artical pictures linkink

hello admin,

i am facing a problem that the pictures which are showing in articals are automatically linking themselves to its original size pictures. i want to remove all the linking because i have some issue with SEF so it automatically redirect everylink to my home page which display some errors;

take a look on the following site.

http://www.wateen.net

also suggest me through i can enhance the site speed.