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Compressive sensing in medical imaging - PubMed
- https://pubmed.ncbi.nlm.nih.gov/25968400/
- The promise of compressive sensing, exploitation of compressibility to achieve high quality image reconstructions with less data, has attracted a great deal of attention in the medical imaging community. At the Compressed Sensing Incubator …
Compressed sensing MRI: a review from signal processing …
- https://bmcbiomedeng.biomedcentral.com/articles/10.1186/s42490-019-0006-z
- In order to apply compressed sensing theory for specific imaging applications, the unknown signal should be sparse in some …
Compressive sensing in medical signal processing and …
- https://www.sciencedirect.com/science/article/pii/B978012819361700004X
- Thus compressive sensing (CS) acts as a new path that benefits both the speed and quality of the diagnosis. The term “health monitoring” refers to the …
Compressed Sensing + AI = Faster, High-Quality …
- https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Compressed-Sensing-AI-Faster-High-Quality-Medical-Imaging/post/1335684
- Critically, the number of samples (white dots) needed for the compressed sensing approach is substantially lower than in the traditional sampling approach (Figure 3, left …
Compressive sensing in medical imaging - Optica
- https://opg.optica.org/ao/abstract.cfm?uri=ao-54-8-C23
- The promise of compressive sensing, exploitation of compressibility to achieve high quality image reconstructions with less data, has attracted a great deal of attention in the …
Compressed sensing based dynamic MR image ... - BMC Medical Imaging
- https://bmcmedimaging.biomedcentral.com/articles/10.1186/s12880-022-00826-1
- Compressed Sensing Magnetic Resonance Imaging (CS-MRI) is a promising technique to accelerate dynamic cardiac MR imaging (DCMRI). For DCMRI, …
Discrete cosine transform–based compressive sensing recovery strategies ...
- https://www.sciencedirect.com/science/article/pii/B9780128200247000098
- Medical image compression has a significant role, including telemedicine, medical imaging, and video conferencing for consultation. One of the effective compression techniques, compressive sensing (CS), defined as a hypothesis to represent the information at a rate below Nyquist-Shannon sampling rate for sparse and incoherence …
Compressive Sensing - an overview | ScienceDirect Topics
- https://www.sciencedirect.com/topics/engineering/compressive-sensing
- Compressive sensing is a quite recent signal/image acquisition achievement with the capability of sampling data via a much smaller number of sensory devices. It is even less …
Compressed sensing - Wikipedia
- https://en.wikipedia.org/wiki/Compressed_sensing
- Compressed sensing combined with a moving aperture has been used to increase the acquisition rate of images in a transmission electron microscope. In scanning mode , compressive sensing combined with …
Compressive Sensing | Seismic Laboratory for Imaging and …
- https://slim.gatech.edu/research/compressive-sensing
- Fast Imaging with Surface-related multiples Full-waveform inversion References Introduction Compressed Sensing (CS) is a novel sensing/sampling paradigm that …
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