YES! Copyright is VERY important. Images fall under the category of INTELLECTUAL PROPERTY, they are the property of the creator no matter where you might find them (in a book, on the web, in a magazine, etc.)
Be sure the creator is willing to share their intellectual property with you before you incorporate an image into your work.
To learn more about the protections of copyright, have a look at this video (4 mins 40 secs).