If you are using 'Email Field' (http://drupal.org/project/email) module then it is possible. In your view choose your email field , on Format option choose 'Email contact form' option. It wont exposes the email

If you are using the Email Field module then it is possible.

In your view choose your email field , on Format option choose the Email contact form option. It won't expose the email.