Whenever electors of a portion of the territory embraced in any existing highway district desire that their portion be detached from the highway district and organized into a new highway district, a petition describing the territory by its boundaries, signed by not less than ten (10) electors qualified to vote at a highway district election and residing in the territory sought to be detached shall be presented to the commissioners of the highway district.