Publisher: World Scientific Publishing Co (December 29, 2015)
Format: PDF / Kindle / ePub
Size: 9.6 MB
Downloadable formats: PDF
This publication presents a broader advent to the theories and functions of sparse coding options in computing device imaginative and prescient examine. It introduces sparse coding within the context of illustration studying, illustrates the basic innovations, and summarizes the main energetic examine instructions. quite a few purposes of sparse coding are mentioned, starting from low-level picture processing initiatives reminiscent of super-resolution and de-blurring to high-level semantic figuring out projects resembling picture reputation, clustering and fusion. The booklet is appropriate for use as an introductory evaluation to this box, with its theoretical half being either effortless and important adequate for speedy realizing. it's also of significant price to skilled researchers because it bargains new standpoint to the underlying mechanism of sparse coding, and issues out power destiny instructions for various purposes.