What is 10-bit 4:2:2 video? Bit depth and chroma subsampling explained

Color depth and chroma subsampling are probably two of the most misunderstood aspects of digital video. Trying to educate someone about them usually devolves into a simple “more is better” conclusion, without actually explaining what’s really…