FPGA implement method for two-dimensional integer wavelet transform in the space-based on-orbit image compression system

Jie Wang; Yan Tian; Xiangsheng Meng; Tong Liu

doi:10.1117/12.2257416

28 February 2017 FPGA implement method for two-dimensional integer wavelet transform in the space-based on-orbit image compression system

Jie Wang, Yan Tian, Xiangsheng Meng, Tong Liu

Author Affiliations +

Proceedings Volume 10256, Second International Conference on Photonics and Optical Engineering; 102562F (2017) https://doi.org/10.1117/12.2257416
Event: Second International Conference on Photonics and Optical Engineering, 2016, Xi'an, China

Abstract

The image obtained from space-based vision system has increasingly high frame frequency and resolution, and field of view is also growing. Due to the dramatic increase of data scale and the restriction of channel bandwidth between satellite and ground, on-orbit data compression becomes the core of on-satellite data processing. The paper analyzes the new generation static image compression standard JPEG2000 and the key two-dimensional (2D) discrete wavelet transform (DWT) technology. Then an FPGA (Field Programmable Gate Array)implement method for 2D integer wavelet transform is designed. It adopts the spatial combinative lifting algorithm (SCLA), which realizes the simultaneous transformation on rows and columns. On this basis, the paper realizes wavelet decomposition for images with a resolution of 6576*4384 (which is divided into 1024*1024) on the FPGA platform. In particular, the test platform is built in ISE14.7 simulation software, and the device model is xc5vfx100t. The design has passed the FPGA verification. In order to verify the correctness of the algorithm, the results are compared with that obtained by running matlab code. The experimental results show that the design is correct and the resource occupancy rate is low.

Citation Download Citation

Jie Wang, Yan Tian, Xiangsheng Meng, and Tong Liu "FPGA implement method for two-dimensional integer wavelet transform in the space-based on-orbit image compression system", Proc. SPIE 10256, Second International Conference on Photonics and Optical Engineering, 102562F (28 February 2017); https://doi.org/10.1117/12.2257416

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available