Abstract: A Group III-Nitride (III-N) device structure is provided comprising: a heterostructure having three or more layers comprising III-N material, an anode n+ region and a cathode comprising donor dopants, wherein the anode n+ region and the cathode are on the first layer of the heterostructure and wherein the anode n+ region and the cathode extend beyond the heterostructure, and an anode metal region within a recess that extends through two or more of the layers, wherein the anode metal region is in electrical contact with the first layer, wherein the anode metal region comprises a first width within the recess and a second width beyond the recess, and wherein the anode metal region is coupled with the anode n+ region. Other embodiments are also disclosed and claimed.

Abstract: Techniques related to no-reference image and video quality evaluation are discussed. Such techniques may include generating, for a still image or video frame, features including a natural scene statistics based feature and an image quality based feature and determining an image evaluation indicator associated with the still image or video frame based on a mapping of the generated features to the image evaluation indicator.