PiLab-CAU / ImageProcessing-2402

Image processing repo
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[Lecture 3][1016] Notion of superpixel #18

Open haeun0814 opened 1 month ago

haeun0814 commented 1 month ago

[Lecture 3_Autoencoder] Q - The concept of superpixels has been introduced as an example of blobs. Superpixels are the most advanced version of blobs, but I want to know about the difference between blobs and superpixels. Is superpixels a type of blob?

Q2- Since the number of superpixels is smaller than the number of pixels, I would expect the size of the feature map to be smaller than the image of autoencoder on the left. But in the picture, it looks larger. I cann't understand why it is larger than left one. image

yjyoo3312 commented 1 month ago

@haeun0814

Thank you for the comment!

A1—Yepp, a superpixel can be defined as a kind of blob. We usually call a local feature with regional information a blob.

A2 - Actually, the image on the right has a smaller feature resolution. It does not have decoders, and the region directed by the arrow will denote the feature region of the two models.

image