Colour quantization of compressed video sequences based on the estimation of cumulative colour histogram

Wan-Fung Cheung1, Yuk-Hee Chan1
1Centre for Multimedia Signal Processing, Department of Electronic and Information Engineering, Hong Kong Polytechnic University, Hong Kong, China

Tóm tắt

This paper presents a novel colour quantization algorithm for compressed video data. The proposed algorithm extracts DC coefficients and motion vectors of blocks in a shot to estimate a cumulative colour histogram of the shot and, based on the estimated histogram, design a colour palette for displaying the video sequence in the shot. It significantly reduces the complexity of the generation of a palette by effectively reducing the number of training vectors used in training a palette without sacrificing the quality. The palette obtained can provide a good display quality even if zooming and panning exist in a shot. The experimental results show that the proposed method can achieve a significant SNR improvement as compared with conventional video colour quantization schemes when zooming and panning are encountered in a shot.

Từ khóa

#Quantization #Video sequences #Color #Signal processing algorithms #Displays #Histograms #Video compression #Data mining #Motion estimation #Computational efficiency

Tài liệu tham khảo

10.1109/78.107417 gervautz, 1990, A Simple Method for Colour Quantization Octee Quantization, 287 10.1145/965145.801294 1993, Coding of Moving Pictures and Associated Audio for Digitized Storage Media Up to about 10.1109/76.867929 10.1109/76.475896 10.1145/45054.45056 10.1109/TCOM.1980.1094577 1996, Video Coding for Low Bit-Rate Communication