Past research has indicated that a nondestructive NIRHVI measures a number of fundamental fiber properties of wall thickness and perimeter on cottons with precision equal to the primary methods used to calibrate the NIRHVI. This feasibility study was designed to determine if the use of an NIRHVI could be extended to measuring white specks and short fiber weights and counts.