I resolved this issue by rebuild the JNI code for all those beginners like me who are not NDK friendly,
All you need to install the NDK from below URL:
http://developer.android.com/tools/sdk/ndk/index.html
Please make sure that you have set the environment variables like
NDK_HOME -- \android-ndk-r9 {directory must contain `ndk-build` file}
Path -- %NDK_HOME%
open the command prompt go to the directory where JNI code exist, mine under the below path
cd C:{rootpath}\android-eye-master\jni
C:{rootpath}\android-eye-master\jni>ndk-build
Then refresh your android project in eclipse and run as Android Application.