1. Department of Precision Machinery and Precision Instrumentation, University of Science and Technology of China, Hefei 230026, China 2. Key Laboratory of Computational Optical Imaging Technology, Academy of Opto-Electronics, Chinese Academy of Sciences, Beijing 100094, China
Abstract:As a novel imaging spectrometry, computational imaging spectrometry(CIS)has the advantages of high throughput, snapshot imaging etc. However, there is little research on imaging quality evaluation of CIS system. In the present paper, a quantitive evaluation method for imaging quality of CIS system was presented. ISO 12233 chart was used as the objective source, and then imaging and reconstruction of the spatial-spectral information was provided. Calculating modulation transfer functions (MTFs) for the reconstructed images was considered as the criterion of the imaging quality evaluation of CIS system. The result shows that MTFs for single-frame sampling decrease rapidly with the aliasing spectral number increasing. When the number of the aliasing spectra is 9, MTF for the reconstructed image decreases by 50% compared to the original scene. This work helps better understand the pros and cons of CIS system and arrange the aliasing spectral number reasonably to reconstruct the object scene precisely.
[1] Townsend P A, Foster J R, Chastain J R A, et al. IEEE Trans. Geosci. Remote Sens., 2003, 41: 1347. [2] Lin R P, Dennis B R, Hurford G J, et al. Solar Physics, 2002, 210: 3. [3] Richard M Levenson, Elliot S Wachman, Niu Wenhua, et al. SPIE Proceedings, 1998, 3438: 300. [4] Ben-Dor E, Taylor R G, Hill J, et al. Adv. Agron., 2008, 97: 321. [5] Basedow R W, Carmer D C, Anderson M E. SPIE, Proceedings,1995, 2480: 258. [6] Bell R J. Introductory Fourier Transform Spectroscopy. New York:Acadamic Press, 1972. [7] Morris H, Hoyt C, Treado P. Appl. Spectrosc., 1994, 48: 857. [8] Gehm M E, McCain S T, Pitsianis N P, et al. Appl. Opt., 2006, 45: 2965. [9] Ashwin A Wagadarikar, Nikos P Pitsianis, Sun Xiaobai, et al. SPIE, Proceedings,2008, 7076(2): 1. [10] Arguello H, Arce G R. J. Opt. Soc. Am. A, 2011, 28: 2401. [11] Smith W J. Modern Optical Engineering: The Design of Optical Systems Third Edition, McGraw-Hill, NewYork, 2000. 347. [12] Optikos Corporation. How to Measure MTF and Other Properties of Lenses. Technical Paper, 1999. [13] Tsaig Y, Donoho D L. IEEE Trans. Info. Theory, 2006, 52: 1289. [14] Mallat S, Zhang Z. IEEE Trans. Sig. Proc., 1993, 41: 3397. [15] Figueiredo M A T, Nowak R D, Wright S J. IEEE J. Sel. Top. Sign. Proces., 2007, 1(4): 586. [16] Bioucas-Dias J M, Figueiredo M A T. IEEE Trans. Image Process, 2007, 16: 2992. [17] ISO 12233, Photography-Electronic Still Picture Cameras-Resolution Measurements, 2000. [18] Burns P. Proc. IS & T PICS Conference, 2000. 135. [19] Estribeau M, Magnan P. SPIE Proceedings, 2004,5251: 243. [20] Robin B Jenkin, Ralph E Jacobson, Mark A Richardson, et al. SPIE Proceedings, 2004,5670: 557. [21] Peter D Burns. Proc. SPIE-IS & T. Electronic Imaging Symposium, 2005, 5668: 255. [22] Candes E J,Wakin M B. IEEE Signal Process. Mag., 2008, 25: 21. [23] Figueiredo M A T, Nowak R D, Wright S J. IEEE J. Sel. Top. Sign. Proces., 2007, 1(4): 586. [24] http://losburns.com/imaging/software/SFRedge/sfrmat3_post/index.html.