Systems and methods for noise reduction in imaging
Systems and methods are provided for the denoising of images in the presence of broadband noise based on the detection and/or estimation of in-band noise. According to various example embodiments, an estimate of broadband noise that lies within the imaging band is made by detecting or characterizing the out-of-band noise that lies outside of the imaging band. This estimated in-band noise may be employed for denoise the detected imaging waveform. According to other example embodiments, a reference receive circuit that is sensitive to noise within the imaging band, but is isolated from the imaging energy, may be employed to detect and/or characterize the noise within the imaging band. The estimated reference noise may be employed to denoise the detected in-band imaging waveform.
1. A method of denoising imaging signals detected in the presence of broadband noise, the method comprising:
detecting energy waves with an imaging transducer receive circuit, thereby obtaining an imaging waveform, and filtering the imaging waveform to generate an in-band imaging waveform residing within an imaging band and an out-of-band noise-detection imaging waveform residing within a noise-detection band that lies, at least in part, beyond the imaging band;
detecting an in-band imaging envelope of the in-band imaging waveform;
detecting an out-of-band envelope of the out-of-band noise-detection imaging waveform;
applying a scaling factor to the out-of-band envelope, thereby obtaining a modified out-of-band envelope; and
combining the modified out-of-band envelope and the in-band imaging envelope to obtain a noise-corrected in-band envelope;
wherein the scaling factor is selected to reduce a contribution of in-band noise in the noise-corrected in-band envelope.
2. The method according to claim 1 further comprising adjusting a relative delay between the modified out-of-band envelope and the in-band imaging envelope prior to combining the modified out-of-band envelope and the in-band imaging envelope.
3. The method according to claim 2 wherein the relative delay is determined by calculating a cross-correlation between the in-band imaging envelope and the modified out-of-band envelope.
4. The method according to claim 1 wherein the imaging transducer receive circuit comprises an ultrasound transducer.
5. The method according to claim 1 wherein the imaging transducer receive circuit comprises a coil for detecting a magnetic field.
6. A method of denoising imaging signals detected in the presence of noise, the method comprising:
detecting energy waves with an imaging transducer receive circuit, thereby obtaining an imaging waveform, and filtering the imaging waveform to generate an in-band imaging waveform residing within an imaging band and an out-of-band noise-detection imaging waveform residing within a noise-detection band that lies, at least in part, beyond the imaging band;
applying a frequency shift and an amplitude scaling factor to the out-of-band noise-detection imaging waveform, thereby obtaining a modified waveform, such that the modified waveform includes frequency components residing within the imaging band; and
combining the modified waveform and the in-band imaging waveform to obtain a noise-corrected in-band imaging waveform;
wherein the amplitude scaling factor is selected to reduce a contribution of in-band noise in the noise-corrected in-band imaging waveform.
7. The method according to claim 6 further comprising adjusting a relative delay between the modified waveform and the in-band imaging waveform prior to combining the modified waveform and the in-band imaging waveform.
8. A method of denoising imaging signals detected in the presence of noise, the method comprising:
detecting energy waves with an imaging transducer receive circuit, thereby obtaining an imaging waveform, and filtering the imaging waveform to generate an in-band imaging waveform residing within an imaging band; and
detecting noise with a reference receive circuit configured to avoid transduction of imaging energy while detecting noise received by the imaging transducer receive circuit, thereby obtaining a reference noise-detection waveform;
detecting an in-band imaging envelope of the in-band imaging waveform;
detecting a reference envelope of the reference noise-detection waveform;
applying a scaling factor to the reference envelope, thereby obtaining a modified reference envelope; and
combining the modified reference envelope and the in-band imaging envelope to obtain a noise-corrected in-band envelope;
wherein the scaling factor is selected to reduce a contribution of in-band noise in the noise-corrected in-band envelope.
9. The method according to claim 8 further comprising adjusting a relative delay between the modified reference envelope and the in-band imaging envelope prior to combining the modified reference envelope and the in-band imaging envelope.
10. The method according to claim 9 wherein the relative delay is determined by calculating a cross-correlation between the in-band imaging envelope and the modified reference envelope.