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| Main Author: | |
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| Format: | Artículo científico |
| Language: | en |
| Published: |
Universidad Nacional Autónoma de México
2007
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| Online Access: | https://www.redalyc.org/articulo.oa?id=47411543006 |
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| _version_ | 1866817131579965440 |
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| author | H. de Jesús Ochoa-Domínguez |
| author_facet | H. de Jesús Ochoa-Domínguez |
| contents | A DISCRETE WAVELET TRANSFORM - SINGULAR VALUE DECOMPOSITION SYSTEM FOR IMAGE CODING H. de Jesús Ochoa-Domínguez K. R. Rao Ingeniería HC RIOT SPIHT HDCTSVD Image Coding A system that combines techniques of wavelet transform (DWT) and singular value decomposition (SVD) to encode images is presented. The image is divided into tiles or blocks of 64x64 pixels. The decision criterion as to which transform to use is based on the standard deviation of the 8x8 pixel subblocks of the tile to encode. A successive approximation quantizer is used to encode the subbands and vector quantization/scalar quantization is used to encode the SVD eigenvectors/eigenvalues, respectively. For coding color images, the RGB components are transformed into YCbCr before encoding in 4:2:0 format. Results show that the proposed system outperforms the JPEG and approaches the JPEG2000. 2007 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47411543006 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.2 Vol.5 |
| format | Artículo científico |
| id | redalyc_47411543006 |
| language | en |
| publishDate | 2007 |
| publisher | Universidad Nacional Autónoma de México |
| spellingShingle | A DISCRETE WAVELET TRANSFORM - SINGULAR VALUE DECOMPOSITION SYSTEM FOR IMAGE CODING H. de Jesús Ochoa-Domínguez Ingeniería HC RIOT SPIHT HDCTSVD Image Coding A DISCRETE WAVELET TRANSFORM - SINGULAR VALUE DECOMPOSITION SYSTEM FOR IMAGE CODING H. de Jesús Ochoa-Domínguez K. R. Rao Ingeniería HC RIOT SPIHT HDCTSVD Image Coding A system that combines techniques of wavelet transform (DWT) and singular value decomposition (SVD) to encode images is presented. The image is divided into tiles or blocks of 64x64 pixels. The decision criterion as to which transform to use is based on the standard deviation of the 8x8 pixel subblocks of the tile to encode. A successive approximation quantizer is used to encode the subbands and vector quantization/scalar quantization is used to encode the SVD eigenvectors/eigenvalues, respectively. For coding color images, the RGB components are transformed into YCbCr before encoding in 4:2:0 format. Results show that the proposed system outperforms the JPEG and approaches the JPEG2000. 2007 artículo científico 1665-6423 https://www.redalyc.org/articulo.oa?id=47411543006 en http://www.redalyc.org/revista.oa?id=474 Journal of Applied Research and Technology application/pdf Universidad Nacional Autónoma de México Journal of Applied Research and Technology (México) Num.2 Vol.5 |
| title | A DISCRETE WAVELET TRANSFORM - SINGULAR VALUE DECOMPOSITION SYSTEM FOR IMAGE CODING |
| topic | Ingeniería HC RIOT SPIHT HDCTSVD Image Coding |
| url | https://www.redalyc.org/articulo.oa?id=47411543006 |