Abstract:
In this paper, we present the design of directional lapped transforms for image coding. A lapped transform, which can be implemented by a prefilter followed by a discret...Show MoreMetadata
Abstract:
In this paper, we present the design of directional lapped transforms for image coding. A lapped transform, which can be implemented by a prefilter followed by a discrete cosine transform (DCT), can be factorized into elementary operators. The corresponding directional lapped transform is generated by applying each elementary operator along a given direction. The proposed directional lapped transforms are not only nonredundant and perfectly reconstructed, but they can also provide a basis along an arbitrary direction. These properties, along with the advantages of lapped transforms, make the proposed transforms appealing for image coding. A block-based directional transform scheme is also presented and integrated into HD Phtoto, one of the state-of-the-art image coding systems, to verify the effectiveness of the proposed transforms.
Published in: IEEE Transactions on Image Processing ( Volume: 19, Issue: 1, January 2010)
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- IEEE Keywords
- Index Terms
- Image Steganography ,
- Discrete Cosine Transform ,
- Elementary Operations ,
- Perfect Reconstruction ,
- Image Pixels ,
- Vector-based ,
- Wavelet Transform ,
- Fast Algorithm ,
- Different Signs ,
- Subband ,
- Inverse Operation ,
- Least Significant Bit ,
- Most Significant Bit ,
- Interpolation Function ,
- Set Of Directions ,
- Image Block ,
- Compression Artifacts ,
- Ring Artifact ,
- Resampling Process ,
- Entropy Coding ,
- Directional Filter
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Image Steganography ,
- Discrete Cosine Transform ,
- Elementary Operations ,
- Perfect Reconstruction ,
- Image Pixels ,
- Vector-based ,
- Wavelet Transform ,
- Fast Algorithm ,
- Different Signs ,
- Subband ,
- Inverse Operation ,
- Least Significant Bit ,
- Most Significant Bit ,
- Interpolation Function ,
- Set Of Directions ,
- Image Block ,
- Compression Artifacts ,
- Ring Artifact ,
- Resampling Process ,
- Entropy Coding ,
- Directional Filter
- Author Keywords