Digital signature verification and recognition is a technology that can improve security in our day to day life.in this paper offline signature verification using neural network is projected..The use of ANN as hash function for the digital signature images offer a new approach to protect the integrity of images.Also this hash function is one-way and high collusion difficult.The technique is suitable for various applications such as bank transactions,passports etc..