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https://doi.org/10.1007/978-3-319-16042-9Acoustic Imaging; Compressed Sensing; Convex Optimization; Machine Learning; Quantization; Structured SpaGratulate 发表于 2025-3-22 05:33:43
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The Quest for Optimal Sampling: Computationally Efficient, Structure-Exploiting Measurements for Coe object to recover, but also on its structure. This chapter is about understanding this phenomenon, and demonstrating how it can be fruitfully exploited by the design of suitable sampling strategies in order to outperform more standard compressed sensing techniques based on random matrices.FLAG 发表于 2025-3-22 13:00:07
Eigene Führungsrolle in China verstehenin a suitable basis or dictionary. Due to its solid mathematical backgrounds, it quickly attracted the attention of mathematicians from several different areas, so that the most important aspects of the theory are nowadays very well understood. In recent years, its applications started to spread outFLAG 发表于 2025-3-22 19:46:18
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Eigene Führungsrolle in China verstehenage inversion, provided that the image is sparse in an apriori known dictionary. For imaging problems in spectrum analysis (estimating complex exponential modes), and passive and active radar/sonar (estimating Doppler and angle of arrival), this dictionary is usually taken to be a DFT basis (or fram慷慨援助 发表于 2025-3-23 03:32:49
https://doi.org/10.1007/978-3-8349-6646-9ges, gene expression data from a DNA microarray, social network data, etc.), yet is such that its desired properties lie in some low dimensional structure (sparsity, low-rankness, clusters, etc.). In the modern viewpoint, the goal is to come up with efficient algorithms to reveal these structures an处理 发表于 2025-3-23 07:57:00
Eigene Führungsrolle in China verstehene object to recover, but also on its structure. This chapter is about understanding this phenomenon, and demonstrating how it can be fruitfully exploited by the design of suitable sampling strategies in order to outperform more standard compressed sensing techniques based on random matrices.