Line-based compressive sensing for low-power visual applications

摘要

In digital signal processing systems, images are usually first transformed into digital signals and then compressed using standard codec algorithms like JPEG, JPEG 2000, MPEG and others. Most of these conventional algorithms require a significant amount of processing and hence computing power, which increases the encoder's energy consumption, making them unsuitable for low- power applications such as wireless or visual sensor networks.