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3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography

3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography

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3-D Adaptive Sparsity Based Image Compression With Applications to Optical Coherence Tomography

 We present a novel general-purpose compression method for tomographic images, termed 3D adaptive sparse representation based compression (3D-ASRC). 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.


 


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  • Model: PROJ5924
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Tuesday 04 October, 2016.

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