Abstract Compressive sensing (CS)-based image coding has been widely studied in the field of processing. However, CS-based encoder a significant gap reconstruction performance compared with conventional compression methods. In order to improve quality encoder, we proposed an parallel block compressive (BCS) scheme, which is based on discrete Cosine transform (DCT) sparse basis matrix and partia...