Understanding the exact context of symbolic expressions of deaf and dumb people is the challenging job in real life until unless it is properly specified. This problem finds a communication gap between the people belonging to different community. The objective of this project is to identify the symbolic expression through images so that the communication gap between a normal and hearing impaired person can be easily bridged.