We will consider the problem of image reconstruction. Starting from some classical problems, we will gradually add some features to them. The main problem of image boundary reconstruction is double nonparametric due to multi-channel model and due to the object of estimation. The large sample asymptotics of the minimax risk will be discussed and asymptotically optimal estimator will be suggested.