A Hardware-Efficient Vector Quantizer Based on Self-Organizing Map for High-Speed Image Compression

A Hardware-Efficient Vector Quantizer Based on Self-Organizing Map for High-Speed Image Compression

This paper presents a compact vector quantizer based on the self-organizing map (SOM), which can fulfill the data compression task for high-speed image sequence. In this vector quantizer, we solve the most severe computational demands in the codebook learning mode and the image encoding mode by a re...

Full description

Bibliographic Details
Main Authors: Zunkai Huang, Xiangyu Zhang, Lei Chen, Yongxin Zhu, Fengwei An, Hui Wang, Songlin Feng
Format: Article
Language:English
Published: MDPI AG 2017-10-01
Series:Applied Sciences
Subjects:
image compression
vector quantization
self-organizing map
FPGA
Online Access:https://www.mdpi.com/2076-3417/7/11/1106

Internet

https://www.mdpi.com/2076-3417/7/11/1106

Similar Items