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Author Kadu, A.; Lucka, F.; Batenburg, K.J. pdf  doi
openurl 
  Title Single-shot tomography of discrete dynamic objects Type A1 Journal article
  Year (down) 2024 Publication IEEE transactions on computational imaging Abbreviated Journal  
  Volume 10 Issue Pages 941-952  
  Keywords A1 Journal article; Engineering sciences. Technology; Electron microscopy for materials research (EMAT)  
  Abstract This paper presents a novel method for the reconstruction of high-resolution temporal images in dynamic tomographic imaging, particularly for discrete objects with smooth boundaries that vary over time. Addressing the challenge of limited measurements per time point, we propose a technique that incorporates spatial and temporal information of the dynamic objects. Our method uses the explicit assumption of homogeneous attenuation values of discrete objects. We achieve this computationally through the application of the level-set method for image segmentation and the representation of motion via a sinusoidal basis. The result is a computationally efficient and easily optimizable variational framework that enables the reconstruction of high-quality 2D or 3D image sequences with a single projection per frame. Compared to variational regularization-based methods using similar image models, our approach demonstrates superior performance on both synthetic and pseudo-dynamic real X-ray tomography datasets. The implications of this research extend to improved visualization and analysis of dynamic processes in tomographic imaging, finding potential applications in diverse scientific and industrial domains. The supporting data and code are provided.  
  Address  
  Corporate Author Thesis  
  Publisher Place of Publication Editor  
  Language Wos https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=brocade2&SrcAuth=WosAPI&KeyUT=WOS:001256 Publication Date 2024-06-13  
  Series Editor Series Title Abbreviated Series Title  
  Series Volume Series Issue Edition  
  ISSN 2573-0436; 2333-9403 ISBN Additional Links UA library record; WoS full record; WoS full record  
  Impact Factor 5.4 Times cited Open Access  
  Notes Approved Most recent IF: 5.4; 2024 IF: NA  
  Call Number UA @ admin @ c:irua:207017 Serial 9315  
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