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Using compression codes in compressed sensing

2016 IEEE Information Theory Workshop (ITW), 2016
Data compression and compressed sensing algorithms exploit the structure present in a signal for its efficient representation and measurement, respectively. While most state-of-the-art data compression codes take advantage of complex patterns present in signals of interest, this is not the case in compressed sensing.
Farideh Ebrahim Rezagah   +3 more
openaire   +1 more source

Compressing YOLO Network by Compressive Sensing

2017 4th IAPR Asian Conference on Pattern Recognition (ACPR), 2017
Object detection is one of the fundamental challenges in pattern recognition community. Recently, convolutional neural networks (CNN) are increasingly exploited in object detection, showing their promising potentials of generatively discovering patterns from quantity of labeled images.
Yirui Wu   +3 more
openaire   +1 more source

Compressive sensing for space image compressing

Proceedings of the 2016 International Conference on Intelligent Information Processing, 2016
Compressive sensing is a new technique by which sparse signals are sampled and recovered from a few measurements. To address the disadvantages of traditional space image compressing methods, a complete new compressing scheme under the compressive sensing framework was developed in this paper.
Zheng Li   +3 more
openaire   +2 more sources

Compressive sensing

2008 42nd Annual Conference on Information Sciences and Systems, 2008
openaire   +1 more source

Terahertz compressed sensing imaging based on line array detection

Optics and Lasers in Engineering, 2023
Siliang Liu, Xiaoxue Hu, Zehui Lu
exaly  

Image encryption based on compressed sensing and DNA encoding

Signal Processing: Image Communication, 2021
Xingyuan Wang
exaly  

Extensions of compressed sensing

Signal Processing, 2006
Yaakov Tsaig, David L. Donoho
openaire   +1 more source

Fast Multidimensional NMR Spectroscopy Using Compressed Sensing

Angewandte Chemie - International Edition, 2011
Mark John Bostock   +2 more
exaly  

Compressed sensing for body MRI

Journal of Magnetic Resonance Imaging, 2017
Daniel Sodickson   +2 more
exaly  

Whole brain susceptibility mapping using compressed sensing

Magnetic Resonance in Medicine, 2012
Arnaud Guidon, Chunlei Liu, Bing Wu
exaly  

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