A reverse auction system, method and computer program product are provided. A tender is received from a buyer over a network. Such tender includes information relating to a desired good or service. A plurality of suppliers is identified based on the information, and the tender is anonymously forwarded to the identified suppliers over the network. In use, a plurality of bids is received in response to the tender from a plurality of the suppliers over the network, and such bids are consolidated. Further, the consolidated bids are forwarded to the buyer over the network.

The rise of networked computing environments such as the Internet is rapidly changing the way that modern businesses market and sell their goods and/or services to buyers. Conventional business transactions, as practiced in the nonelectronic, non-networked world, may be imitated and in some instances improved by utilizing these cutting edge technologies. Because the Internet is global in scope, and further because electronic information is easier and less expensive to store, transmit and analyze than paper-based information, the Internet provides a unique opportunity for buyers and suppliers (e.g. sellers, etc.) to reach each other using novel approaches.
One such approach that has gained popularity in recent years is the electronic auction. Auctions over electronic networks have the potential to address large numbers of buyers by posting auction items (descriptions of goods and/or services) traditionally available only to those in the vicinity of the auction or to those who actively seek out the auction in some other manner. By vastly increasing the number of potential buyers with little or no marginal increase in the costs of administering the auction, a supplier increases both the chances that a sale will be made as well as the likelihood that favorable sales terms will be realized.
In a similar manner, reverse auctions work to maximize a buyer's returns. In a reverse auction, buyers post the names and/or descriptions of products or services that they wish to purchase from one of a select group of suppliers. The suppliers bid against each other, using successively lower bids, in order to gain the opportunity to provide the buyer with the product or service. In the reverse auction system, the supplier with the lowest bid after a certain portion of time traditionally wins the right to supply the buyer with the product or service for that price. Reverse auctions allow buyers to obtain excellent prices on goods and services while minimizing the amount of comparison shopping necessary to obtain such prices. Reverse auctions may also benefit suppliers in that they can acquire information about the pricing, terms and/or other conditions utilized by their competitors.
By connecting buyers and suppliers directly with each other, the Internet is eliminating the "middleman" that is present in normal businesses, thereby working to maximize returns for both buyers and suppliers. However, there is still much work to be done to optimize the reverse auction experience.

Reverse auction system, method and computer program product


This invention permits retinal images to be acquired at high speed and with unprecedented resolution in three dimensions (4×4×6 μm). The instrument achieves high lateral resolution by using adaptive optics to correct optical aberrations of the human eye in real time. High axial resolution and high speed are made possible by the use of Fourier-domain optical coherence tomography. Using this system, we have demonstrated the ability to image microscopic blood vessels and the cone photoreceptor mosaic.

1. Field of the Invention
The present invention relates to retinal imaging techniques, and more specifically, it relates to technology for the acquisition of retinal images at high speed and with unprecedented resolution in three dimensions.
2. Description of Related Art
Interferometry with broadband light sources has become a widely used technique for imaging in biologic samples using time-domain optical coherence tomography (OCT), optical coherence microscopy (OCM), spectral domain OCT (which encompasses spectrometer based Fourier domain OCT and swept source OCT), color Doppler OCT, and phase-referenced interferometry. In all of these interferometry techniques, light traveling a reference path is mixed with light returning from or traversing a sample on the surface of a single or multiple detectors.
Optical coherence tomography (OCT) is an interferometric, non-invasive optical tomographic imaging technique offering millimeter penetration (approximately 2-3 mm in tissue) with sub-micrometer axial and lateral resolution. The technique was first demonstrated in 1991 with ˜30 μm axial resolution. Since then, OCT has achieved sub-micrometer resolution in 2001 due to introduction of wide bandwidth light sources (sources emitting wavelengths over a ˜100 nm range). By now OCT has found its place as a widely accepted imaging technique, especially in opthalmology and other biomedical applications
With micrometer resolution and cross-sectional imaging capabilities, optical coherence tomography (OCT)1 has become a prominent biomedical tissue imaging technique; it is particularly suited to ophthalmic applications and in other tissue imaging requiring micrometer resolution and millimeter penetration depth. OCT has critical advantages over other medical imaging systems. Medical ultrasonography, magnetic resonance imaging (MRI) and confocal microscopy are not suited to morphological tissue imaging; the former two having poor resolution; the latter lacking millimeter penetration depth2,3.
OCT works through the magic of low-coherence interferometry4,5. In conventional interferometry with long coherence length (laser interferometry), interference of light occurs over a distance of meters. In OCT, this interference is shortened to a distance of micrometers, thanks to the use of broadband light sources (sources that can emit light over a broad range of frequencies). Light with broad bandwidths can be generated by using superluminescent diodes (superbright LED's) or lasers with extremely short pulses (femtosecond lasers). White light is also a broadband source with lower powers.
Light in an OCT system is broken into two arms—a sample arm (containing the item of interest) and a reference arm (usually a mirror). The combination of backscattered light from the sample arm and reference light from the reference arm gives rise to an interference pattern, but only if light from both arms have traveled the "same" optical distance ("same" meaning a difference of less than a coherence length). By scanning the mirror in the reference arm, a reflectivity profile of the sample can be obtained (this is time domain OCT). Areas of the sample that reflect back a lot of light will create greater interference than areas that don't. Any light that is outside the short coherence length will not interfere. This reflectivity profile, called an A-scan contains information about the spatial dimensions and location of structures within the item of interest. A cross-sectional tomograph (B-scan) may be achieved by laterally combining a series of these axial depth scans (A-scan). Face imaging (C-scan) at an acquired depth is possible depending on the imaging engine used.
In time domain OCT, the pathlength of the reference arm is translated longitudinally in time. A property of low coherence interferometry is that interference, i.e. the series of dark and bright fringes, is only achieved when the path difference lies within the coherence length of the light source. This interference is called auto correlation in a symmetric interferometer (both arms have the same reflectivity), or cross-correlation in the common case. The envelope of this modulation changes as pathlength difference is varied, where the peak of the envelope corresponds to pathlength matching.
The interference of two partially coherent light beams can be expressed in terms of the source intensity, IS, as:I=k1Is+k2Is+2√{square root over ((k1Is)(k2Is))}{square root over ((k1Is)(k2Is))}(Re[γ(τ)]),where k1+k2<1 represents the interferometer beam splitting ratio, and γ(τ) is called the complex degree of coherence, i.e., the interference envelope and carrier dependent on reference arm scan or time delay τ, and whose recovery of interest in OCT. Due to the coherence gating effect of OCT the complex degree of coherence is represented as a Gaussian function expressed as6−.
      γ              (      τ      )        =            exp                    [                  -                                    (                                                π                                                                                Δ                                                                                v                                                                                τ                                                  2                                                                              ln                                                                                2                                                                                )                        2                          ]                        (              exp                          (                                    -              j2                                                                                π                                                                                v              0                                    τ                    )                    )      where Δv represents the spectral width of the source in the optical frequency domain, and v0 is the centre optical frequency of the source. In the above equation, the Gaussian envelope is amplitude modulated by an optical carrier. The peak of this envelope represents the location of sample under test microstructure, with an amplitude dependent on the reflectivity of the surface. The optical carrier is due to the Doppler effect resulting from scanning one arm of the interferometer, and the frequency of this modulation is controlled by the speed of scanning. Therefore translating one arm of the interferometer has two functions; depth scanning and a Doppler-shifted optical carrier are accomplished by pathlength variation. In OCT, the Doppler-shifted optical carrier has a frequency expressed as:
      f    Dopp    =            2                    v        0                          v        s              c  where v0 is the central optical frequency of the source, νs is the scanning velocity of the pathlength variation, and c is the speed of light.
The axial and lateral resolutions of OCT are decoupled from one another; the former being an equivalent to the coherence length of the light source and the latter being a function of the optics. The coherence length of a source and hence the axial resolution of OCT is defined as:
      =                  (                              2                                                                          ln                                                                          2                    π                )                          (                              λ            0            2                                Δ                                                                          λ                          )              ,                ≈          0.44                    (                              λ            0            2                                Δ                                                                          λ                          )
In frequency domain OCT the broadband interference is acquired with spectrally separated detectors (either by encoding the optical frequency in time with a spectrally scanning source or with a dispersive detector, like a grating and a linear detector array). Due to the Fourier relation (Wiener-Khintchine theorem between the auto correlation and the spectral power density) the depth scan can be immediately calculated by a Fourier-transform from the acquired spectra, without movement of the reference arm7,8. This feature improves imaging speed dramatically, while the reduced losses during a single scan improve the signal to noise proportional to the number of detection elements. The parallel detection at multiple wavelength ranges limits the scanning range, while the full spectral bandwidth sets the axial resolution.
Spatially encoded Frequency Domain OCT (also Fourier Domain OCT) SEFD-OCT extracts spectral information by distributing different optical frequencies onto a detector stripe (line-array CCD or CMOS) via a dispersive element. Thereby the information of the full depth scan can be acquired within a single exposure. However, the large signal to noise advantage of FD-OCT is reduced due the lower dynamic range of stripe detectors in respect to single photosensitive diodes, resulting in an SNR (signal to noise ratio) advantage of ˜10 dB at much higher speeds. The drawbacks of this technology are found in a strong fall-off of the SNR, which is proportional to the distance from the zero delay and a sinc-type reduction of the depth dependent sensitivity because of limited detection linewidth. (One pixel detects a quasi-rectangular portion of an optical frequency range instead of a single frequency, the Fourier-transform leads to the sinc(z) behavior). Additionally the dispersive elements in the spectroscopic detector usually do not distribute the light equally spaced in frequency on the detector, but mostly have an inverse dependence. Therefore the signal has to be resampled before processing, which can not take care of the difference in local (pixelwise) bandwidth, which results in further reduction of the signal quality.
Time encoded Frequency Domain OCT (also swept source OCT) (TEFD-OCT) tries to combine some of the advantages of standard TD and SEFD-OCT. Here the spectral components are not encoded by spatial separation, but they are encoded in time. The spectrum is either filtered or generated in single successive frequency steps and reconstructed before Fourier-transformation. By accommodation of a frequency scanning light source (i.e., frequency scanning laser) the optical setup becomes simpler than SEFD, but the problem of scanning is essentially translated from the TD-OCT reference-arm into the TEFD-OCT light source. Here the advantage lies in the proven high SNR detection technology, while swept laser sources achieve very small instantaneous bandwidths (=linewidth) at very high frequencies (20-200 kHz). Drawbacks are the nonlinearities in the wavelength, especially at high scanning frequencies. The broadening of the linewidth at high frequencies and a high sensitivity to movements of the scanning geometry or the sample (below the range of nanometers within successive frequency steps).
Focusing the light beam to a point on the surface of the sample under test, and recombining the reflected light with the reference will yield an interferogram with sample information corresponding to a single A-scan (Z axis only). Scanning of the sample can be accomplished by either scanning the light on the sample, or by moving the sample under test A linear scan will yield a two-dimensional data set corresponding to a cross-sectional image (X-Z axes scan), whereas an area scan achieves a three-dimensional data set corresponding to a volumetric image (X-Y-Z axes scan), also called full-field OCT.
Systems based on single point, or flying-spot time domain OCT, must scan the sample in two lateral dimensions and reconstruct a three-dimensional image using depth information obtained by coherence-gating through an axially scanning reference arm. Two dimensional lateral scanning has been electromechanically implemented by moving the sample8 using a translation stage, and using a novel micro-electro-mechanical system scanner10.
Parallel OCT using a charge-coupled device (CCD) camera has been used in which the sample is full-field illuminated and en face imaged with the CCD, hence eliminating the electromechanical lateral scan. By stepping the reference mirror and recording successive en face images a three-dimensional representation can be reconstructed. Three-dimensional OCT using a CCD camera was demonstrated in a phase-stepped technique11, using geometric phase-shifting with a Linnik interferometer12, utilising a pair of CCDs and heterodyne detection13, and in a Linnik interferometer with an oscillating reference mirror and axial translation stage14. Central to the CCD approach is the necessity for either very fast CCDs or carrier generation separate to the stepping reference mirror to track the high frequency OCT carrier.
A two-dimensional smart detector array, fabricated using a 2 μm complementary metal-oxide-semiconductor (CMOS) process, was used to demonstrate full-field OCT15. Featuring an uncomplicated optical setup, each pixel of the 58×58 pixel smart detector array acted as an individual photodiode and included its own hardware demodulation circuitry.

High-resolution retinal imaging using adaptive optics and Fourier-domain optical coherence tomography

Lawrence Livermore National Security, LLC