Sparse Coded Image Using Pattern Adaptive Multiple Dictionary Learning - Dinesh Jinjala,Jigisha Patel
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This book highlights one of application of sparsity in image compression. The various standard image compression like JPEG, JPEG 2000 are transformed based methods. An important dvantage of approach is that the resulting dictionary have faster implicit implementation. But this type of transformed based dictionary is not adaptive to data and input image type. So new approach dictionary learning algorithm is ... Full description
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Description
This book highlights one of application of sparsity in image compression. The various standard image compression like JPEG, JPEG 2000 are transformed based methods. An important dvantage of approach is that the resulting dictionary have faster implicit implementation. But this type of transformed based dictionary is not adaptive to data and input image type. So new approach dictionary learning algorithm is used for training dictionary.
More Information
| Author | Dinesh Jinjala, Jigisha Patel |
|---|---|
| Publisher | LAP LAMBERT Academic Publishing |
| Release year | 2020 |
| Cover type | Softcover |
| EAN | 9786139577576 |