Multi-energy computed tomography reconstruction using an average image induced low-rank tensor decomposition with spatial-spectral total variation regularization

15th International Meeting on Fully Three-Dimensional Image Reconstruction in Radiology and Nuclear Medicine ◽

10.1117/12.2534802 ◽

2019 ◽

Author(s):

Lisha Yao ◽

Dong Zeng ◽

Sui Li ◽

Zhaoying Bian ◽

Jianhua Ma

Keyword(s):

Computed Tomography ◽

Total Variation ◽

Tensor Decomposition ◽

Low Rank ◽

Total Variation Regularization ◽

Rank Tensor ◽

Tomography Reconstruction ◽

Computed Tomography Reconstruction ◽

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CPCT-LRTDTV: cerebral perfusion CT image restoration via a low rank tensor decomposition with total variation regularization

Medical Imaging 2018: Physics of Medical Imaging ◽

10.1117/12.2293964 ◽

2018 ◽

Author(s):

Jianhua Ma ◽

Dong Zeng ◽

Jiangjun Peng ◽

Yao Wang ◽

Deyu Meng

Keyword(s):

Image Restoration ◽

Total Variation ◽

Cerebral Perfusion ◽

Tensor Decomposition ◽

Perfusion Ct ◽

Low Rank ◽

Total Variation Regularization ◽

Ct Image ◽

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Robust CBCT Reconstruction Based On Low-Rank Tensor Decomposition And Total Variation Regularization

2020 IEEE International Conference on Image Processing (ICIP) ◽

10.1109/icip40778.2020.9190979 ◽

2020 ◽

Author(s):

Xin Tian ◽

Wei Chen ◽

Fang Zhao ◽

Bo Li ◽

Zhongyuan Wang

Keyword(s):

Total Variation ◽

Tensor Decomposition ◽

Low Rank ◽

Total Variation Regularization ◽

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Hyperspectral Image Denoising With Total Variation Regularization and Nonlocal Low-Rank Tensor Decomposition

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/tgrs.2019.2947333 ◽

2020 ◽

Vol 58 (5) ◽

pp. 3071-3084 ◽

Author(s):

Hongyan Zhang ◽

Lu Liu ◽

Wei He ◽

Liangpei Zhang

Keyword(s):

Image Denoising ◽

Total Variation ◽

Hyperspectral Image ◽

Tensor Decomposition ◽

Low Rank ◽

Total Variation Regularization ◽

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Low dose cone-beam computed tomography reconstruction via hybrid prior contour based total variation regularization (hybrid-PCTV)

Quantitative Imaging in Medicine and Surgery ◽

10.21037/qims.2019.06.02 ◽

2019 ◽

Vol 9 (7) ◽

pp. 1214-1228

Author(s):

Yingxuan Chen ◽

Fang-Fang Yin ◽

Yawei Zhang ◽

You Zhang ◽

Lei Ren

Keyword(s):

Computed Tomography ◽

Total Variation ◽

Cone Beam Computed Tomography ◽

Low Dose ◽

Cone Beam ◽

Total Variation Regularization ◽

Tomography Reconstruction ◽

Computed Tomography Reconstruction

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An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial–Temporal Total Variation Regularization

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2018.2865198 ◽

2019 ◽

Vol 38 (2) ◽

pp. 360-370 ◽

Author(s):

Sui Li ◽

Dong Zeng ◽

Jiangjun Peng ◽

Zhaoying Bian ◽

Hao Zhang ◽

...

Keyword(s):

Total Variation ◽

Cerebral Perfusion ◽

Tensor Decomposition ◽

Perfusion Ct ◽

Low Rank ◽

Total Variation Regularization ◽

Ct Reconstruction ◽

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3D ring artifacts removal algorithm combined low‐rank tensor decomposition with spatial‐sequential total variation regularization and its application in phase‐contrast microtomography

Medical Physics ◽

10.1002/mp.15387 ◽

2021 ◽

Author(s):

Yimin Li ◽

Yuqing Zhao ◽

Dongjiang Ji ◽

Shuo Han ◽

Mengting Zheng ◽

...

Keyword(s):

Total Variation ◽

Phase Contrast ◽

Tensor Decomposition ◽

Low Rank ◽

Total Variation Regularization ◽

Rank Tensor ◽

Artifacts Removal

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Sparse-View X-ray Computed Tomography Reconstruction via Mumford-Shah Total Variation Regularization

Lecture Notes in Computer Science - Advanced Intelligent Computing Theories and Applications ◽

10.1007/978-3-319-22053-6_79 ◽

2015 ◽

pp. 745-751

Author(s):

Bo Chen ◽

Chen Zhang ◽

Zhao-Ying Bian ◽

Wen-Sheng Chen ◽

Jian-Hua Ma ◽

...

Keyword(s):

Computed Tomography ◽

Total Variation ◽

Total Variation Regularization ◽

X Ray ◽

X Ray Computed ◽

Tomography Reconstruction ◽

Computed Tomography Reconstruction

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Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization

Neurocomputing ◽

10.1016/j.neucom.2020.12.110 ◽

2021 ◽

Vol 435 ◽

pp. 197-215

Author(s):

Duo Qiu ◽

Minru Bai ◽

Michael K. Ng ◽

Xiongjun Zhang

Keyword(s):

Total Variation ◽

Nuclear Norm ◽

Low Rank ◽

Total Variation Regularization ◽

Tensor Completion ◽

Rank Tensor ◽

Tensor Nuclear Norm

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Total Variation Regularized Low-Rank Tensor Decomposition with nonlocal for single image denoising

10.1109/rcar52367.2021.9517668 ◽

2021 ◽

Author(s):

Shengchuan Li ◽

Yanmei Wang ◽

Qiong Luo ◽

Kai Wang ◽

Zhi Han ◽

...

Keyword(s):

Image Denoising ◽

Total Variation ◽

Tensor Decomposition ◽

Low Rank ◽

Single Image ◽

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Denoising of low-dose CT images via low-rank tensor modeling and total variation regularization

Artificial Intelligence in Medicine ◽

10.1016/j.artmed.2018.12.006 ◽

2019 ◽

Vol 94 ◽

pp. 1-17 ◽

Author(s):

Sameera V. Mohd Sagheer ◽

Sudhish N. George

Keyword(s):

Total Variation ◽

Low Dose ◽

Ct Images ◽

Low Rank ◽

Total Variation Regularization ◽

Low Dose Ct ◽

Rank Tensor ◽

Tensor Modeling

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