Listwise View Ranking for Image Cropping

Rank-based learning with the deep neural network has been widely used for image cropping. However, the performance of ranking-based methods is often poor and this is mainly due to two reasons: 1) image cropping is a listwise ranking task rather than a pairwise comparison and 2) the rescaling caused...

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Bibliographic Details
Main Authors: Weirui Lu, Xiaofen Xing, Bolun Cai, Xiangmin Xu
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8747504/