An Indoor Scene Classification Method for Service Robot Based on CNN Feature

Indoor scene classification plays a vital part in environment cognition of service robot. With the development of deep learning, fine-tuning CNN (Convolutional Neural Network) on target datasets has become a popular way to solve classification problems. However, this method cannot obtain satisfying...

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Bibliographic Details
Main Authors: Shaopeng Liu, Guohui Tian
Format: Article
Language:English
Published: Wiley 2019-01-01
Series:Journal of Robotics
Online Access:http://dx.doi.org/10.1155/2019/8591035
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