Abstract: Now-a-days image or data is not retrieve properly in cloud because large number of problem is created, from this the data may losses. So, we choose OIRS under the compressed sensing framework, which is known for its simplicity of unifying the traditional sampling and compression for image acquisition. Data owner only need to outsource compressed image samples to cloud for reduced storage overhead. OIRS provides security, efficiency and it also reduce design complexity. In OIRS design the sparse image is taken because, it takes less memory in the database memory. By using this technique the retrieved image becomes accuracy and efficiency. The data users can easily reconstruct the original image without any loss.