Recurrent 3D attentional networks for end-to-end active object recognition

Abstract Active vision is inherently attention-driven: an agent actively selects views to attend in order to rapidly perform a vision task while improving its internal representation of the scene being observed. Inspired by the recent success of attention-based models in 2D vision tasks based on sin...

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Bibliographic Details
Main Authors: Min Liu, Yifei Shi, Lintao Zheng, Kai Xu, Hui Huang, Dinesh Manocha
Format: Article
Language:English
Published: SpringerOpen 2019-04-01
Series:Computational Visual Media
Subjects:
Online Access:http://link.springer.com/article/10.1007/s41095-019-0135-2