging system response, and an explicit white reference instead of balancing color by eye.

revision 1 · 4 tool paths

Deconvolution

Recover spatial detail blurred by seeing and optics on linear data, before stretch makes the blur visually obvious and harder to separate from noise.

revision 1 · 4 tool paths

Denoise

Reduce photon and read noise on linear data before stretch amplifies it, without erasing the faint real structure that lives in the same tonal range as the noise.

revision 1 · 4 tool paths

Star Correction

Correct star shape -- roundness and elongation, including the FWHM inflation denoise introduces -- without sharpening or deblurring the background or nebulosity.

revision 1 · 4 tool paths

Stretch

Convert linear data -- where almost all real signal sits near zero and is invisible on a normal display -- into a non-linear image a human can actually see, without crushing the sky, clipping stars, or hiding the shape of the stretch curve's own tradeoffs.

revision 1 · 8 tool paths