2013 · 20 citations · 15 references
EngineeringComputer EngineeringComputer ScienceComputer VisionDigital ImagingDigital TransformationData CompressionDigital Image ProcessingDigital Signal ProcessingImage CompressionImage ProcessingLossy Data CompressionApproximation ComplexityComplexityDiscrete Fourier TransformLow-complexity Compression AlgorithmsTransformTransform CodingVideo Compression
The discrete cosine transform (DCT) is one of the basic tools of real time image and video compression systems. In this paper, we proposed a low-complexity 8-point discrete cosine transform. The proposed 8×8 transformation matrix requires only adders, thus avoiding the need for multiplication and bit shift operations. The new class transform requires only 14 additions, which highly reduces the computation complexity with negligible degradation in peak signal to noise ratio (PSNR). The proposed transform outperform the existing methods by a 0.81dB improvement in the average PSNR and a 1.19dB improvement in the peak PSNR.
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A new square wave transform based on the DCT
Tarek I. Haweel · Signal Processing · 2001 · 103 citations
Engineering, Electrical Engineering, Digital Transformation +4
Low-complexity 8×8 transform for image compression
Saad Bouguezel, M. Omair Ahmad, M.N.S. Swamy · Electronics Letters · 2008 · 103 citations