An orthogonal matching pursuit processor for sparse-representation-based light field data compression
Yang-Ming Yeh, Chi-Ming Yeh, Ying-Yu Tseng, Yi-Chang Lu · 2016
Light field raw data collected from a camera array require large storage space on disks. To compress light field data, sparse representation is regarded as one of the top choices. In this paper, we design an Orthogonal Matching Pursuit (OMP) processor to improve computing time for finding sparse representation. The chip operates at 400 MHz and achieves 5 times speed-up when compared to the software version.