Joint Inference in Weakly-Annotated Image Datasets via Dense Correspondence

International Journal of Computer Vision, Volume 119, Issue 1, 2016, Pages 23-45.

Cited by: 8|Views43
EI

Abstract:

We present a principled framework for inferring pixel labels in weakly-annotated image datasets. Most previous, example-based approaches to computer vision rely on a large corpus of densely labeled images. However, for large, modern image datasets, such labels are expensive to obtain and are often unavailable. We establish a large-scale g...More

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