When the dainty pup named Kiwi was caught sneaking a drink from a bedside glass, her reaction was too cute to stay mad.

This problem is becoming harder in unstable environments such as laying, lighting, etc. In this paper, we present novel face and facial expression recognition descriptors called HDG (Histogram of ...