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EFFICIENT DEBLOCKING OF BLOCK-TRANSFORM COMPRESSED IMAGES AND VIDEO USING SHIFTED THRESHOLDING

机译:使用移位阈值有效地对块变换压缩图像和视频进行去块

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Image and video compression are active areas of research due to the increasing demand for efficient storage of visual data in a wide variety of fields. Popular image compression schemes are often based on block-transform coding. Block-transform coding is susceptible to blocking artifacts, particularly at low bit-rates due to quantization errors. This paper addresses this problem by presenting an algorithm based on shifted thresholding that reduces blocking artifacts in block-transform compressed images and video. The algorithm is designed to be hardware-efficient and well-suited for parallel hardware implementation, using purely integer computations without the need for integer division. Experimental results demonstrate good subjective quality improvements that are comparable with previous work while maintaining a low computational complexity.
机译:由于对广泛领域中有效存储可视数据的需求不断增长,因此图像和视频压缩已成为研究的活跃领域。流行的图像压缩方案通常基于块变换编码。块变换编码易受块状伪像的影响,特别是由于量化误差而导致的低比特率时。本文通过提出一种基于移位阈值的算法来解决此问题,该算法减少了块变换压缩图像和视频中的块伪像。该算法被设计为具有硬件效率,并且非常适合并行硬件实现,使用纯整数计算而无需整数除法。实验结果表明,与以前的工作相比,主观质量得到了很好的改善,同时保持了较低的计算复杂度。

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