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Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images


Aug 03, 2020
Yuting He, Tiantian Li, Guanyu Yang, Youyong Kong, Yang Chen, Huazhong Shu, Jean-Louis Coatrieux, Jean-Louis Dillenseger, Shuo Li


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Generative networks as inverse problems with fractional wavelet scattering networks


Jul 28, 2020
Jiasong Wu, Jing Zhang, Fuzhi Wu, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu

* 27 pages, 13 figures, 6 tables 

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SLNSpeech: solving extended speech separation problem by the help of sign language


Jul 21, 2020
Jiasong Wu, Taotao Li, Youyong Kong, Guanyu Yang, Lotfi Senhadji, Huazhong Shu

* 33 pages, 8 figures, 5 tables 

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Eikonal Region-based Active Contours for Image Segmentation


Dec 20, 2019
Da Chen, Jean-Marie Mirebeau, Huazhong Shu, Laurent D. Cohen


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Deep Octonion Networks


Mar 20, 2019
Jiasong Wu, Ling Xu, Youyong Kong, Lotfi Senhadji, Huazhong Shu

* 27 pages, 6 figures 

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Compressing complex convolutional neural network based on an improved deep compression algorithm


Mar 06, 2019
Jiasong Wu, Hongshan Ren, Youyong Kong, Chunfeng Yang, Lotfi Senhadji, Huazhong Shu

* 5 pages, 2 figures, 4 tables 

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Fractional spectral graph wavelets and their applications


Feb 27, 2019
Jiasong Wu, Fuzhi Wu, Qihan Yang, Youyong Kong, Xilin Liu, Yan Zhang, Lotfi Senhadji, Huazhong Shu

* 27 pages, 4 figures, 1 table 

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Modulated binary cliquenet


Feb 27, 2019
Jinpeng Xia, Jiasong Wu, Youyong Kong, Pinzheng Zhang, Lotfi Senhadji, Huazhong Shu

* 5 pages, 3 figures, 2 tables 

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Robust low-rank multilinear tensor approximation for a joint estimation of the multilinear rank and the loading matrices


Nov 30, 2018
Xu Han, Laurent Albera, Amar Kachenoura, Huazhong Shu, Lotfi Senhadji

* it needs to be improved 

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Fractional Wavelet Scattering Network and Applications


Jun 30, 2018
Li Liu, Jiasong Wu, Dengwang Li, Lotfi Senhadji, Huazhong Shu

* 11 pages, 6 figures, 3 tables, IEEE Transactions on Biomedical Engineering, 2018 

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MomentsNet: a simple learning-free method for binary image recognition


Feb 22, 2017
Jiasong Wu, Shijie Qiu, Youyong Kong, Yang Chen, Lotfi Senhadji, Huazhong Shu

* 5 pages, 4 figures, 2 tables 

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Heart Rate Variability and Respiration Signal as Diagnostic Tools for Late Onset Sepsis in Neonatal Intensive Care Units


May 12, 2016
Yuan Wang, Guy Carrault, Alain Beuchee, Nathalie Costet, Huazhong Shu, Lotfi Senhadji


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PCANet: An energy perspective


Mar 03, 2016
Jiasong Wu, Shijie Qiu, Youyong Kong, Longyu Jiang, Lotfi Senhadji, Huazhong Shu

* 37 pages, 23 figures, 16 tables 

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Kernel principal component analysis network for image classification


Dec 20, 2015
Dan Wu, Jiasong Wu, Rui Zeng, Longyu Jiang, Lotfi Senhadji, Huazhong Shu

* 7 pages, 1 figure, 4 tables 

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Color Image Classification via Quaternion Principal Component Analysis Network


Mar 05, 2015
Rui Zeng, Jiasong Wu, Zhuhong Shao, Yang Chen, Lotfi Senhadji, Huazhong Shu

* 9 figures,5 tables 

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Tensor object classification via multilinear discriminant analysis network


Nov 05, 2014
Rui Zeng, Jiasong Wu, Lotfi Senhadji, Huazhong Shu

* 5 pages, 4 figures 

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Multilinear Principal Component Analysis Network for Tensor Object Classification


Nov 05, 2014
Rui Zeng, Jiasong Wu, Zhuhong Shao, Lotfi Senhadji, Huazhong Shu

* 4 pages, 3 figures 

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Performance evaluation of wavelet scattering network in image texture classification in various color spaces


Jul 24, 2014
Jiasong Wu, Longyu Jiang, Xu Han, Lotfi Senhadji, Huazhong Shu

* 6 pages, 4 figures, 2 tables 

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Efficient Legendre moment computation for grey level images


Mar 12, 2014
Guanyu Yang, Huazhong Shu, Christine Toumoulin, Guo-Niu Han, Limin M. Luo

* Pattern Recognition 39, 1 (2006) 74-80 

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Image reconstruction from limited range projections using orthogonal moments


Mar 12, 2014
Huazhong Shu, Jian Zhou, Guo-Niu Han, Limin M. Luo, Jean-Louis Coatrieux

* Pattern Recognition 40, 2 (2007) 670-680 

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