대한전자공학회논문지 (Journal of the Korean Institute of Telematics and Electronics)
- 제26권11호
- /
- Pages.1857-1866
- /
- 1989
- /
- 1016-135X(pISSN)
신경회로망을 이용한 코드북의 순차적 갱신 알고리듬
An Algorithm to Update a Codebook Using a Neural Net
초록
In this paper, an algorithm to update a codebook using a neural network in consecutive images, is proposed. With the Kohonen's self-organizing feature map, we adopt the iterative technique to update a centroid of each cluster instead of the unsupervised learning technique. Because the performance of this neural model is comparable to that of the LBG algorithm, it is possible to update the codebooks of consecutive frames sequentially in TV and to realize the hardwadre on the real-time implementation basis.
키워드