Extend Polygon to fill the gap between two Polygons

[GlenOlli]

So I have the following layer as a Polygon feature. Each polygon should be extended in order to fill the white gap. Lets say the big white gap should be filled by the polygons that are on each side. Is there any automated way of doing this without making edits one by one.