Multi-dimensional compressive imaging

In this keynote address paper, we present an overview of our previously published work on using compressive sensing in multi-dimensional imaging. We shall examine a variety of multi dimensional imaging approaches and applications, including 3D multi modal imaging integrated with polarimetric and multi spectral imaging, integral imaging and digital holography. This Keynote Address paper is an overview of our previously reported work on 3D imaging with compressive sensing.

[1]  Edward H. Adelson,et al.  Single Lens Stereo with a Plenoptic Camera , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Emmanuel J. Candès,et al.  A Probabilistic and RIPless Theory of Compressed Sensing , 2010, IEEE Transactions on Information Theory.

[3]  Jae-Hyeung Park,et al.  Frequency domain depth filtering of integral imaging. , 2011, Optics express.

[4]  Da-Hai Li,et al.  An integral‐imaging three‐dimensional display with wide viewing angle , 2011 .

[5]  Adrian Stern,et al.  Theory of compressive sensing with quadratic phase systems and examples in optics , 2013, Optics & Photonics - Optical Engineering + Applications.

[6]  F. Okano,et al.  Three-dimensional video system based on integral photography , 1999 .

[7]  Filiberto Pla,et al.  Band selection in spectral imaging for non-invasive melanoma diagnosis , 2013, Biomedical optics express.

[8]  Hui Nam,et al.  8.2: A High Resolution Autostereoscopic Display Employing a Time Division Parallax Barrier , 2006 .

[9]  J Arai,et al.  Real-time pickup method for a three-dimensional image based on integral photography. , 1997, Applied optics.

[10]  Byoungho Lee,et al.  Computational Reconstruction of Three-Dimensional Objects in Integral Imaging using Lenslet Array , 2005 .

[11]  Marcel P. Lucassen,et al.  Visual comfort of binocular and 3D displays , 2001, IS&T/SPIE Electronic Imaging.

[12]  C. Burckhardt Optimum Parameters and Resolution Limitation of Integral Photography , 1968 .

[13]  A. Marraud,et al.  Restitution Of A Stereoscopic Picture By Means Of A Lenticular Sheet , 1983, Other Conferences.

[14]  Bahram Javidi,et al.  Performance of 3D integral imaging with position uncertainty. , 2007, Optics express.

[15]  Woo-Nam Jeong,et al.  3.1: A Novel Polarizer Glassestype 3D Displays with a Patterned Retarder , 2010 .

[16]  Jung-Young Son,et al.  Image-Forming Principle of Integral Photography , 2008, Journal of Display Technology.

[17]  Myungjin Cho,et al.  Three-Dimensional Visualization of Objects in Turbid Water Using Integral Imaging , 2010, Journal of Display Technology.

[18]  Byoungho Lee,et al.  Recent progress in three-dimensional information processing based on integral imaging. , 2009, Applied optics.

[19]  Ki-Chul Kwon,et al.  Resolution-enhanced integral imaging microscopy that uses lens array shifting. , 2009, Optics express.

[20]  Marc Pollefeys,et al.  Interactive 3D architectural modeling from unordered photo collections , 2008, SIGGRAPH 2008.

[21]  Bahram Javidi,et al.  Profilometry and optical slicing by passive three-dimensional imaging. , 2009, Optics letters.

[22]  Bahram Javidi,et al.  Distortion-tolerant 3D recognition of occluded objects using computational integral imaging. , 2006, Optics express.

[23]  W. Rollmann Zwei neue stereoskopische Methoden , 1853 .

[24]  Dae-Sik Kim,et al.  51.2: New 240Hz Driving Method for Full HD & High Quality 3D LCD TV , 2010 .

[25]  David J. Brady,et al.  Sampling and processing for compressive holography [Invited]. , 2011, Applied optics.

[26]  Bahram Javidi,et al.  Three-dimensional polarimetric computational integral imaging. , 2012, Optics express.

[27]  Makoto Okui,et al.  Effects of focusing on the resolution characteristics of integral photography. , 2003, Journal of the Optical Society of America. A, Optics, image science, and vision.

[28]  Bahram Javidi,et al.  An overview of compressive sensing techniques applied in holography , 2013 .

[29]  Adrian Stern,et al.  Recovery of partially occluded objects by applying compressive Fresnel holography. , 2012, Optics letters.

[30]  Adrian Stern,et al.  Reconstruction guarantees for compressive tomographic holography. , 2013, Optics letters.

[31]  M. Levoy,et al.  Light field microscopy , 2006, SIGGRAPH 2006.

[32]  Jun Tanida,et al.  Multi-channel data acquisition using multiplexed imaging with spatial encoding. , 2010, Optics express.

[33]  Goro Hamagishi 25.2: Analysis and Improvement of Viewing Conditions for Two-View and Multi-View Displays , 2009 .

[34]  Khashayar Mehrany,et al.  Optimization of the lens-array structure for performance improvement of integral imaging. , 2011, Optics letters.

[35]  Adrian Stern,et al.  Conditions for practicing compressive Fresnel holography. , 2011, Optics letters.

[36]  Brian H. Berkeley,et al.  31.1: Invited Paper: World's First 240Hz TFT‐LCD Technology for Full‐HD LCD‐TV and Its Application to 3D Display , 2009 .

[37]  Gilbae Park,et al.  View image generation in perspective and orthographic projection geometry based on integral imaging. , 2008, Optics express.

[38]  Carlos Ferreira,et al.  Fast algorithms for free-space diffraction patterns calculation , 1999 .

[39]  Bahram Javidi,et al.  Three-dimensional photon counting integral imaging reconstruction using penalized maximum likelihood expectation maximization. , 2011, Optics express.

[40]  B Javidi,et al.  Method to Remedy Image Degradations Due to Facet Braiding in 3D Integral-Imaging Monitors , 2010, Journal of Display Technology.

[41]  B. Javidi,et al.  Three-dimensional visualization of partially occluded objects using integral imaging , 2005, Journal of Display Technology.

[42]  Makoto Okui,et al.  Integral Three-Dimensional Television Using a 33-Megapixel Imaging System , 2010, Journal of Display Technology.

[43]  H Ohzu,et al.  Accommodative responses to stereoscopic three-dimensional display. , 1997, Applied optics.

[44]  Levent Onural,et al.  Integral imaging using phase-only LCoS spatial light modulators as Fresnel lenslet arrays. , 2011, Journal of the Optical Society of America. A, Optics, image science, and vision.

[45]  José M. Bioucas-Dias,et al.  A New TwIST: Two-Step Iterative Shrinkage/Thresholding Algorithms for Image Restoration , 2007, IEEE Transactions on Image Processing.

[46]  Jun Tanida,et al.  Generalized sampling using a compound-eye imaging system for multi-dimensional object acquisition. , 2010, Optics express.

[47]  B Javidi,et al.  3D integral imaging display by smart pseudoscopic-to-orthoscopic conversion (SPOC). , 2010, Optics express.

[48]  G. Lippmann Epreuves reversibles donnant la sensation du relief , 1908 .

[49]  L. Rudin,et al.  Nonlinear total variation based noise removal algorithms , 1992 .

[50]  Alexander Toet,et al.  Visual comfort of binocular and 3D displays , 2004 .

[51]  Filiberto Pla,et al.  Multispectral integral imaging acquisition and processing using a monochrome camera and a liquid crystal tunable filter. , 2012, Optics express.

[52]  Tomoyuki Mishina 3D television system based on Integral Photography , 2010, 28th Picture Coding Symposium.

[53]  N Davies,et al.  Three-dimensional imaging systems: a new development. , 1988, Applied optics.

[54]  Bahram Javidi,et al.  Feasibility study for compressive multi-dimensional integral imaging. , 2013, Optics express.