Methods of discovery new planetary nebulae based on their characteristic near-, mid- and far-infrared photometric colors are presented. We describe how these methods operate and review the results obtained. Possible bias effects introduced by the selection criteria applied are also discussed. These methods have been proved to be efficient in finding new candidate planetary nebulae in our Galaxy. Their possible application to extragalactic searches is here discussed.