Compressive Sensing for Image Reconstruction: Using Matched Wavelet - Softcover

Sivappagari, Chandra Mohan Reddy

 
9786139955398: Compressive Sensing for Image Reconstruction: Using Matched Wavelet

Inhaltsangabe

In today’s world, size of images is increasingly large and N generally approaches to millions of samples. This large size imaging poses challenges for CS-based image reconstruction. First challenge is the huge size of measurement matrix that poses problems with storage and computation. Other problems include design of imaging system with larger space bandwidth product (SBP) and difficult calibration requirements. In an attempt to overcome the above challenges, single pixel camera hardware architecture has been proposed. It replaces the traditional camera architecture and captures the inner product between the scene under view and measurement basis.

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Über die Autorin bzw. den Autor

Dr. Chandra Mohan Reddy Sivappagari is working as an Associate Professor in the Department of Electronics and Communication Engineering, JNTUA College of Engineering (Autonomous), Pulivendula, A.P., India. He published three books and 50 research papers in the reputed Journals. He is expertise in the field of IoT and and Signal & Image Processing.

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