IMAGE CODING USING HYBRID VECTOR QUANTIZATION
Djouadi, M., Berkani, D. (1999). IMAGE CODING USING HYBRID VECTOR QUANTIZATION. EKB Journal Management System, 2(2nd International Conference on Electrical Engineering ICEENG 1999), 699-706. doi: 10.21608/iceeng.1999.62595
M. S Djouadi; D. Berkani. "IMAGE CODING USING HYBRID VECTOR QUANTIZATION". EKB Journal Management System, 2, 2nd International Conference on Electrical Engineering ICEENG 1999, 1999, 699-706. doi: 10.21608/iceeng.1999.62595
Djouadi, M., Berkani, D. (1999). 'IMAGE CODING USING HYBRID VECTOR QUANTIZATION', EKB Journal Management System, 2(2nd International Conference on Electrical Engineering ICEENG 1999), pp. 699-706. doi: 10.21608/iceeng.1999.62595
Djouadi, M., Berkani, D. IMAGE CODING USING HYBRID VECTOR QUANTIZATION. EKB Journal Management System, 1999; 2(2nd International Conference on Electrical Engineering ICEENG 1999): 699-706. doi: 10.21608/iceeng.1999.62595

IMAGE CODING USING HYBRID VECTOR QUANTIZATION

The International Conference on Electrical Engineering
Article 68, Volume 2, 2nd International Conference on Electrical Engineering ICEENG 1999, November 1999, Pages 699-706    PDF (1.41 M)
Document Type: Original Article
DOI: 10.21608/iceeng.1999.62595
Authors
M. S Djouadi1; D. Berkani2
1Robotic laboratory, Military Polytechnic School. BP 17 , Bordj el Bahri, Algiers Algeria
2Electric and Computer Engineering, Ecole Nationale Polytechnique. El - Harrach Algiers, Algeria
Abstract
Statistic approach of vector quantization uses code-books of rounded vectors which allow quasi-optimal coding for a given rate. Therefore these code-books have no structure and require big memory size. Regular lattices of points give the possibility of generating a great number of points from a short number of vectors. This can permit us to solve the problems of the statistic approach. However the lattices presents their own problem, effectively they are only applied for uniform distribution sources. In order to avoid these two kinds of problems, another approach is investigated; It consists of designing a new quantizer by combining the two techniques. In this paper, we present this approach which we call hybrid; first few statistic vectors of the source are performed by using the LBG (Linde, Buzo and Gray) algorithm [2], then each of them leads to a Gosset lattice. The results obtained in image coding are also presented.
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