Note taking software that supports images

You can try zim .

To install zim, run this command in a terminal:

sudo apt-get install zim

What about cherry-tree.. ?? seems pretty complete to me.

Supports images and also syntax highlights (for developers)... cross-platform & portable (easy move the data between different machines/os ex:using dropbox)

http://www.giuspen.com/cherrytree/