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Now Available: Innovators Under 35 2013 See The 2013 List »

Jian Sun, 33

Better image searches

Microsoft Research Asia

Problem: Images are hard for search engines to index because computers find it difficult to identify their content. Algorithms called classifiers can sort images using statistical techniques, but that presents something of a chicken-and-egg problem: ideally, "you need millions of [classified] images to train a classifier," says Jian Sun, a researcher at Microsoft Research Asia in Beijing.

Solution: Sun developed a way to make it easy for humans to train computers in picture classification. With his system, which was recently incorporated into Microsoft's Bing Images search engine, users enter a search term--say, "cloudy sky." Using its existing classification algorithm, Bing makes its best attempt to present a grid of images that match the search term. The user can click on a nearly right image and ask to see similar pictures, repeating the process until the perfect image appears. As the user refines the search, each click is fed back into the classifier. This means the next time a user searches for "cloudy sky," Bing will immediately present a more relevant set of images than before. The system is also being used to help other researchers develop image search algorithms; incorporating results from Bing, Sun has released a training database containing 100,000 categorized images. --David Cohen

Learning machine: Bing lets users refine search results (top), producing images that better match a search term (middle). New searches will then produce better initial results (bottom).

2010 TR35 Winners

Aaron Dollar (video)

Creating flexible robotic hands

Rikin Gandhi

Educating farmers through locally produced video

Kim Hazelwood

Reëngineering software on the fly

Indrani Medhi

Building interfaces for the illiterate

Andrey Rybalchenko

Stopping software from getting stuck in loops

T. Scott Saponas

Detecting complex gestures with an armband interface

Jian Sun

Better image searches

Richard Tibbetts

Reacting to large amounts of data in real time


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