期刊论文

Yang, Bin

英文

International Journal of Wavelets, Multiresolution and Information Processing

0219-6913

2017

15

4

1750037

10.1142/S0219691317500370

This paper is supported by the National Natural Science Foundation of China (Nos. 61102108), Scientific Research Fund of Hunan Provincial Education Department (Nos. 16B225, YB2013B039), the Natural Science Foundation of Hunan Province (Nos. 2016JJ3106), Young talents program of the University of South China, the construct programof key disciplines in USC (No. NHXK04), and Scientific Research Fund of Hengyang Science and Technology Bureau (Nos. 2015KG51).

本校为第一且通讯机构

The aim of multi-focus image fusion is to create a synthetic all-in-focus image from several images each of which is obtained with different focus settings. However, if the resolution of source images is low, the fused images with traditional fusion method would be also in low-quality, which hinders further image analysis even the fused image is all-in-focus. This paper presents a novel joint multi-focus image fusion and super-resolution method via convolutional neural network (CNN). The first level network features of different source images a...