Title :
Packetization of the SPIHT-coded bitstream using an evolutionary-based optimization technique
Author :
Salari, Ezzatollah ; Wei, Jianming
Author_Institution :
Univ. of Toledo, Toledo
Abstract :
The problem of packetizing the SPIHT-coded image bitstream into fixed-size packets is investigated and an optimal packetization scheme using a genetic algorithm (GA) is presented. In the proposed method, each individual packetization instance is represented by a decision sequence and mapped to a chromosome. A steady-state genetic algorithm is applied to search for the optimal chromosome that minimizes the distortion between the original and the reconstructed image data. The computer simulation results show that our proposed packetization scheme has high compression efficiency and provides error resiliency to packet losses with a relatively fast speed.
Keywords :
genetic algorithms; image coding; image reconstruction; SPIHT-coded bitstream packetization; computer simulation; error resiliency; evolutionary-based optimization technique; genetic algorithm; image reconstruction; optimal chromosome; optimal packetization scheme; packet losses; Biological cells; Encoding; Forward error correction; Genetic algorithms; Image coding; Image reconstruction; Steady-state; Table lookup; Tomography; Wavelet coefficients;
Conference_Titel :
Electro/Information Technology, 2007 IEEE International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4244-0941-9
Electronic_ISBN :
978-1-4244-0941-9
DOI :
10.1109/EIT.2007.4374485