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- W2040747879 abstract "We present a novel general-purpose compression method for tomographic images, termed 3D adaptive sparse representation based compression (3D-ASRC). In this paper, we focus on applications of 3D-ASRC for the compression of ophthalmic 3D optical coherence tomography (OCT) images. The 3D-ASRC algorithm exploits correlations among adjacent OCT images to improve compression performance, yet is sensitive to preserving their differences. Due to the inherent denoising mechanism of the sparsity based 3D-ASRC, the quality of the compressed images are often better than the raw images they are based on. Experiments on clinical-grade retinal OCT images demonstrate the superiority of the proposed 3D-ASRC over other well-known compression methods." @default.
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- W2040747879 date "2015-06-01" @default.
- W2040747879 modified "2023-09-26" @default.
- W2040747879 title "3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography" @default.
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- W2040747879 doi "https://doi.org/10.1109/tmi.2014.2387336" @default.
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