激光技术, 2015, 39 (4): 492, 网络出版: 2015-07-10   

超分辨率重构复眼成像技术的研究进展

Research status of super resolution reconstruction based on compound-eye imaging technology
作者单位
军械工程学院 电子与光学工程系, 石家庄 050003
摘要
超分辨率图像重构复眼成像将超分辨率重构技术与复眼成像技术相结合。复眼成像系统获取低分辨率图像, 超分辨率重构算法计算获取高分辨率图像。总结了超分辨率图像重构复眼成像的研究现状, 介绍了复眼图像超分辨率重构的基本原理和现阶段主要成像系统。结合成像模型角度, 分析了常用的复眼图像超分辨率重构算法, 以及定量测试评价与视觉角度评价的主要方法。为深入研究超分辨率图像重构复眼成像提供了参考。
Abstract
Super resolution reconstruction compound-eye imaging is the combination of super resolution reconstruction technology and compound-eye imaging technology. The low resolution images were acquired by the compound-eye imaging system and the high resolution images were acquired by means of the high resolution reconstruction algorithm. The research status of super resolution reconstruction compound-eye imaging was summarized. The basic principle and the main imaging system at present were set forth. The common reconstruction algorithm was analyzed with the combination of imaging model. The quantitative evaluation and the visual evaluation methods were analyzed. This paper provides a reference for further study of super resolution reconstruction based on compound-eye imaging.
参考文献

[1] TANG Ch X, WU Zh Ch, LIANG Zh. Design and experiment of artificial compound eye receiving system[J] Optics and Precision Engineering, 2011, 19(5): 992-997(in Chinese).

[2] JIANG X P. A GRIN micro lens array with hexagonal aperture simulated compound eyes buried in a convex[D]. Suzhou: Soochow University, 2011: 11-18(in Chinese).

[3] LIU J. Imaging system of multiple aperture overlap ommateum[D]. Beijing: Beijing Institute of Technology, 2012: 1-12 (in Chinese).

[4] ZHANG X Y. The structural design and experimental investigations of multi-aperture overlap bionic compound eye[D]. Beijing: Beijing Institute of Technology, 2012: 1-11(in Chinese).

[5] HUANG Z X, XUN G L. Research on panorama picture formation in bionic compound eye measuring system[J]. Metrology & Measurement Technology, 2006, 26(1): 17-18 (in Chinese).

[6] LEE H, DALTON G B, TOSH I A J, et al. Computer-guided alignment III: description of inter-element alignment effect in circular-pupil optical system[J].Optics Express, 2008,16(15): 10992-11006.

[7] TOYGAR A, YUCEL A, RUSSELL M M. Super-resolution reconstruction of hyperspectral images[J].IEEE Transactions on Image Processing,2005, 14(11): 1860- 1875.

[8] GONG Zh W, YU W X, ZHANG H X, et al. Process in design and fabrication of the artificial compound eye optics system[J].Chinese Optics, 2013,6(1): 34-45 (in Chinese).

[9] PATTI A J, SEZAN M I, TEKALP A M. Super resolution video reconstruction with arbitrary sampling lattices and nonzero aperture time[J]. IEEE Transactions on Image Processing, 1997,6(8): 1064-1076.

[10] VIKRANT R B, MANJUNATH S, SCOTT C D, et al. Experimentally validated computational imaging with a adaptive multi aperture folded architecture[J]. Applied Optics, 2010, B49(10): 51-58.

[11] ESMAEIL F, VIKRANT R B, DINESH R, et al. Super resolution results in PANOPTES, and adaptive multi-aperture folded architecture[C]// IEEE 17th International Conference on Image Processing. New York,USA: IEEE,2010: 2833-2836.

[12] GUILLEM C, JAMES D, ANDREW R H. Super-resolution imaging using a camera array [J]. Optics Letters, 2014, 39(7): 1-5.

[13] CHAN W S, MICHAEL K N, EDMUND Y L, et al. Super-resolution reconstruction in a computational compound-eye imaging system[J]. Multidimensional Systems Signal Processing, 2007, 18(2/3): 83-101.

[14] YU H, CHEN H W. Research progress of image super-resolution technology[J]. Optics & Optoelectronic Technology, 2012, 10(5): 45-50 (in Chinese).

[15] WANG N. Reconstruction of super-resolution depth image based on compressive and development of camera array[D]. Guangzhou: South China University of Technology, 2010: 8-15 (in Chinese).

[16] XU P Y. Research on the super resolution reconstruction[D]. Shanghai: Shanghai Jiaotong University, 2009: 1-10(in Chinese).

[17] ZHANG Y. Research on the superresolution image reconstruction technique in space domain[D]. Beijing: China University of Information Engineering, 2007: 11-23(in Chinese).

[18] HOU T X. Study of super-resolution image reconstruction algorithm[D]. Taiyuan: Shanxi University, 2011: 11-26(in Chinese).

[19] DONG L. Study of super-resolution image reconstruction algorithm[D]. Taiyuan: Shanxi University, 2011: 10-20(in Chinese).

[20] SHI W, TIAN Y, LIU J. A fast super-resolution reconstruction from image-sequence[J]. Wuhan University Journal of Natural Sciences,2006,11(2): 399-404.

[21] CHEN Y. Research on super resolution image reconstruction algorithm based on nonuniform /uncontrolled micro-scanning[D]. Beijing: Beijing Institute of Technology, 2011: 22-36(in Chinese).

[22] OU P, LIU X, SUN M J, et al. A large step method of optical micro scanning [J]. Laser Technology,2013, 37(3): 293-296(in Chinese).

[23] LEONID A, EVGENII N, JACOB K. Super-resolution imaging via spatiotemporal frequency shifting and coherent detection[J]. Optics Express, 2011,19(22): 22350-22357.

[24] BOWEN A, BINGBIN X, SHENGDA P, et al. Sub-pixel processing for super-resolution scanning imaging system with fiber bundle coupling[J]. Chinese Optics Letters, 2011, 9(8): 081001.

[25] AGGELOS K K, RAFAEL M, JAVIER M. Super resolution of images and video[R].Houston, Texas, USA: Morgan & Claypool, 2007: 87-89.

[26] LIU Ch Y, NI L. Improved block-matching and initial estimation for POCS image reconstruction[J]. Journal of Data Acquisition & Processing, 2013,28(1): 47-52 (in Chinese).

[27] XIAO J X. A POCS Algorithm for super-resolution image reconstruction[D]. Shanghai: Shanghai Jiaotong University, 2009: 11-23(in Chinese).

[28] ZHANG D, PENG H. Noise analysis and reduction in the super-resolved image[J]. Journal of Shaoguan University (Natural Science Edition), 2006, 27(12): 31-34(in Chinese).

[29] CHEN B Y, GUO Q, CHEN G L, et al. Amplificatory noise raised by super resolution reconstruction and filter[J].Infrared Millimeter Waves, 2011,30(1): 15-20 (in Chinese).

胡江涛, 黄峰, 张雏, 刘秉琦, 王元铂. 超分辨率重构复眼成像技术的研究进展[J]. 激光技术, 2015, 39(4): 492. HU Jiangtao, HUANG Feng, ZHANG Chu, LIU Bingqi, WANG Yuanbo. Research status of super resolution reconstruction based on compound-eye imaging technology[J]. Laser Technology, 2015, 39(4): 492.

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