PMID- 22859090 OWN - NLM STAT- MEDLINE DCOM- 20121214 LR - 20181023 IS - 1539-4794 (Electronic) IS - 0146-9592 (Linking) VI - 37 IP - 15 DP - 2012 Aug 1 TI - Compressed sensing with linear-in-wavenumber sampling in spectral-domain optical coherence tomography. PG - 3075-7 LID - 10.1364/OL.37.003075 [doi] AB - We propose a novel method called compressed sensing with linear-in-wavenumber sampling (k-linear CS) to retrieve an image for spectral-domain optical coherence tomography (SD-OCT). An array of points that is evenly spaced in wavenumber domain is sampled from an original interferogram by a preset k-linear mask. Then the compressed sensing based on l1 norm minimization is applied on these points to reconstruct an A-scan data. To get an OCT image, this method uses less than 20% of the total data as required in the typical process and gets rid of the spectral calibration with numerical interpolation in traditional CS-OCT. Therefore k-linear CS is favorable for high speed imaging. It is demonstrated that the k-linear CS has the same axial resolution performance with ~30 dB higher signal-to-noise ratio (SNR) as compared with the numerical interpolation. Imaging of bio-tissue by SD-OCT with k-linear CS is also demonstrated. FAU - Zhang, Ning AU - Zhang N AD - State Key Laboratory of Low-Dimensional Quantum Physics and Laboratory of Atomic and Molecular Nanosciences, Department of Physics, Tsinghua University, Beijing, China. FAU - Huo, Tiancheng AU - Huo T FAU - Wang, Chengming AU - Wang C FAU - Chen, Tianyuan AU - Chen T FAU - Zheng, Jing-gao AU - Zheng JG FAU - Xue, Ping AU - Xue P LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't PL - United States TA - Opt Lett JT - Optics letters JID - 7708433 SB - IM MH - Algorithms MH - Humans MH - Image Processing, Computer-Assisted/*methods MH - Interferometry MH - Onions/cytology MH - Skin/cytology MH - Tomography, Optical Coherence/*methods EDAT- 2012/08/04 06:00 MHDA- 2012/12/15 06:00 CRDT- 2012/08/04 06:00 PHST- 2012/08/04 06:00 [entrez] PHST- 2012/08/04 06:00 [pubmed] PHST- 2012/12/15 06:00 [medline] AID - 239913 [pii] AID - 10.1364/OL.37.003075 [doi] PST - ppublish SO - Opt Lett. 2012 Aug 1;37(15):3075-7. doi: 10.1364/OL.37.003075.