Do grayscale images take less space?
Grayscale images are space-efficient, but optimized sRGB images with 4:2:0 subsampling can match their size. Y'CbCr color space in formats like JPEG allows separate optimization of brightness and color, balancing file size and visual quality effectively.
Read original articleGrayscale images typically occupy less space compared to sRGB images due to the simpler representation of each pixel. However, aggressive optimizations on the chroma channels in sRGB images can sometimes make a 4:2:0-subsampled image close in size to a grayscale image. The Y'CbCr color space is used internally in formats like JPEG/JFIF, allowing for separate optimization of the luma (brightness) and chroma (color) channels. Subsampling techniques like 4:2:0 significantly reduce file size by prioritizing luminance over color information, leveraging the human eye's sensitivity to brightness changes over color changes. While grayscale images are efficient in size, they do not offer significant gains over optimized sRGB images subsampled to 4:2:0. This optimization balance ensures reduced file sizes without compromising visual quality, making it a common practice for web image distribution. Subsampling plays a crucial role in determining the final image size, with 4:2:0 being a prevalent choice due to its effective balance between compression and visual fidelity.
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The title should reflect that. Obviously this is misleading otherwise, there are a million ways of representing grayscale in data.
Sure, you can argue just picking a color channel and making it the grayscale source is not gonna work as expected, but what if we're talking about the data off a pan sensor vs an RGB array? What about a pan sensor created by taking an RGB sensor and removing the filter so it's producing an image with 3x the resolution but in pan?
This is a complicated question.
Naively i would assume that even if you have the unnessary the C_b C_r channels in a greyscale image, they are going to compress really well since they have very little information in a greyscale image.
Yeah, half. Provided you don't store a mono sound in a stereo audiofile.
Same thing for grayscale images. If your white is a #FFFFFF instead of a #FF your picture is a color file that coincidentally displays a grayscale image.
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