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Look-Up Table (LUT)

Per-pixel intensity mapping for display colors, tone curves and more

Definition
A look-up table is a precomputed mapping from input intensity to output value, stored as a table indexed by input. An 8-bit input needs 256 entries, one output per possible input. Applying a LUT takes one lookup per pixel: read its value, look up the output and write it. The output can be grayscale, as in gamma correction, or RGB, as in standard false-color rendering.
Dynamic range - 16bit to 8bit normalization
Video · Primary
Supporting
Detection - Nuclei Segmentation Classic
Video · Supporting
User Interface - Image Viewer + Toolbar
Video · Supporting
A function in table form
Index by input, read off the output
Display colormaps are LUTs
Grayscale in, RGB out
Tone curves are LUTs
Gamma, contrast and brightness can all be written as LUTs
Display LUTs vs computational LUTs
Don't confuse a rendering choice with the data

Technical Details

A display LUT is an array of 256 (or 2N) entries, each holding an RGB triplet. Each pixel's intensity indexes the array and returns that pixel's display color. Linear LUTs map proportionally (green: 0→black, 255→bright green). Non-linear LUTs such as 'Fire' use multi-segment color ramps to enhance contrast in particular intensity ranges.

A display LUT does not modify the stored pixel values. Quantitative measurements are always made on the raw intensity data, never on the false-color display.

Two uses of a display LUT

LUTs serve two purposes. In a multi-channel composite they assign each channel its identity (green for GFP, red for mCherry). They can also enhance visual contrast, revealing features that are hard to see in plain grayscale. Choosing a display LUT is a presentation decision, and it must never be confused with changing the data.

Practical Example

A four-channel multiplex image uses four LUTs: DAPI nuclei in blue, CD3 T cells in green, PD-L1 in red and Ki-67 proliferation in cyan. Each channel is a separate grayscale image, and the LUTs build the false-color composite. The same raw data could be displayed with entirely different LUT assignments.

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