Dynamic Analogic CNN Algorithms for a Complex Recognition Task—a First Step Towards a Bionic Eyeglass

Complex, dynamic, analogic CNN algorithms are presented for detecting some objects and features in a natural scene. Though the problem is well defined, the variations in the arrangements of features and objects and the illumination cause significant problems. The task is to find doors, door-handles, signs, etc. in a given floor of a house. The solution is a first step towards making a bionic CNN eyeglass.