Inferred discovery and construction of multi-resolution images

A method and a processing device may be provided for discovering and constructing multi-resolution images. Content, including an image, may be obtained from a specified address via a network and rendered to a display monitor of the processing device. The processing device may attempt to discover a second image, corresponding to the image included in the obtained content, but with a different resolution than a resolution of the image included in the obtained content. If the second image is discovered, the second image and the image included in the obtained content may be linked to create a multi-resolution image. If the image included in the content rendered to the display monitor is enlarged beyond a threshold, the rendered image may become pixelated. A high resolution image corresponding to and linked to the rendered image may be blended into the enlarged rendered image to eliminate pixelation.