Appearance invariance in convolutional networks with neighborhood similarity

Tolga Tasdizen, Mehdi Sajjadi, Mehran Javanmardi +1

We present a neighborhood similarity layer (NSL) which induces appearance invariance in a network when used in conjunction with convolutional layers. We are motivated by the observ…