Neocognitron capable of position detection and vehicle recognition

We propose a vehicle recognition system using Neocognitron that is tolerant of deformations and shifts in position. For this system, we have developed a function of position detection and a method of supplementing partial features to occluded areas. The system recognizes multiple vehicles independently, even if vehicles are overlapped by other ones. Furthermore, it obtains positions of recognized vehicles in input images.