$ sudo apt-get update
$ sudo apt-get install libpng3 

libpng3 is installed in your system.

Make ensure the libpng3 package were installed using the commands given below,

$ sudo dpkg-query -l | grep libpng3 *

You will get with libpng3 package name, version, architecture and description in a table

libpng3 package basic information: