Go talk to them.
I live in Trailwood as well. Our neighbor had 2 dogs that barked incessantly anytime it was outside. I fumed for over a year.
I would restrict how much I let my dogs out so we could limit our dogs response barking.
Their dogs would keep barking even if our dogs were inside.
I finally went and spoke with the neighbor, it has improved dramatically.
Sometimes the owners are not able to hear what you do.
Prior to calling the Police, try being a nice neighbor. 4951