登入選單
返回Google圖書搜尋
Sparse Representations and Compressive Sensing for Imaging and Vision
Vishal M. PatelRama Chellappa
出版Springer Science & Business Media, 2013-02-11
主題Technology & Engineering / Electronics / GeneralComputers / Software Development & Engineering / Computer GraphicsTechnology & Engineering / Imaging SystemsTechnology & Engineering / ElectricalComputers / Optical Data Processing
ISBN14614638159781461463818
URLhttp://books.google.com.hk/books?id=_ZVAAAAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋Compressed sensing or compressive sensing is a new concept in signal processing where one measures a small number of non-adaptive linear combinations of the signal. These measurements are usually much smaller than the number of samples that define the signal. From these small numbers of measurements, the signal is then reconstructed by non-linear procedure. Compressed sensing has recently emerged as a powerful tool for efficiently processing data in non-traditional ways. In this book, we highlight some of the key mathematical insights underlying sparse representation and compressed sensing and illustrate the role of these theories in classical vision, imaging and biometrics problems.