This search engine uses wordnet to find synonyms of search terms, and hypernyms of marked-up keywords. So a search for skyscraper finds one picture and a search for structure finds the skyscraper and a load of other pictures too.
The pics are marked up in the RSS-based picture collections using markup like this:
<item rdf:about="http://www.picdiary.com/kensington/img_1926.jpg">
<foaf:depicts><wordnet:Telephone /></foaf:depicts>
</item>
Search results are actually returned in RSS; the html search page is just a wrapper around that. So you can subscribe to pictures of shops if you really want to.
Next steps: