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Jan 30, 2012 at 4:18 comment added Ang Zhi Ping For a video sequence, say transmitting at 25 fps, the signal statistics will not change that drastically for maybe a few seconds. So the signal-dependent basis can be transmitted once out of every n frames. Or if the characteristics of the video is known beforehand, a basis can be formed by training with representative input. I would consider a basis to have higher energy compaction if for a given mean squared error it would consistently use less basis elements to encode an image as compared to other bases.
Jan 30, 2012 at 3:16 comment added Dilip Sarwate @AngZhiPing Did you read the last sentence in bullet point 2? Perhaps you could explain in more detail what you mean by signal-dependent basis and how you manage to avoid transmitting your signal-dependent basis. And while you are at it, tell us how you are measuring energy compaction too.
Jan 30, 2012 at 2:31 comment added Ang Zhi Ping On bullet point 2, that would mean I have to transmit the basis corresponding to the entire x(t), which defeats the purpose of compression!
Jan 29, 2012 at 17:02 history edited Dilip Sarwate CC BY-SA 3.0
revised post, added material
Jan 28, 2012 at 22:33 history answered Dilip Sarwate CC BY-SA 3.0