Image Processing & Correction

Channel

One color, one fluorophore, one stain — the single dimension along which you can read intensity

Definition
A channel is one dimension of a multi-channel image — one grayscale layerLoading... stacked with others to form the full picture. An RGB image has three channels (red, green, blue). A fluorescence image has one channel per fluorophore — DAPI, FITC, Cy5, and so on. Each channel is a separate intensity image; the stack is the composite. Most BOM analysis engines act on channels one at a time, because the question being asked is usually "how much is in *this* channel" — not "how much is in all of them combined."
User Interface - Dimensions (8bit FL)
Video · Primary
Supporting
Pre processing - Basic - Virtual Channel
Video · Supporting
Dynamic range - 16bit to 8bit normalization
Video · Supporting
import data - FL Folder of images
Video · Supporting
Stacked grayscales
Each channel is its own image
Engines run per channel
One pass each, by default
Channel order matters
Index by name, not position

Working with channels

The first step of most multi-channel pipelines is to peel the channels apart. The Extract channelLoading... engine grabs one named or indexed channel as a grayscale imageLoading... you can feed into the rest of the pipeline. The Extract strongest channelLoading... variant picks the channel with the highest signal at each pixel — useful for combined visualizations but rarely for quantitative analysis.

Going the other direction: Set channels to RGBLoading... bundles three grayscale channels into an RGB image for display. Swap channelsLoading... reorders them. None of these change the underlying intensity data; they're channel arithmetic.

For RGB color imagesLoading..., the three channels aren't independent — they encode color as a trichromatic representation, and converting to a different color spaceLoading... reshuffles the channels in nonlinear ways. For fluorescence, channels generally are independent: each fluorophore reports a different molecular species, and the analysis treats them separately.

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