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What's needed is a sort of database of objects and common actions or attributes associated with them.
The company has built a smart search engine that indexes and identifies objects in an image in order to compare them with a database of objects.
While this database of objects is obviously fairly limited, it does allow for some clever tricks including making taxi cabs in photos flip around to display their undercarriage and then zoom off into space.
By using image recognition technology and the automatic crawling of a large reference database of objects, Kooaba's Smart Visuals apps can recognise printed and digital images taken with a smartphone, web cam or any other digital camera.
Five people from the team spent six months researching dictionaries and encyclopedias to create a large database of objects within the Objectnaut's framework, and then mapped out a hierarchy of data from this information.
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Objects in the "far" area are then "learned" by the robot as being obstacles or traversable areas once they are discerned up close — a process which they've made very adaptable to different situations, and which I can only assume contributes to a constantly-improving database of object data.
Our target is searching 3D databases of objects using one or multiple 2D views; this scheme will be referred to as "2D-to-3D".
The nearest neighbor search problem is fundamental in computer science, and in spite of the effort of a vast number of research groups, the instances allowing an efficient solution are reduced to databases of objects of small intrinsic dimensions.
Our approach comprises two main components: (1) a monocular SLAM algorithm that exploits object rigidity constraints to improve the map and find its real scale, and (2) a novel object recognition algorithm based on bags of binary words, which provides live detections with a database of 500 3D objects.
The researchers first searched for clusters of asteroids -- rocks all thought to come from the same collision -- using special software and a database of sky objects.
Some hope this will boost efforts to create a single searchable database of looted objects (though an International Research Portal of different national archives is a decent alternative).
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