It's the attitude of their owner. LZ said he can tolerate it if the neighbour just keep their dogs in the back yard. That's a reasonable proposal and a neighbourly gesture of compromise. The problem as I see, is that the neighbour simply refused to even consider and didn't leave any room for further discussion.
People like that needs a lesson, either through litigation or a $2 dog whistle.