Spiking Neural Networks are the third generation of Artificial Neural Networks and is fast gaining interest among researchers in image processing applications. The paper attempts to provide a state-of-the-art of SNNs in image processing. Several existing works have been surveyed and the probable research gap has been exposed.
J. Tressa Jose, Amudha, J., and Sanjay, G., “A Survey on Spiking Neural Networks in Image Processing”, in Advances in Intelligent Informatics, E. - S. M. El-Alfy, Thampi, S. M., Takagi, H., Piramuthu, S., and Hanne, T., Eds. Cham: Springer International Publishing, 2015, pp. 107–115.