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Next Generation CAT System
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Non-scanning CT (computerized tomography)
CT(computerized tomography) creates 3D views of what is inside General medical imaging technique to look inside of a patient’ body Standard CT system
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The first inventor of CT, Hounsfield (Nobel Prize winner, 1979)
Background Motivation CT machines take much time(15~20min) and real-time operation is a challenging issue. A huge system has been required for scanning mechanism since the first invention. The first inventor of CT, Hounsfield (Nobel Prize winner, 1979) Hounsfield’s sketch
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CT Development History
No scan Compact Safe 1st : Linear & rotational CT 4th: spiral CT or helical CT 2nd : Multiple scanning CT 3rd : Fan-beam CT
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Concept for Non-scanning CT
Concept of future wearable CT machines A sketch of a next generation CT for next Nobel Prize
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Comparison between current and conceptual CTs
State-of-the-art CT (Aquilion ONE ) Toshiba Medical System, 2006 Conceptual diagram of ascan-free CT For real-time 3D reconstruction
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Decoupling to multi-view images
Related Technique Shield Field Imaging (Douglas Lanman, Ramesh Raskar et al. [2008] ) Shadow-based 3D reconstruction by a single shot image Limitation : impossibility to local concave and backside shapes A single shot image Shield Field system 3D Reconstruction Decoupling to multi-view images
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Related Technique Tomographic Reconstruction of Transparent Objects ( Borislav Trifonov et al. [2006] ) 3D reconstruction of a transparent object by tomography using 72~360 captured images Limitation : Requirement of moving system and many captured images Capturing System A glass object One of 360 images Reconstruction Result
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150x100 pinhole array (pinhole diameter of 428 microns)
Experimental System 6~16 LEDs and a translucent object are used here. Canon EOS 450D (12M pixels) Schematic diagram of system 150x100 pinhole array (pinhole diameter of 428 microns) Actual system
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Non-scanning CT based on light field capturing
3D Reconstruction of transparent objects using visible light with a single shot photo Limitation : 3D reconstruction in low resolution because decoupled multi-view images are in low resolution, 80x80 A single shot photo Single shot CT for a translucent object 3D shape Reconstruction Decoupling to multi-view images
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Decoupling Process Decoding process of a coded 4D light field image
A Single shot LF image Decoupled multi-view images Decoding process of a coded 4D light field image
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Background Elimination
Elimination of background Reference Images
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3D Reconstruction by ART
Volume Reconstruction by ART (Algebraic Reconstruction Technique) 5 multi-view Images
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3D reconstruction results
Experimental Results Multi-view images(resolution is 100x200) 3D reconstruction results
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