Jionghua Teng

Publications (6)0 Total impact

• Conference Proceeding: Neuro-fuzzy logic based fusion algorithm of medical images

  Jionghua Teng, Suhuan Wang, Jingzhou Zhang, Xue Wang
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  ABSTRACT: CT, single photon emission computed tomography (SPECT) and nuclear magnetic resonance imaging (MRI) are complementary on reflecting human information. In order to provide more useful information for clinical diagnosis, we have a need to fuse the effective information. In the pixel-level fusion between the medical images, we presented a fusion algorithm based on neuro-fuzzy logic in this paper, and utilized hybrid algorithm which mixes BP algorithm with least mean square (LMS) algorithm to train the parameters of membership function. Employ the data of medical image CT, SPECT and MRI to achieve the fusion simulation, and compare with the simulation results of BP neural network on the basis of the evaluation standards which are the standard deviation and the information entropy. By the contrast and analysis, we got the following conclusions: the fused images based on neuro-fuzzy logic not only reserve more texture features, but also enhance the information characteristics of two original images.
  Image and Signal Processing (CISP), 2010 3rd International Congress on; 11/2010
• Conference Proceeding: Fusion algorithm of medical images based on fuzzy logic.

  Jionghua Teng, Suhuan Wang, Jingzhou Zhang, Xue Wang
  Seventh International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010, 10-12 August 2010, Yantai, Shandong, China; 01/2010
• Conference Proceeding: Medical Image Registration Algorithm with Generalized Mutual Information and PSO-Powell Hybrid Algorithm.

  Jingzhou Zhang, Pengfei Huo, Jionghua Teng, Xue Wang, Suhuan Wang
  Advances in Swarm Intelligence, First International Conference, ICSI 2010, Beijing, China, June 12-15, 2010, Proceedings, Part I; 01/2010
• Conference Proceeding: A Multimodality Medical Image Fusion Algorithm Based on Wavelet Transform.

  Jionghua Teng, Xue Wang, Jingzhou Zhang, Suhuan Wang, Pengfei Huo
  Advances in Swarm Intelligence, First International Conference, ICSI 2010, Beijing, China, June 12-15, 2010, Proceedings, Part II; 01/2010
• Conference Proceeding: Fusion Algorithm of Functional Images and Anatomical Images Based on Wavelet Transform.

  Jingzhou Zhang, Zhao Zhou, Jionghua Teng, Ting Li, Zhiping Miao
  Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, BMEI 2009, October 17-19, 2009, Tianjin, China; 01/2009
• Conference Proceeding: Research on Detecting Method of Multifocal Electroretinal Signal.

  Jingzhou Zhang, Zhao Zhou, Jionghua Teng, Guanzhong Dai, Zhiping Miao
  Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, BMEI 2009, October 17-19, 2009, Tianjin, China; 01/2009