NSTL国家科技图书文献中心

1. Self-supervised Scalable Deep Compressed Sensing NSTL国家科技图书文献中心

Chen, Bin | Zhang, Xuanyu ... - 《International Journal of Computer Vision》 - 2025,133(2) - 688～723 - 共36页

摘要：Compressed sensing (CS) is a promising tool | for reducing sampling costs. Current deep neural | network (NN)-based CS approaches face the challenges of | collecting labeled measurement-ground truth (GT) data and | generalizing to real applications. This paper proposes a

关键词： Compressed sensing | Inverse imaging problems | Self-supervised learning | Algorithm unrolling

2. Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling NSTL国家科技图书文献中心

Noam Elata | Tomer Michaeli ... - 《Computer Vision - ECCV 2024,Part LXXVIII》 - European Conference on Computer Vision - 2025, - 290～308 - 共19页

摘要：Compressed Sensing (CS) facilitates rapid | image acquisition by selecting a small subset of | measurements sufficient for high-fidelity reconstruction | . Adaptive CS seeks to further enhance this process by | dynamically choosing future measurements based on

关键词： Adaptive compressed sensing | Posterior sampling | Pre-trained diffusion models

3. A Three-Stage Compressed Sensing Method for Photoacoustic Imaging NSTL国家科技图书文献中心

Chen Yang | Yuanmao Wang ... - 《IEEE signal processing letters》 - 2025,32 - 901～905 - 共5页

摘要： compressed sensing photoacoustic imaging methods under high | undersampling, a three-stage compressed* sensing method is* | and curvelet domain compressed* sensing. Subsequently* | indicate that the three-stage compressed sensing | that is compressed* in both spatial and temporal*

关键词： Sensors | Image reconstruction | Sparse matrices | Compressed sensing | Photoacoustic imaging | Detectors | Spatiotemporal phenomena | Sensor arrays | Time series analysis | Optical sensors

4. Adaptive Selection of Sampling-Reconstruction in Fourier Compressed Sensing NSTL国家科技图书文献中心

Seongmin Hong | Jaehyeok Bae ... - 《Computer Vision - ECCV 2024,Part LXV》 - European Conference on Computer Vision - 2025, - 307～322 - 共16页

摘要：Compressed sensing (CS) has emerged to | overcome the inefficiency of Nyquist sampling. However | , traditional optimization-based reconstruction is slow and | may not yield a high-quality image in practice. Deep | learning-based reconstruction has been a promising

关键词： Fourier compressed sensing | Sampling-reconstruction | Adaptive selection | Bayesian uncertainty

5. Semi-Tensor Product Compressed Sensing With Its Applications: A Review NSTL国家科技图书文献中心

Zhou, Rongpei | Li, Rongfa ... - 《IEEE sensors journal》 - 2025,25(3) - 4096～4114 - 共19页

摘要： technology, the semi-tensor product compressed* sensing (STP* | concepts of compressed* sensing (CS) and the definition of* | security, image encryption, and spectrum sensing | Recently, as an emerging signal processing | -CS) has attracted widespread attention in the

关键词： Sensors | Sparse matrices | Image reconstruction | Size measurement | Signal processing | Compressed sensing | Optimization | Data processing | Signal processing algorithms | Reviews...

6. Differential Protection for Distribution Grids Based on Dual Compressed Sensing Theory NSTL国家科技图书文献中心

Yahui Duan | Tonghua Wu ... - 《The International Conference Optoelectronic Information and Optical Engineering (OIOE2024),Part One of Two Parts》 - International Conference Optoelectronic Information and Optical Engineering - 2025, - 1351320.1～1351320.9 - 共9页

摘要： sensing theory. This technique employs two compressed | compressed sensing algorithm, ensuring the security of | network differential protection based on dual compressed | sensing schemes to compress the data before transmission | With the increasing integration of distributed

关键词： Compressed sensing | Distribution grid | Differential protection

7. Compressed Sensing‐Accelerated Free‐Breathing Liver MRI at 7 T NSTL国家科技图书文献中心

Mitra Tavakkoli | Bobby A. Runderkamp ... - 《NMR in biomedicine》 - 2025,38(6) - e70047～e70047 - 共16页

摘要： expiration‐phase data using compressed* sensing, optimizing* | ABSTRACT Ultra‐high field MRI facilitates | imaging at high spatial resolutions, which may become | important for detailed anatomical and pathological | assessment of the human liver. Therefore, we aimed to

关键词： 7 T MRI | abdomen | compressed sensing | free‐breathing | high‐resolution | liver

8. Practical Compact Deep Compressed Sensing NSTL国家科技图书文献中心

Bin Chen | Jian Zhang - 《IEEE Transactions on Pattern Analysis and Machine Intelligence》 - 2025,47(3) - 1610～1626 - 共17页

摘要： deep networks in compressed* sensing (CS), which* | Recent years have witnessed the success of | allows for a significant reduction in sampling cost and | has gained growing attention since its inception. In | this paper, we propose a new practical and compact

关键词： Artificial neural networks | Image reconstruction | Imaging | Matrix converters | Hardware | Filtering | Training | Signal processing algorithms | Optimization | Micromirrors

9. Virtual Machine Placement Method with Compressed Sensing-Based Traffic Volume Estimation NSTL国家科技图书文献中心

Kenta YUMOTO | Ami YAMAMOTO ... - 《IEICE Transactions on communications》 - 2025,E108/B(1) - 72～84 - 共13页

摘要： propose a VMP method using a compressed* sensing (CS* | In cloud computing environments with virtual | machines (VMs), we propose a VM placement (VMP) method | based on traffic estimation to balance loads due to | traffic volumes within physical hosts (PHs) and passing

关键词： virtual machine | compressed sensing | VM placement | traffic | volume estimation

10. High‐Resolution 3D Turbo Spin‐Echo Wrist MRI at 7T Accelerated by Compressed Sensing NSTL国家科技图书文献中心

Bobby A. Runderkamp | Matthan W. A. Caan ... - 《NMR in biomedicine》 - 2025,38(6) - e70041～e70041 - 共17页

摘要：, facilitated by compressed‐sensing* (CS) acceleration. In 16* | ABSTRACT This study aimed to obtain high | ‐resolution 3D isotropic turbo spin‐echo (TSE) wrist MRI | acquisitions at 7T, with and without fat suppression | healthy subjects, fat‐suppressed (FS) and nonfat

摘要：Compressed sensing (CS) is a promising tool | for reducing sampling costs. Current deep neural | network (NN)-based CS approaches face the challenges of | collecting labeled measurement-ground truth (GT) data and | generalizing to real applications. This paper proposes a

关键词： Compressed sensing | Inverse imaging problems | Self-supervised learning | Algorithm unrolling

摘要：Compressed Sensing (CS) facilitates rapid | image acquisition by selecting a small subset of | measurements sufficient for high-fidelity reconstruction | . Adaptive CS seeks to further enhance this process by | dynamically choosing future measurements based on

关键词： Adaptive compressed sensing | Posterior sampling | Pre-trained diffusion models

摘要： compressed sensing photoacoustic imaging methods under high | undersampling, a three-stage compressed* sensing method is* | and curvelet domain compressed* sensing. Subsequently* | indicate that the three-stage compressed sensing | that is compressed* in both spatial and temporal*

关键词： Sensors | Image reconstruction | Sparse matrices | Compressed sensing | Photoacoustic imaging | Detectors | Spatiotemporal phenomena | Sensor arrays | Time series analysis | Optical sensors

摘要：Compressed sensing (CS) has emerged to | overcome the inefficiency of Nyquist sampling. However | , traditional optimization-based reconstruction is slow and | may not yield a high-quality image in practice. Deep | learning-based reconstruction has been a promising

关键词： Fourier compressed sensing | Sampling-reconstruction | Adaptive selection | Bayesian uncertainty

摘要： technology, the semi-tensor product compressed* sensing (STP* | concepts of compressed* sensing (CS) and the definition of* | security, image encryption, and spectrum sensing | Recently, as an emerging signal processing | -CS) has attracted widespread attention in the

关键词： Sensors | Sparse matrices | Image reconstruction | Size measurement | Signal processing | Compressed sensing | Optimization | Data processing | Signal processing algorithms | Reviews...

摘要： sensing theory. This technique employs two compressed | compressed sensing algorithm, ensuring the security of | network differential protection based on dual compressed | sensing schemes to compress the data before transmission | With the increasing integration of distributed

关键词： Compressed sensing | Distribution grid | Differential protection

摘要： expiration‐phase data using compressed* sensing, optimizing* | ABSTRACT Ultra‐high field MRI facilitates | imaging at high spatial resolutions, which may become | important for detailed anatomical and pathological | assessment of the human liver. Therefore, we aimed to

关键词： 7 T MRI | abdomen | compressed sensing | free‐breathing | high‐resolution | liver

摘要： deep networks in compressed* sensing (CS), which* | Recent years have witnessed the success of | allows for a significant reduction in sampling cost and | has gained growing attention since its inception. In | this paper, we propose a new practical and compact

关键词： Artificial neural networks | Image reconstruction | Imaging | Matrix converters | Hardware | Filtering | Training | Signal processing algorithms | Optimization | Micromirrors

摘要： propose a VMP method using a compressed* sensing (CS* | In cloud computing environments with virtual | machines (VMs), we propose a VM placement (VMP) method | based on traffic estimation to balance loads due to | traffic volumes within physical hosts (PHs) and passing

关键词： virtual machine | compressed sensing | VM placement | traffic | volume estimation

摘要：, facilitated by compressed‐sensing* (CS) acceleration. In 16* | ABSTRACT This study aimed to obtain high | ‐resolution 3D isotropic turbo spin‐echo (TSE) wrist MRI | acquisitions at 7T, with and without fat suppression | healthy subjects, fat‐suppressed (FS) and nonfat

关键词： 3D TSE | 7T | compressed sensing | fat suppression | high‐resolution | wrist

4008-161-200 800-990-8900

国家科技图书文献中心

摘要：Compressed sensing (CS) is a promising tool | for reducing sampling costs. Current deep neural | network (NN)-based CS approaches face the challenges of | collecting labeled measurement-ground truth (GT) data and | generalizing to real applications. This paper proposes a

关键词： Compressed sensing | Inverse imaging problems | Self-supervised learning | Algorithm unrolling

摘要：Compressed Sensing (CS) facilitates rapid | image acquisition by selecting a small subset of | measurements sufficient for high-fidelity reconstruction | . Adaptive CS seeks to further enhance this process by | dynamically choosing future measurements based on

关键词： Adaptive compressed sensing | Posterior sampling | Pre-trained diffusion models

摘要： compressed sensing photoacoustic imaging methods under high | undersampling, a three-stage compressed sensing method is | and curvelet domain compressed sensing. Subsequently | indicate that the three-stage compressed sensing | that is compressed in both spatial and temporal

关键词： Sensors | Image reconstruction | Sparse matrices | Compressed sensing | Photoacoustic imaging | Detectors | Spatiotemporal phenomena | Sensor arrays | Time series analysis | Optical sensors

摘要：Compressed sensing (CS) has emerged to | overcome the inefficiency of Nyquist sampling. However | , traditional optimization-based reconstruction is slow and | may not yield a high-quality image in practice. Deep | learning-based reconstruction has been a promising

关键词： Fourier compressed sensing | Sampling-reconstruction | Adaptive selection | Bayesian uncertainty

摘要： technology, the semi-tensor product compressed sensing (STP | concepts of compressed sensing (CS) and the definition of | security, image encryption, and spectrum sensing | Recently, as an emerging signal processing | -CS) has attracted widespread attention in the

关键词： Sensors | Sparse matrices | Image reconstruction | Size measurement | Signal processing | Compressed sensing | Optimization | Data processing | Signal processing algorithms | Reviews...

摘要： sensing theory. This technique employs two compressed | compressed sensing algorithm, ensuring the security of | network differential protection based on dual compressed | sensing schemes to compress the data before transmission | With the increasing integration of distributed

关键词： Compressed sensing | Distribution grid | Differential protection

摘要： expiration‐phase data using compressed sensing, optimizing | ABSTRACT Ultra‐high field MRI facilitates | imaging at high spatial resolutions, which may become | important for detailed anatomical and pathological | assessment of the human liver. Therefore, we aimed to

关键词： 7 T MRI | abdomen | compressed sensing | free‐breathing | high‐resolution | liver

摘要： deep networks in compressed sensing (CS), which | Recent years have witnessed the success of | allows for a significant reduction in sampling cost and | has gained growing attention since its inception. In | this paper, we propose a new practical and compact

关键词： Artificial neural networks | Image reconstruction | Imaging | Matrix converters | Hardware | Filtering | Training | Signal processing algorithms | Optimization | Micromirrors

摘要： propose a VMP method using a compressed sensing (CS | In cloud computing environments with virtual | machines (VMs), we propose a VM placement (VMP) method | based on traffic estimation to balance loads due to | traffic volumes within physical hosts (PHs) and passing

关键词： virtual machine | compressed sensing | VM placement | traffic | volume estimation

摘要：, facilitated by compressed‐sensing (CS) acceleration. In 16 | ABSTRACT This study aimed to obtain high | ‐resolution 3D isotropic turbo spin‐echo (TSE) wrist MRI | acquisitions at 7T, with and without fat suppression | healthy subjects, fat‐suppressed (FS) and nonfat

关键词： 3D TSE | 7T | compressed sensing | fat suppression | high‐resolution | wrist

4008-161-200 800-990-8900

国家科技图书文献中心

摘要： compressed sensing photoacoustic imaging methods under high | undersampling, a three-stage compressed* sensing method is* | and curvelet domain compressed* sensing. Subsequently* | indicate that the three-stage compressed sensing | that is compressed* in both spatial and temporal*

摘要： technology, the semi-tensor product compressed* sensing (STP* | concepts of compressed* sensing (CS) and the definition of* | security, image encryption, and spectrum sensing | Recently, as an emerging signal processing | -CS) has attracted widespread attention in the

摘要： expiration‐phase data using compressed* sensing, optimizing* | ABSTRACT Ultra‐high field MRI facilitates | imaging at high spatial resolutions, which may become | important for detailed anatomical and pathological | assessment of the human liver. Therefore, we aimed to

摘要： deep networks in compressed* sensing (CS), which* | Recent years have witnessed the success of | allows for a significant reduction in sampling cost and | has gained growing attention since its inception. In | this paper, we propose a new practical and compact

摘要： propose a VMP method using a compressed* sensing (CS* | In cloud computing environments with virtual | machines (VMs), we propose a VM placement (VMP) method | based on traffic estimation to balance loads due to | traffic volumes within physical hosts (PHs) and passing

摘要：, facilitated by compressed‐sensing* (CS) acceleration. In 16* | ABSTRACT This study aimed to obtain high | ‐resolution 3D isotropic turbo spin‐echo (TSE) wrist MRI | acquisitions at 7T, with and without fat suppression | healthy subjects, fat‐suppressed (FS) and nonfat