3D recognition of occluded and distorted objects using computational integral imaging

Using volumetric computational II reconstruction, we are able to recognize distorted occluded objects with correlation based recognition algorithms. We present experimental results which show recognition of 3D rotated targets in a reconstructed occluded scene. We also show the ability of the proposed technique to recognize distorted occluded 3D non-training targets.

[1]  Osamu Matoba,et al.  Multidimensional optical sensor and imaging system. , 2006, Applied optics.

[2]  Takanori Okoshi Three-Dimensional Imaging Techniques , 1976 .

[3]  B. Javidi,et al.  Integral imaging with improved depth of field by use of amplitude-modulated microlens arrays. , 2004, Applied optics.

[4]  Osamu Matoba,et al.  Real-time three-dimensional object reconstruction by use of a phase-encoded digital hologram. , 2002, Applied optics.

[5]  Bahram Javidi,et al.  Formation of orthoscopic three-dimensional real images in direct pickup one-step integral imaging , 2003 .

[6]  Bahram Javidi,et al.  Photon counting passive 3D image sensing for automatic target recognition. , 2005, Optics express.

[7]  F. Okano,et al.  Analysis of resolution limitation of integral photography , 1998 .

[8]  Bahram Javidi,et al.  Improved viewing resolution of three-dimensional integral imaging by use of nonstationary micro-optics. , 2002, Optics letters.

[9]  Bahram Javidi,et al.  Optimum nonlinear composite filter for distortion-tolerant pattern recognition. , 2002, Applied optics.

[10]  Bahram Javidi,et al.  Three-dimensional image sensing and reconstruction with time-division multiplexed computational integral imaging. , 2003, Applied optics.

[11]  L. Bigue,et al.  Image reconstruction using electrooptic holography , 2003, The 16th Annual Meeting of the IEEE Lasers and Electro-Optics Society, 2003. LEOS 2003..

[12]  B. Javidi,et al.  Integral three-dimensional imaging with digital reconstruction. , 2001, Optics letters.

[13]  Bahram Javidi,et al.  Digital three-dimensional image correlation by use of computer-reconstructed integral imaging. , 2002, Applied optics.

[14]  Bahram Javidi,et al.  Image Recognition and Classification: Algorithms, Systems, and Applications , 2002 .

[15]  Bahram Javidi,et al.  Three-dimensional volumetric object reconstruction using computational integral imaging. , 2004, Optics express.

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