Why did it take scientists so long to identify dinosaurs?

I'm not quite sure, but my guess is that because some fossils or bones were broken or in the shape of an animal or something, they couldn't tell with the naked eye. It also took years for them to view the cells or anything that might give them clues with microscopes.