 | 基本信息 |
| 姓 名： | 舒華忠 | 性 别： | 男 | 出生年月： | 請輸入 | |
| 學 位： | 博士 | 職 稱： | 教授 | 資 格： | 博士生導師 | |
| 行政機構： | 影像科學與技術系 | 研究方向： | 圖像圖形信息處理 | |||
| 電 話： | 傳 真： | 電子郵件： | shu.list@seu.edu.cn | |||
| 地 址： | 四牌樓校區影像科學與技術實驗室 | 郵 編： | 210096 | |||
| 詳細信息 |
舒華忠教授主要緻力于信号與圖像處理的基本方法及其應用、模式識别等方面的研究工作，部分研究取得了重要突破，獲得了一些具有創新意義的研究成果。發表學術論文300餘篇，其中SCI（網絡版）收錄130篇，包括多篇IEEE Transactions系列論文。SCI收錄論文累計他人引用500餘次。目前主持國家自然科學基金3項，973二級課題1項，國家重點研發計劃子課題1項。指導的博士生伍家松獲2009年法國外交部艾菲爾博士獎學金和2010年國家優秀自費留學生獎學金。IEEE學會高級會員，中國圖像圖形學學會醫學影像專業委員會副理事長。2011年獲中華醫學會科技三等獎（排名第二），2012年度獲得山東省科技進步一等獎（排名第二），教育部自然科學獎二等獎（排名第一），2012年7月被法國政府授予“棕榈教育騎士”勳章。2015年獲得中華醫學科技獎二等獎（排名第二）；2016年獲得山西省科技進步二等獎（排名第二）；2017年獲得國家科技進步獎二等獎（排名第三）。
發表的部分SCI論文（近五年）
[1]L. Liu, J. S. Wu, D. W. Li, L. Senhadji, H. Z. Shu*. Fractional wavelet scattering network and applications. IEEE Transactions on Biomedical Engineering, vol. 66, no. 2, pp. 553-563, 2019.
[2]J.S. Wu, F.Z. Wu, Z.F. Dong, K.W. Song, Y.Y. Kong, L. Senhadji, H.Z. Shu Fast gray code kernel algorithm for the sliding conjugate symmetric sequency-ordered complex Hadamard transform. IEEE Access, vol. 6, no. 1, 2018: 56029-56045.
[3]J. S. Wu, S. J. Qiu, Y. Y. Kong, L. Y. Jiang, Y. Chen, W. K. Yang, L. Senhadji, H. Z. Shu. PCANet: An energy perspective. Neurocomputing, vol. 313, pp. 271-287, 2018.
[4]Youyong Kong, Xiaopeng Chen, Jiasong Wu, Pinzheng Zhang, Yang Chen, Huazhong Shu. Automatic brain tissue segmentation based on graph filter. BMC Medical Imaging, 2018, 18 (9): 1-8.
[5]Xilin liu, Yongfei Wu, Zhuhong Shao, Jiasong Wu, Huazhong Shu. Color image watermarking using a discrete trinion Fourier transform. Journal of Electronic Imaging, 2018, 27 (4):043046-1-14.
[6]L. Y. Jiang, R.G. He, J. Liu, Y. Chen, J.S. Wu, H.Z. Shu. Phase-constrained parallel magnetic resonance imaging reconstruction based on low-rank matrix completion.IEEE Access, vol. 6, pp. 4941-4954, 2018.
[7]W. Xiang, A. Karfoul, H. Shu, and R. L. B. Jeannes, A local adjustment strategy for the initialization of dynamic causal modelling to infer effective connectivity in brain epileptic structures, Computers in Biology and Medicine, vol. 84, pp. 30-44, May 1 2017.
[8]Y. Liu, M. Castro, M. Lederlin, H. Shu, A. Kaladji, and P. Haigron, Edge-preserving denoising for intra-operative cone beam CT in endovascular aneurysm repair,Computerized Medical Imaging and Graphics, vol. 56, pp. 49-59, Mar 2017.
[9]Yuping Duan, Dalel Bouslimi, Guanyu Yang, Huazhong Shu, Gouenou Coatrieux. Computed Tomography Image Origin Identification based on Original Sensor Pattern Noise and 3D Image Reconstruction Algorithm Footprints. IEEE Journal of Biomedical and Health Informatics, vol. 21, no. 4, July 2017.
[10]Xilin Liu, Guoniu Han, Jiasong Wu, Zhuhong Shao, Gouenou Coatrieux, and Huazhong Shu*. Fractional Krawtchouk transform with an application to image watermarking. IEEE Transactions on Signal Processing, vol. 65, no. 7, pp. 1894-1908, 2017.
[11]Jiasong Wu*, Shijie Qiu, Rui Zeng, Youyong Kong, Lotfi Senhadji, Huazhong Shu. Multilinear principal component analysis network for tensor object classification. IEEE Access, vol. 5, pp. 3322-3331, 2017.
[12]J. Ouyang, Y. Liu, H.Z. Shu. Robust hashing for image authentication using SIFT feature and quaternion Zernike moments. Multimedia Tools and Applications: 1-18.2017
[13]R. Zeng, J.S. Wu*, Z.H. Shao, Y. Chen, B.J. Chen, L. Senhadji and H.Z. Shu, “Color image classification via quaternion principal component analysis network,” Neurocomputing, vol. 216, pp. 416-428, 2016.
[14]Zhuhong Shao, Yuanyuan Shang, Rui Zeng, Huazhong Shu, Gouenou Coatrieux, Jiasong Wu. Robust watermarking scheme for color image based on quaternion-type moment invariants and visual cryptography. Signal Processing: Image Communication. Volume 48, October 2016, Pages 12–21.
[15]Y.Y. Kong, Y.J. Li*, J.S. Wu, H.Z. Shu. Noise reduction of diffusion tensor images by sparse representation and dictionary learning. BioMedical Engineering OnLine, vol. 15, no. 5, pp. 1-11, 2016.
[16]Yang Chen, Yudong Zhang, Jian Yang, Qing Cao, Guanyu Yang, Jian Chen, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux, Qianjing Feng. “Curve-like Structure Extraction Using Minimal Path Propagation with Backtracking,” IEEE Transaction on Image Processing, 25(2), pp. 988-1003, 2016.
[17]Yang Chen, Jin Liu, Yining Hu, Jian Yang,Luyao Shi, Huazhong Shu, Zhiguo Gui,Gouenou Coatrieux and Limin Luo.“Discriminative feature representation: an effective postprocessing solution to low dose CT imaging” Phys. Med. Biol., vol. 62, no. 6, 2017, pp. 2103-.
[18]Jin Liu, Yining Hu, Jian Yang, Yang Chen*, Huazhong Shu, Limin Luo, Qianjing Feng, Zhiguo Gui, Gouenou Coatrieux “3D Feature Constrained Reconstruction for Low Dose CT Imaging,” IEEE Transactions on Circuits and Systems for Video Technology (10.1109/TCSVT.2016.2643009).
[19]Yang Chen, Jian Yang ; Yudong Zhang ; Huazhong Shu ; Limin Luo ; Coatrieux Jean-Louis ; Qianjing Feng. “Structure-adaptive Fuzzy Estimation for Random-Valued Impulse Noise Suppression,” IEEE Transactions on Circuits and Systems for Video Technology (10.1109/TCSVT.2016.2615444).
[20]Luyao Shi, Yining Hu, Yang Chen*, Xindao Yin*, Huazhong Shu, Limin Luo, Jean-Louis Coatrieux. “Improving Low-dose Cardiac CT Images based on 3D Sparse Representation Scientific Reports, 2016, 6: 22804. doi: 10.1038/srep22804
[21]Yang, Guanyu; Chen, Yang; Ning, Xiufang; Sun, Qiaoyu; Shu, Huazhong; Coatrieux, Jean-Louis. Automatic coronary calcium scoring using noncontrast and contrast CT images. Medical Physics, 2016 43(5): 2174-2186.
[22]Wolterink, Jelmer M., Leiner, Tim; de Vos, Bob D.; Coatrieux, Jean-Louis; Kelm, B. Michael; Kondo, Satoshi; Salgado, Rodrigo A.; Shahzad, Rahil; Shu, Huazhong; Snoeren, Miranda; Takx, Richard A. P.; van Vliet, Lucas J.; van Walsum, Theo; Willems, Tineke P.; Yang, Guanyu; Zheng, Yefeng; Viergever, Max A.; Išgum, Ivana. An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework. Medical Physics,2016, 43(5): 2361-2373.
[23]Li, Bicao; Yang, Guanyu; Coatrieux, Jean Louis; Li, Baosheng; Shu, Huazhong*. 3D nonrigid medical image registration using a new information theoretic measure. Physics in Medicine and Biology, v 60, n 22, p 8767-8790, November 3, 2015.
[24]J. Ouyang, G. Coatrieux, B. Chen, H. Shu*. Color image watermarking based on quaternion Fourier transform and improved uniform log-polar mapping. Computers and Electrical Engineering, 2015, 46, 419-432.
[25]J. Ouyang, G. Coatrieux, H. Shu*. Robust hashing for image authentication using quaternion discrete Fourier transform and log-polar transform. Digital Signal Processing, vol. 41,pp. 98–109, 2015. (WOS:000354230700009) 通訊作者
[26]G. Yu, Y. Liang, G. Yang, H.Z. Shu,B.S. Li, Y. Yin, D.W. Li. Accelerated gradient-based free form deformable registration for online adaptive radiotherapy. Phys. Med. Biol., vol. 60, pp. 2765–2783, 2015.
[28]Z.H. Shao, Y. Duan, G. Coatrieux, J.S. Wu, J. Meng, H.Z. Shu. Combining double random phase encoding for color image watermarking in quaternion gyrator domain. Optics Communications, 2015, 343: 56-65.
[29]G. Yang , V. Lalande, L. Chen, N. Azzabou, T. Larcher, J.D. de Certaines, H. Shu, J.-L. Coatrieux.
MRI texture analysis of GRMD dogs using orthogonal moments: A preliminary study. IRBMVolume 36, Issue 4, August 2015, Pages 213–219
[30]Tong Bai, Jian Zhu, Yong Yin, Jie Lu, Huazhong Shu, Lin Wang, Bo Yang. How does four-dimensional computed tomography spare normal tissues in non-small cell lung cancer radiotherapy by defining internal target volume? Thoracic Cancer. 23 October 2014.
[31]P. Zhang, A. Simon, R. De Crevoisier, P. Haigron, M.H. Nassef, B. Li, H. Shu. A new pencil beam model for photon dose calculations in heterogeneous media. Physica Medica. Volume 30, Issue 7, November 2014, Pages 765–773
[32]J. Zhu, J.J Bellanger, H.Z. Shu, C.F. Yang, R. Le Bouquin, Bias reduction in the estimation of mutual information, Physical Review E, 90, DOI: 10.1103/PhysRevE.90.052714, 2014,1-5.
[33]X. Dai, H. Zhang, T. Liu, H. Z. Shu, L. M. Luo, Legendre moment invariants to blur and affine transformation and their use in image recognition, Pattern Analysis and Applications, vol. 17, no. 2, pp 311-326, 2014.
[34]Y. Chen, L.Y. Shi, Q.J. Feng, J. Yang, H.Z. Shu, L.M. Luo, J.L. Coatrieux, W.F. Chen, Artifact suppressed dictionary learning for low-dose CT image processing, IEEE Trans. Med. Imaging, vol. 33, no. 12, pp. 2271-2292, 2014.
[35]Yang Chen, Jian Yang, Huazhong Shu, Luyao Shi, Limin Luo et al.,“Radiation dose reduction with dictionary learning based processing for head CT,” Australasian Physical & Engineering Sciences in Medicine,37(3):483-93, 2014
[36]L. Wang, L. Albera, A. Kachenoura, H.Z. Shu, L. Senhadji, Canonical Polyadic Decomposition of 3rd Order Semi-Nonnegative Semi-Symmetric Tensors Using Lu and Qr Matrix Factorizations. EURASIP Journal on Advances in Signal Processing, Vol. 2014(1), 150, 2014.
[37]F. Liao, J. L. Coatrieux, J.S. Wu, H.Z. Shu. A new fast algorithm for constrained four-directional total variation image denoising problem.Mathematical Problems in Engineering, 2014, Article ID 815132, pp. 1-11.
[38]H.Q. Zhu, Y. Yang, X.L. Zhu, Z.G. Gui, H.Z. Shu, General Form for Obtaining Unit Disc-based Generalized Orthogonal Moments, IEEE Trans. Image Processing, vol. 23, no. 12, pp. 5455-5469, 2014.
[39]R. Zeng, J.S. Wu, Z.H. Shao, L. Senhadji, H.Z. Shu. Quaternion softmax classifier. IET Electronics Letters, vol. 50, no. 25, pp. 1929-1931, 2014.
[41]B.J. Chen, H.Z. Shu, G. Coatrieux, G. Chen, X.M. Sun, J.L. Coatrieux, Color image analysis by quaternion-type moments, J Math Imaging Vis DOI 10.1007/s10851-014-0511-6, 2014.
[42]B.J. Cheng, Q. S. Liu, X. Sun, X. Li, H.Z. Shu. Removing Gaussian noise for colour images by quaternion representation and optimisation of weight in non-local means filter, IET Image Processing, vol. 8, no. 10, pp. 591-600, 2014.
[43]B.J. Chen, G. Coatrieux, G. Chen, X.M. Sun, J.L. Coatrieux, H.Z. Shu, Full 4-D quaternion discrete Fourier transform based watermarking for color images, Digital Signal Processing, vo. 28, pp. 106–119, 2014.
[44]K. Wu, H.Z. Shu, J.L. Dillenseger, Region and boundary feature estimation on ultrasound images using moment invariants, Computer Methods and Programs in Biomedicine, vol. 113, no. 2, pp. 446–455, 2014.
[45]Y. Chen, H.Z. Shu, J. Yang, J.S. Wu, L.M. Luo, J. L. Coatrieux. 2-D Impulse noise suppression by recursive Gaussian maximum likelihood estimation. Plos One, vol. 9, no. 5, 2014: e96386. doi:10.1371/journal.pone.0096386.
[46]Z.H. Shao, H.Z. Shu, J.S. Wu, Z.F. Dong, G. Coatrieux, J. L. Coatrieux. Double color image encryption using iterative phase retrieval algorithm in quaternion gyrator domain. Optics Expresses, vol. 22, no. 5, pp. 4932-4942, 2014.
[47]Z.H. Shao, H.Z. Shu, J.S. Wu, B.J. Chen, J. L. Coatrieux. Quaternion Bessel-Fourier moments and their invariant descriptors for object reconstruction and recognition. Pattern Recognition, vol. 47, no. 2, pp. 603-611, Feb. 2014.