Docket #: S10-178
A noise robust decoder for multiplexing readout channels on an imaging sensor array
Stanford researchers have invented a decoder for multiplexed readouts of imaging arrays that optimizes the signal-to-noise ratio (SNR) of the decoded detector pixel signals. It uses maximum likelihood estimation, which is referred to as “maximum likelihood CS” (ML-CS) decoding. For noisy imaging applications, it can improve the signal-to-noise ratio (SNR) performance of multiplexed readouts for imaging arrays with a practical, affordable implementation. This invention can reduce the cost of an imaging sensor by reducing the number of readout channels. It is applicable to a wide range of imaging applications, ranging from medical imaging to digital cameras.
Stage of Research:
- For positron emission tomography (PET), simulations showed that the invention can improve the SNR of the decoded signal by 3-4 times over compressed sensing techniques on compressed sensing multiplexing topologies.
- The decoder can also be applied to conventional multiplexing topologies to provide a 50% decoded SNR improvement over conventional multiplexing decoders.
Applications
- Medical imaging applications such as planar imaging by X-rays or nuclear medicine, X-ray CT, MRI, PET, and SPECT
- High-speed optical imaging with digital cameras
- Low-light optical imaging with digital cameras
- Time-of-flight imaging for medical and non-medical applications
Advantages
- More robust to noise that previous methods in practice
- Improves the signal-to-noise ratio (SNR) performance
- Computationally feasible to implement
- Lowers cost of imaging by enabling multiplexing under noisy conditions
- Multiplexing reduces the number of readout channels and can improve yield by allowing an imaging sensor to be used with a few "bad" pixels
Publications
- Chinn G. et al. Sparse Signal Recovery Methods for Multiplexing PET Detector Readout. IEEE Transactions on Medical Imaging, Vol 32, No 5, May 2013.
- Olcott, PD, Chinn G, Levin CS, “Compressed sensing for multiplexed PET detectors,” IEEE-NSS MIC 2011 Valencia, Spai
Related Links
Patents
- Published Application: 20130142409
- Issued: 8,849,002 (USA)
Similar Technologies
-
A NOVEL SURFACE ENHANCED RAMAN SCATTERING GOLD NANOPARTICLE FOR IMAGING TUMOR OXIDATIVE STRESS S19-246A NOVEL SURFACE ENHANCED RAMAN SCATTERING GOLD NANOPARTICLE FOR IMAGING TUMOR OXIDATIVE STRESS
-
Scatter Correction Algorithm for X-ray and Volumetric CT S05-051Scatter Correction Algorithm for X-ray and Volumetric CT
-
Methods for Improved Tomographic Image Reconstruction S06-454Methods for Improved Tomographic Image Reconstruction