Everything that is published in a blog or on a website automatically becomes copyrighted material, whether or not a copyright statement is displayed on the site (even the wonderful stuff on your own blog!). As far as I know, only items in Public Domain can be freely used and modified without crediting the owner or following any restrictions.
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Click here to learn more about copyrights.
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Click here for info on finding photos you can use without copyright infringement.