Network


Latest external collaboration on country level. Dive into details by clicking on the dots.

Hotspot


Dive into the research topics where Chunhua Zhang is active.

Publication


Featured researches published by Chunhua Zhang.


software engineering, artificial intelligence, networking and parallel/distributed computing | 2010

Real-Time Implementation of Synthetic Aperture Sonar Imaging on High Performance Clusters

Baoli Li; Wei Liu; Jiyuan Liu; Chunhua Zhang

A flexible and scalable architecture that implements real-time synthetic aperture sonar (SAS) imaging on high performance clusters (HPCs) is introduced in this paper. Combing HPCs with application of a hybrid MPI and OpenMP parallel programming model, the lookup table algorithm for SAS image reconstruction based on the time-domain correlation algorithm is realized in parallel. Considering the huge computation load of the lookup table algorithm, the pulse-compressed data is partitioned into strips along the range direction which are distributed to the nodes of HPCs. The scalability allows the lookup table imaging cluster nodes to be added or removed without needing to recompile the existing software, and automatic burden balancing is considered. The result of lake trial verifies that this parallel algorithm on HPCs can provide good quality images and meantime have highly real time rate.


Sixth International Symposium on Multispectral Image Processing and Pattern Recognition | 2009

An automatic ellipse and line targets detection method from synthetic aperture sonar images

Wei Liu; Baoli Li; Jiyuan Liu; Chunhua Zhang

Detection of ellipse and line targets is important for the analysis of Synthetic Aperture Sonar (SAS) images. An automatic ellipse and line targets detection method from synthetic aperture sonar images is presented. The method mainly has three procedures: preprocessing of SAS images, Zernike Orthogonal Moment Edge Detection Algorithm (ZOMEDA), line and ellipse detection. The guidance is presented firstly on how to perform the preprocessing of SAS images. Then, ZOMEDA is utilized to produce edge points with both the direction and position information. Principles of ZOMEDA with the 7x7 template are analyzed and the coefficients to carry out the ZOMEDA are calculated and listed. The idea of Random Sample Consensus (RANSAC) is applied to the Line and ellipse detection procedure to improve the robustness and the computing efficiency. Detail procedures of RANSAC are analyzed in the article. Calculating of line and ellipse parameters is pivotal to carry out the idea of RANSAC. Principles are analyzed on how to calculate the parameters of the line and ellipse based on the direction and position information. Another important procedure, parameters refinement, is also discussed. At last, the line and ellipse detection method is applied to simulated datasets and lake-trial datasets for validation.


Archive | 2010

Data connection system of synthetic aperture sonar images and method thereof

Chunhua Zhang; Wei Liu; Jiyuan Liu


Archive | 2010

SAS frequency domain processing method based on trunking processor

Zelin Jiang; Jiyuan Liu; Wei Liu; Chunhua Zhang


Archive | 2009

Compensating method with associated movement of synthetic aperture sonar and system

Wei Liu; Jiyuan Liu; Chunhua Zhang


Archive | 2010

Synthetic-aperture sonar motion compensation method under wide swath

Zelin Jiang; Baoli Li; Jiyuan Liu; Wei Liu; Chunhua Zhang


Journal of Electronics (china) | 2009

Improved synthetic aperture sonar motion compensation combined DPCA with Sub-Aperture Image Correlation

Wei Liu; Chunhua Zhang; Jiyuan Liu


Archive | 2010

Synthesized aperture sonar motion compensation method based on two-side echo data

Zelin Jiang; Baoli Li; Jiyuan Liu; Wei Liu; Chunhua Zhang


Archive | 2010

Synthetic aperture sonar area target high-speed simulation method based on bin scattering

Baoli Li; Jiyuan Liu; Wei Liu; Chunhua Zhang


Archive | 2010

Random palette coding system and method

Wei Liu; Jiyuan Liu; Chunhua Zhang

Collaboration


Dive into the Chunhua Zhang's collaboration.

Top Co-Authors

Avatar

Jiyuan Liu

Chinese Academy of Sciences

View shared research outputs
Top Co-Authors

Avatar

Wei Liu

Chinese Academy of Sciences

View shared research outputs
Top Co-Authors

Avatar

Baoli Li

Chinese Academy of Sciences

View shared research outputs
Researchain Logo
Decentralizing Knowledge