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• W2473807825 abstract "We interact everyday with tiny objects such as the door handle of a car or the light switch in a room. These little landmarks are barely visible and hard to localize in images. We describe a method to find such landmarks by finding a sequence of latent landmarks, each with a prediction model. Each latent landmark predicts the next in sequence, and the last localizes the target landmark. For example, to find the door handle of a car, our method learns to start with a latent landmark near the wheel, as it is globally distinctive, subsequent latent landmarks use the context from the earlier ones to get closer to the target. Our method is supervised solely by the location of the little landmark and displays strong performance on more difficult variants of established tasks and on two new tasks." @default.
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• W2473807825 date "2016-06-01" @default.
• W2473807825 modified "2023-09-25" @default.
• W2473807825 title "Learning to Localize Little Landmarks" @default.
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• W2473807825 doi "https://doi.org/10.1109/cvpr.2016.35" @default.
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