DCT based image compression algorithm and application
2010
A Discrete Cosine Transform(DCT) based image compression algorithm is proposed in this paper.The compressed image data array is limited to a certain length by setting an adaptive quantization truncating threshold.A fast DCT algorithm is implementation,and an efficient non-zero quantized data storage method is used to simplify the computation.The traditional entropy coding is not put into use.In the decoding side,the concept of adaptive-neighborhood statistics is applied to eliminate the blocking artifact which is resulted in quantization.The proposed method makes further improvement for image visual quality.Furthermore,it plays a good performance for real-time online image processing.In the end,the proposed DCT based method is applied into a remote close-loop vision control system of a 2-DOF robot arm.
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