There are two way to replace the default still mobile image in home video section:

1. replace  /images/video-placeholder.jpg (path relative to theme folder) or

2. add the following CSS code in  theme options -> styling options -> custom CSS

.video-section {

   background-image: url('add here the url after you uploaded the image somewhere');
}