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Single-pixel camera has multiple futures
October 15, 2008
A terahertz version of the single-pixel camera developed by Rice University researchers could lead to breakthrough technologies in security, telecom, signal processing and medicine. The research, recently published online in Applied Physics Letters, describes a way to replace the expensive, multipixel sensor arrays used in current terahertz imaging systems with a single sensor. Two keys to the system are the ongoing development of a modulator that would feed a rapid-fire series of randomized images to the sensor, and the compressed sensing algorithm that turns the raw data into an image. The advances "could make for very inexpensive security and scientific cameras in the near future," said Richard Baraniuk, Rice's Cameron Professor in Electrical and Computer Engineering, who helped make a proof-of-concept prototype that used 600 sheets of copper (which blocks terahertz radiation) through which random holes had been punched as the modulator. "There's very good reason to believe you could build a terahertz modulator that could do that same task electrically, and very fast," said Daniel Mittleman, a Rice professor in electrical and computer engineering, who is testing a 4-by-4 array of metamaterials supplied by Los Alamos National Laboratory that become opaque to terahertz radiation when a voltage is applied. "There are lots of applications for terahertz imaging, if you could make a real-time imager that's sensitive enough. Some of them are pretty science-fictiony, but some are pretty realistic," Mittleman said. "I think this is really promising." Terahertz radiation, which occupies space in the electromagnetic spectrum between infrared and microwave, penetrates fabric, wood, plastic and even clouds, but not metal or water. Unlike X-rays, T-rays are not harmful, and cheap T-ray cameras may someday be used for security screening in airports, supplementing traditional X-ray scanners and walk-through portals. In addition, hyperspectral capabilities inherent in even basic single-pixel cameras make them useful for all kinds of things, said Kevin Kelly, associate professor in electrical and computer engineering. "Current cameras break an image down into red, green and blue. But this system breaks down every pixel into all the individual wavelengths that make up a color. "If you want to know whether that green object over there is a bunch of trees or a tank painted green, this system will tell you," he said. Rice introduced its research into the single-pixel camera two years ago. The technology made waves when it was introduced, and advances have come quickly, particularly in the compressive sensing algorithms that make it possible to do with one pixel what takes commercial digital cameras millions. In addition to Baraniuk, Mittleman and Kelly, coauthors of the paper in Applied Physics Letters were Rice graduate students Wai Lam Chan and Dharmpal Takhar and undergraduate student Kriti Charan. This research has been supported in part by the National Science Foundation and the National Aeronautics and Space Administration. Read the paper, "A Single-Pixel Terahertz Imaging System Based on Compressed Sensing," here: http://scitation.aip.org/journals/doc/APPLAB-ft/vol_93/iss_12/121105_1-div0.htmlRead more about the technology behind the original single-pixel camera here: http://www.media.rice.edu/media/NewsBot.asp?MODE=VIEW&ID=8912&SnID=1686018925Read more about advances in single-pixel technology here: http://www.media.rice.edu/media/NewsBot.asp?MODE=VIEW&ID=11583&SnID=227369543Rice University

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An efficient algorithm for total variation regularization with applications to the single pixel camera and compressive sensing.
by Chengbo Li (Author)
In this thesis, I propose and study an efficient algorithm for solving a class of compressive sensing problems with total variation regularization. This research is motivated by the need for efficient solvers capable of restoring images to a high quality captured by the single pixel camera developed in the ECE department of Rice University. Based on the ideas of the augmented Lagrangian method and alternating minimization to solve subproblems, I develop an efficient and robust algorithm called TVAL3. TVAL3 is compared favorably with other widely used algorithms in terms of reconstruction speed and quality. Convincing numerical results are presented to show that TVAL3 is suitable for the single pixel camera as well as many other applications.
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Emerging Tools for Single-Cell Analysis: Advances in Optical Measurement Technologies
by Gary Durack (Editor), J. Paul Robinson (Editor)
The resurgence of interest in high-resolution evaluation of single-cell properties has led to examining where current technology stands at the beginning of a new millennium. Engineers and scientists have produced significant advances in cytometric technologies in just the past few years. Emerging Tools for Single-Cell Analysis: Advances in Optical Measurement Technologies stresses the applications and theories behind some of these advances in cell measurement and cell- sorting technologies.Rapid assessment of the proper function of cells and molecular processes within cells is essential. To that end, new and varying technologies present important diagnostic and prognostic tools relevant to a variety of diseases. Future developments in miniaturization of electronics, micro- and...
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Pentax ZX-7 and ZX-30
by Mike Stensvold (Author)
No wonder these two Pentax models are so popular--they're among the lowest in price and easiest to use. Yet they have most of the same features as their higher-priced competitors. Just take this manual with you--it's snug enough to fit in your camera bag, and comes with a sturdy sewn binding. Easy-access sections explain how to operate all the cameras' features--exposure modes, focus modes, metering, and more. Special tips on shooting, focusing, and exposure are even more valuable as you purchase lenses, flash attachments, and other accessories such as battery packs, exposure meters, tripods, lens adapters, and filters. Get the most out of your Pentax camera with advice on shooting techniques for different effects.
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MacHome February 2000 Reader's Choice Awards, AirPort, Using Macs for Science, Tips & Tricks, Pixel-Perfect Digital Cameras, ABDs of DSL, Madden 2000
by Mac Home Magazine (Editor)
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Magic Lantern Guides: Canon Eos 3
by Bob Shell (Author), Artur Landt (Author)
It's nearly professional in quality, with the most advanced features--and if you want to use one to its utmost, you'll have to go beyond what the regular instruction manual tells you! This top-of-the-line guide lays out everything there is to know about the new 45-point autofocus, the 21-zone evaluative metering, the eye-controlled focus, and 18 custom functions for expanded camera flexibility. And, of course all accessories are covered, including the sophisticated E-TTL flash exposure system. ...
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This Canon Rebel was more responsible for introducing autofocus SLR photography to a wide public than any other Canon. It's small, lightweight, easy to operate, and perfect for amateurs. And, whatever model you own--or hope to purchase--this will help you understand how to take advantage of all your camera's features, from the information displays to focusing and metering to choosing an exposure. There are hints on composition, and coverage of lenses, filters, and other accessories. ...
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Windows 7 All-in-One For Dummies
by Woody Leonhard (Author)
Eight references in one-fully revised to include all the new features and updates to Windows 7As the #1 operating system in the world, Windows provides the platform upon which all essential computing activities occur. This much-anticiapted version of the popular operating system offers an improved user experience with an enhanced interface to allow for greater user control.This All-in-One reference is packed with valuable information from eight minibooks, making it the ultimate resource. You'll discover the improved ways in which Windows 7 interacts with other devices, including mobile and home theater.Windows 7 boasts numerous exciting new features, and this reference is one-stop shopping for discovering them all!Eight minibooks cover Windows 7 basics, security, customizing, the...
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A Wavelet Tour of Signal Processing, Third Edition: The Sparse Way
by Stephane Mallat (Author)
Mallat's book is the undisputed reference in this field - it is the only one that covers the essential material in such breadth and depth. - Laurent Demanet, Stanford University
The new edition of this classic book gives all the major concepts, techniques and applications of sparse representation, reflecting the key role the subject plays in today's signal processing. The book clearly presents the standard representations with Fourier, wavelet and time-frequency transforms, and the construction of orthogonal bases with fast algorithms. The central concept of sparsity is explained and applied to signal compression, noise reduction, and inverse problems, while coverage is given to sparse representations in redundant dictionaries, super-resolution and compressive sensing...
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Bioimaging: Current Techniques in Light & Electron Microscopy
by Douglas Chandler (Author), Robert W. Roberson (Author)
The development of microscopy revolutionized the world of cell and molecular biology as we once knew it and will continue to play an important role in future discoveries. Bioimaging: Current Concepts in Light and Electron Microscopy is the optimal text for any undergraduate or graduate bioimaging course, and will serve as an important reference tool for the research scientist. This unique text covers, in great depth, both light and electron microscopy, as well as other structure and imaging techniques like x-ray crystallography and atomic force microscopy. Written in a user-friendly style and covering a broad range of topics, Bioimaging describes the state-of-the-art technologies that have powered the field to the forefront of cellular and molecular biological research.
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Fundamentals of Light Microscopy and Electronic Imaging
by Douglas B. Murphy (Author)
Over the last decade, advances in science and technology have profoundly changed the face of light microscopy. Research scientists need to learn new skills in order to use a modern research microscope–skills such as how to align microscope optics and perform image processing. Fundamentals of Light Microscopy and Electronic Imaging explores the basics of microscope design and use. The comprehensive material discusses the optical principles involved in diffraction and image formation in the light microscope, the basic modes of light microscopy, the components of modern electronic imaging systems, and the image processing operations necessary to acquire and prepare an image.Written in a practical, accessible style, Fundamentals of Light Microscopy and Electronic Imaging reviews such topics...
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