Photon Counting 3-D Object Recognition Using Digital Holography

被引：7

作者：

Latorre-Carmona, Pedro ^{[1
]}

Javidi, Bahram ^{[2
]}

Pla, Filiberto ^{[1
]}

Tajahuerce, Enrique ^{[1
]}

机构：

[1] Univ Jaume 1, Inst New Imaging Technol, Castellon De La Plana 12071, Spain

[2] Univ Connecticut, Dept Elect & Comp Engn, Storrs, CT 06269 USA

来源：

IEEE PHOTONICS JOURNAL | 2013年 / 5卷 / 06期

关键词：

Digital holography; pattern recognition; photon counting imaging; three-dimensional image processing; RECONSTRUCTION; IMAGE; WAVELENGTH; TARGET; NOISE;

D O I：

10.1109/JPHOT.2013.2293619

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We present an analysis of the recognition performance of 3-D objects reconstructed from digital holograms recorded under photon counting conditions. The digital holograms are computed by applying four-step phase-shifting techniques to interferograms recorded with weak coherent light. Recognition capability is analyzed as a function of the total number of photons by using a maximum-likelihood approach adapted to one-class classification problems. The likelihood is modeled assuming a Gaussian distribution, whose centroid corresponds to the highest value in a mixture of two Gaussian values. The recognition capability is studied both in terms of the axial distance and the lateral position of the reconstructed 3-D object.

引用

页数：9

共 50 条

[41] Review on Feature Extraction for 3-D Incoherent Image Processing Using Optical Scanning Holography [J].

Zhang, Yaping ;

Poon, Ting-Chung ;

Tsang, Peter W. M. ;

Wang, Rande ;

Wang, Lin .

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (11) :6146-6154

[42] Automated Three-Dimensional Microbial Sensing and Recognition Using Digital Holography and Statistical Sampling [J].

Moon, Inkyu ;

Yi, Faliu ;

Javidi, Bahram .

SENSORS, 2010, 10 (09) :8437-8451

[43] Rotation tolerant three-dimensional object pattern recognition using a single exposure off-axis digital holography [J].

Feng, Shaotong ;

Wang, Liang ;

Nie, Shouping .

LASERS IN ENGINEERING, 2008, 18 (1-2) :1-8

[44] High bandwidth holographic 3D imaging through Kramers-Kronig Fresnel digital holography [J].

Wang, Shaohui ;

Chang, Chenliang ;

Dai, Bo ;

Wang, Qi ;

Zhang, Dawei ;

Zhuang, Songlin .

OPTICS AND LASER TECHNOLOGY, 2025, 182

[45] Digital holography using LCOS microdisplay as input three-dimensional object [J].

Demoli, Nazif ;

Gladie, Jadranko ;

Lovric, Davorin ;

Abramovic, Denis .

OPTIK, 2019, 194

[46] Short coherence digital holography for 3D microscopy [J].

Pedrini, G ;

Schedin, S .

OPTIK, 2001, 112 (09) :427-432

[47] Multiscale representation for 3-D face recognition [J].

Cook, Jamie ;

Chandran, Vinod ;

Sridharan, Sridha .

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2007, 2 (03) :529-536

[48] Acquiring multi-viewpoint image of 3D object for integral imaging using synthetic aperture phase-shifting digital holography [J].

Jeong, Min-Ok ;

Kim, Nam ;

Park, Jae-Hyeung ;

Jeon, Seok-Hee ;

Gil, Sang-Keun .

PRACTICAL HOLOGRAPHY XXIII: MATERIALS AND APPLICATIONS, 2009, 7233

[49] 3D object recognition with integral imaging using neural networks [J].

Cuong Manh Do .

APPLICATIONS OF DIGITAL IMAGE PROCESSING XXXIV, 2011, 8135

[50] Dynamic Digital Holography for recording and reconstruction of 3D images using optoelectronic devices [J].

Yepes I.S.V. ;

Gesualdi M.R.R. .

Journal of Microwaves, Optoelectronics and Electromagnetic Applications, 2017, 16 (03) :801-815

← 1 2 3 4 5 →