Question: [ Vector Quantization ] Please consider the 4 pixel by 4 pixel image below: 202,118,148 237,141,151 250,172,164 239,166,169 122,41,36 175,53,18 228,118,43 233,134,60 70,49,62 86,35,49 150,39,43

[Vector Quantization] Please consider the 4 pixel by 4 pixel image below:

202,118,148

237,141,151

250,172,164

239,166,169

122,41,36

175,53,18

228,118,43

233,134,60

70,49,62

86,35,49

150,39,43

169,58,56

151,132, 233

169,135,244

179,135,244

174,139,244

The table contains the RGB values of the sixteen pixels. All RGB values are in 8-bit, i.e. from 0 to 255. By using K-means clustering, we aim to quantize the image into 4 levels of color.

With the assistance of programming (or Excel, or otherwise), compute a reasonable final set of quantization levels for the image. You can use whatever programming language you are familiar with.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!