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Compressive Line Sensing (CLS) imaging system is a compressive sensing (CS) based imaging system with the goal of developing a compact and resource efficient imaging system for the degraded visual environment. In the CLS system, each line segment is sensed independently; however, the correlation among the adjacent lines (sources) is exploited via the joint sparsity in the distributed compressing sensing model during signal reconstruction. Several different CLS prototypes have been developed. This paper discusses the development of a pulsed CLS system. Initial experimental results using this system in a turbid water environment are presented.
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Bing Ouyang, Sue Gong, Weilin Hou, Fraser R. Dalgleish, Frank M. Caimi, Anni K. Vuorenkoski, "The development of an underwater pulsed compressive line sensing imaging system," Proc. SPIE 10186, Ocean Sensing and Monitoring IX, 101860G (22 May 2017); https://doi.org/10.1117/12.2265890