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RGB versus HSV color spaces

Source: interviewbeginner

WHAT IT TESTS: color representation intuition. OUTLINE: RGB mixes three light channels; HSV separates hue, saturation, value so color identity decouples from brightness.

WHAT IT TESTS: whether you understand why decoupling color from intensity matters. ANSWER OUTLINE: RGB encodes color as additive red, green, blue intensities where brightness is entangled across all three; HSV separates hue (which color), saturation (how pure), and value (how bright). Because hue is largely invariant to lighting changes, HSV excels at color-based segmentation and thresholding under varying illumination. RED FLAG: thinking the spaces hold different colors, or that RGB thresholding is equally robust to shadows and highlights.

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RGB versus HSV color spaces · Tezvyn