Under-sampling Trajectory Design for Compressed Sensing MRI
Duanduan Liu; Dong Liang; Xin Liu; Y uan-ting Zhang
2012
会议名称34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS)
会议地点San Diego, CA, United states
英文摘要The under-sampling trajectory design plays a key role in compressed sensing MRI. The traditional design scheme using probability density function (PDF) is based up observation on energy distribution in k-space rather than systematic optimization, which results in non-deterministic trajectory even with a fixed PDF. Guidance-based method like Bayesian inference scheme is always bothered with high computational complexity on entropy. In this paper, we study how to adaptively design an under-sampling trajectory in the context of CS with systematic optimization and small complexity. Simulation results conducted on images from different slices and dynamic sequence demonstrate the effectiveness of the proposed method by comparing the designed trajectory with those by traditional method.
收录类别EI
语种英语
内容类型会议论文
源URL[http://ir.siat.ac.cn:8080/handle/172644/4066]  
专题深圳先进技术研究院_医工所
作者单位2012
推荐引用方式
GB/T 7714
Duanduan Liu,Dong Liang,Xin Liu,et al. Under-sampling Trajectory Design for Compressed Sensing MRI[C]. 见:34th Annual International Conference of the IEEE Engineering-in-Medicine-and-Biology-Society (EMBS). San Diego, CA, United states.
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