Low-Rank and Sparse Based Deep-Fusion Convolutional Neural Network for Crowd Counting

This paper proposes an accurate crowd counting method based on convolutional neural network and low-rank and sparse structure. To this end, we firstly propose an effective deep-fusion convolutional neural network to promote the density map regression accuracy. Furthermore, we figure out that most of...

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Bibliographic Details
Main Authors: Siqi Tang, Zhisong Pan, Xingyu Zhou
Format: Article
Language:English
Published: Hindawi Limited 2017-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2017/5046727