In WSN Gallery, at Admin Panel -> Settings -> Switches there's a "show image titles" switch. When you have the show image titles switch on, images have titles displayed above them. With the switch off you see only the thumbnail, or only the image, with no title displayed. For some galleries a clean look is desired and titles just get in the way. If you're not sure what you want, it's probably best to leave it on.