next generation cat system. non-scanning ct (computerized tomography) standard ct system...
TRANSCRIPT
![Page 1: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/1.jpg)
Next Generation CAT System
![Page 2: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/2.jpg)
Non-scanning CT (computerized tomogra-phy)
Standard CT system
CT(computerized tomography) creates 3D views of what is in-side
General medical imaging technique to look inside of a patient’ body
![Page 3: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/3.jpg)
Background
· CT machines take much time(15~20min) and real-time opera-tion is a challenging issue.· A huge system has been required for scanning mechanism since the first invention.
Motivation
Hounsfield’s sketchThe first inventor of CT,
Hounsfield(Nobel Prize winner, 1979)
![Page 4: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/4.jpg)
CT Development History
1st : Linear & rotational CT
2nd : Multiple scanning CT
3rd : Fan-beam CT
4th: spiral CT or helical CT
5th ?No scanCompact
Safe
![Page 5: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/5.jpg)
Concept for Non-scanning CT
Concept of future wearable CT machines
A sketch of a next generation CT for next Nobel Prize
![Page 6: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/6.jpg)
Comparison between current and conceptual CTs
State-of-the-art CT(Aquilion ONE )
Toshiba Medical System, 2006Conceptual diagram of ascan-free CT
For real-time 3D reconstruction
![Page 7: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/7.jpg)
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
Decoupling to multi-view im-ages
3D ReconstructionShield Field system
![Page 8: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/8.jpg)
Related TechniqueTomographic Reconstruction of Transparent Ob-jects ( Borislav Trifonov et al. [2006] )
A glass object
·3D reconstruction of a transparent object by tomography using 72~360 captured images Limitation : Requirement of moving system and many captured images
One of 360 imagesReconstruction Result
Capturing System
![Page 9: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/9.jpg)
Experimental System
Schematic diagram of sys-tem
6~16 LEDs and a translucent object are used here.
150x100 pinhole array (pinhole diameter of 428 mi-
crons)Actual system
Canon EOS 450D(12M pixels)
![Page 10: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/10.jpg)
Non-scanning CT based on light field captur-ing3D 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
3D shape Reconstruction
Decoupling to multi-view im-ages
Single shot CT for a translucent object
![Page 11: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/11.jpg)
Decoupling Process
Decoding process of a coded 4D light field image
A Single shot LF image Decoupled multi-view images
![Page 12: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/12.jpg)
Background Elimination
Elimination of background
Reference Images
![Page 13: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/13.jpg)
3D Reconstruction by ART
Volume Reconstruction by ART(Algebraic Reconstruction Technique)
5 multi-view Images
![Page 14: Next Generation CAT System. Non-scanning CT (computerized tomography) Standard CT system CT(computerized tomography) creates 3D views of what is inside](https://reader036.vdocuments.site/reader036/viewer/2022062516/56649da95503460f94a97136/html5/thumbnails/14.jpg)
Experimental Results
3D reconstruction results Multi-view images(resolution is 100x200)