On the Importance of Label Quality for Semantic Segmentation

Convolutional networks (ConvNets) have become the dominant approach to semantic image segmentation. Producing accurate, pixel-level labels required for this task is a tedious and time consuming process; however, producing approximate, coarse labels could take only a fraction of the time and effort....

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Bibliographic Details
Main Authors: Zlateski, Aleksandar, Jaroensri, Ronnachai, Sharma, Prafull, Durand, Frederic
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: IEEE 2020
Online Access:https://hdl.handle.net/1721.1/124403