Title : 
Compressed 3D ultrasound imaging with 2D arrays
         
        
            Author : 
Birk, M. ; Burshtein, Amir ; Chernyakova, Tanya ; Eilam, Alon ; Choe, J.W. ; Nikoozadeh, Amin ; Khuri-Yakub, Pierre ; Eldar, Yonina C.
         
        
            Author_Institution : 
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
         
        
        
        
        
        
            Abstract : 
Contemporary sonography is performed by digitally beamforming signals sampled by several transducer elements placed upon an array. High-resolution digital beamforming introduces the demand for a sampling rate significantly higher than the signal´s Nyquist rate, which greatly increases the volume of data that must be processed. In 3D ultrasound imaging, 2D transducer arrays rather than 1D arrays are used, and more scan-lines are needed for volumetric imaging. This implies that the amount of sampled data is vastly increased with respect to 2D imaging. In this work we show that a considerable reduction both in sampling rate and processing time can be achieved by applying the ideas of Xampling and frequency domain beamforming, leading to a sub-Nyquist sampling rate. We extend previous work on frequency domain beamforming for 2D ultrasound imaging to the geometry imposed by 3D tissues and a grid of transducer elements. This method uses only a portion of the bandwidth of the ultrasound signals to reconstruct the image. We demonstrate our results by imaging a phantom comprised of fishing wires, and show that by performing 3D beamforming in the frequency domain, a sub-Nyquist sampling rate and a low processing rate are obtained, while keeping adequate image quality.
         
        
            Keywords : 
array signal processing; biomedical ultrasonics; compressed sensing; ultrasonic imaging; 2D transducer arrays; compressed 3D ultrasound imaging; contemporary sonography; frequency domain beamforming; high resolution digital beamforming; image quality; processing time; subNyquist sampling rate; volumetric imaging; Array signal processing; Discrete Fourier transforms; Frequency-domain analysis; Imaging; Three-dimensional displays; Transducers; Ultrasonic imaging; Array Processing; Beamforming; Compressed Sensing; Speckle; Ultrasound;
         
        
        
        
            Conference_Titel : 
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
         
        
            Conference_Location : 
Florence
         
        
        
            DOI : 
10.1109/ICASSP.2014.6854941