Welcome to Cong Wang's Homepage!

About me

I received the B.S. degree in automation (Supervisor: Professor Yuncan Xue) from College of Internet of Things (IOT) Engineering, Hohai University (HHU), the M.S. degree in mathematics (Supervisor: Professor Jianbin Yang) from College of Science, Hohai University (HHU), and the Ph.D. degree in mechatronic engineering (Supervisor: Professors Mengchu Zhou and Zhiwu Li) from School of Mechano-Electronic Engineering, Xidian University (XDU) in 2014, 2017, and 2021, respectively. I was a Visiting Ph.D. Student (Co-advisor: Professor Witold Pedrycz) in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada. I was a Research Assistant (Co-advisor: Assistant Professor Jun Zhao) at the School of Computer Science and Engineering, Nanyang Technological University, Singapore. I was a Visiting Ph.D. Student (Co-advisor: Professor Shuzhi Sam Ge) in the Department of Electrical and Computer Engineering, National University of Singapore, Singapore. I was also a postdoctoral fellow under the supervision of Professor Xuelong Li. I am currently an Associate Professor in the School of Artificial Intelligence, OPtics and ElectroNics (iOPEN), Northwestern Polytechnical University, China. My research interests include information computation, G-image processing, fuzzy theory, as well as wavelet analysis and its applications. I am Associate Editor of IEEE Transactions on Fuzzy Systems and a member of Institute of Electrical and Electronics Engineers (IEEE), Chinese Association of Automation (CAA), China Computer Federation (CCF), China Society for Industrial and Applied Mathematics (CSIAM), Chinese Association for Artificial Intelligence (CAAI), and China Society of Image and Graphics (CSIG).

Recent Events

In Feb. 2024, two papers have been accepted by IEEE TFS
In Jan. 2024, one paper has been published in IEEE TCYB
Our source codes have been released publicly in Github
Our source codes have been released publicly in MathWorks
In Oct. 2020, my homepage has been issued

Recent Publications

Cong Wang, Xin Tan, Bo Li*, and Mengchu Zhou*, ‘‘Noise-estimation-dominated fuzzy segmentation strategy for accurate implantation of implantable cardioverter defibrillators,’’ IEEE Transactions on Fuzzy Systems, to be published, doi: 10.1109/TFUZZ.2024.3364970. (SCI Q1, IF: 11.9)

Cong Wang, Mengchu Zhou*, Witold Pedrycz, and Zhiwu Li*, ‘‘Comparative study on noise-estimation-based Fuzzy C-Means clustering for image segmentation,’’ IEEE Transactions on Cybernetics, vol. 54, no. 1. pp. 241-253, Jan. 2024. (SCI Q1, IF: 11.8, Regular Paper)

Cong Wang, Witold Pedrycz, Zhiwu Li*, and Mengchu Zhou*, ‘‘Kullback-Leibler divergence-based Fuzzy C-Means clustering incorporating morphological reconstruction and wavelet frames for image segmentation,’’ IEEE Transactions on Cybernetics, vol. 52, no. 8, pp. 7612–7623, Aug. 2022. (SCI Q1, IF: 19.118, Regular Paper)

Cong Wang, Witold Pedrycz, Zhiwu Li*, Mengchu Zhou*, and Jun Zhao, ‘‘Residual-sparse Fuzzy C-Means clustering incorporating morphological reconstruction and wavelet frame,’’ IEEE Transactions on Fuzzy Systems, vol. 29, no. 12, pp. 3910–3924, Dec. 2021. (SCI Q1, IF: 12.253, Full Paper) [pdf]

Cong Wang, Witold Pedrycz, Zhiwu Li*, Mengchu Zhou*, and Shuzhi Sam Ge, ‘‘G-image segmentation: Similarity-preserving Fuzzy C-Means with spatial information constraint in wavelet space,’’ IEEE Transactions on Fuzzy Systems, vol. 29, no. 12, pp. 3887–3898, Dec. 2021. (SCI Q1, IF: 12.253, Full Paper) [pdf]

Cong Wang, Witold Pedrycz, Mengchu Zhou, and Zhiwu Li, ‘‘Sparse regularization-based Fuzzy C-Means clustering incorporating morphological grayscale reconstruction and wavelet frames,’’ IEEE Transactions on Fuzzy Systems, vol. 29, no. 7, pp. 1826–1840, Jul. 2021. (SCI Q1, IF: 12.253, Full Paper) [pdf]

Cong Wang, Witold Pedrycz, Zhiwu Li, and Mengchu Zhou, ‘‘Residual-driven Fuzzy C-Means clustering for image segmentation,’’ IEEE/CAA Journal of Automatica Sinica, vol. 8, no. 4, pp. 876–889, Apr. 2021. (SCI Q1, IF: 7.847, Regular Paper) [pdf]

Cong Wang, Ziyue Yan, Witold Pedrycz, Mengchu Zhou, and Zhiwu Li, ‘‘A weighted fidelity and regularization-based method for mixed or unknown noise removal from images on graphs,’’ IEEE Transactions on Image Processing, vol. 29, no. 1, pp. 5229–5243, Dec. 2020. (SCI Q1, IF: 10.856, Regular Paper) [pdf]

Cong Wang, Witold Pedrycz, Jianbin Yang, Mengchu Zhou, and Zhiwu Li, ‘‘Wavelet frame-based Fuzzy C-Means clustering for segmenting images on graphs,’’ IEEE Transactions on Cybernetics, vol. 50, no. 9, pp. 3938–3949, Sept. 2020. (SCI Q1, IF: 11.448, Regular Paper) [pdf]

Cong Wang* , Jijxing Chen, Zhiwu Li, Emad S. Abouel Nasr, and Abdulaziz Mohammed El-Tamimi, ‘‘An indicator system for evaluating the development of land-sea coordination systems: A case study of Lianyungang port,’’ Ecological Indicators, vol. 98, pp. 112–120, 2019. (SCI Q1, IF: 4.229, Regular Paper) [pdf]

Last updated: 02/2024