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ORCIDLihua Yang 0001
Person information
- affiliation: Sun Yat-sen University, School of Mathematics, Guangzhou, China
- affiliation (former): Concordia University, Center for Pattern Recognition and Machine Intelligence, Montreal, QUE, Canada
- affiliation (former): Zhongshan University, Department of Scientific Computing and Computer Application, Guangzhou, China
- affiliation (former): Hong Kong Baptist University, Hong Kong
- affiliation (1996 - 1998): Academia Sinica of China, Institute of Mathematics, Beijing, China
- affiliation (PhD 1995): Sun Yat-sen University, School of Mathematics, Guangzhou, China
Other persons with the same name
- Lihua Yang (aka: Li-hua Yang, Li-Hua Yang) — disambiguation page
- Lihua Yang 0002
![[0000-0001-5944-6873]](https://dblp.org/img/orcid-mark.12x12.png "0000-0001-5944-6873")
— Beijing Jiaotong University, School of Electronic and Information Engineering, China
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2020 – today
- 2024
[j53]Qian Zhang, Lihua Yang, Zhihua Yang, Chao Huang:
Recovery of bandlimited graph signals based on the reproducing kernel Hilbert space. Digit. Signal Process. 151: 104565 (2024)- [j52]Guangrui Yang, Qing Zhang, Lihua Yang:
Piecewise-Constant Representation and Sampling of Bandlimited Signals on Graphs. IEEE Trans. Signal Inf. Process. over Networks 10: 332-346 (2024) - 2023
- [j51]Qian Zhang, Chao Huang, Lihua Yang, Zhihua Yang:
Salt and pepper noise removal method based on graph signal reconstruction. Digit. Signal Process. 135: 103941 (2023) - [j50]Qing Zhang, Lihua Yang, Guangrui Yang, Zhihua Yang:
Rating prediction based on the graph Fourier basis and PSD estimation from the perspective of graph signal reconstruction. Expert Syst. Appl. 223: 119867 (2023) - [j49]Linyan Gu, Lihua Yang, Feng Zhou:
Refinements of Approximation Results of Conditional Restricted Boltzmann Machines. IEEE Trans. Neural Networks Learn. Syst. 34(3): 1228-1242 (2023) - [j48]Junxia You, Lihua Yang:
Spline-Like Wavelet Filterbanks With Perfect Reconstruction on Arbitrary Graphs. IEEE Trans. Signal Inf. Process. over Networks 9: 207-216 (2023) - [i2]Guangrui Yang, Lihua Yang, Qing Zhang, Zhihua Yang:
An Equivalent Graph Reconstruction Model and its Application in Recommendation Prediction. CoRR abs/2307.02183 (2023) - 2022
- [j47]Feng Zhou, Huafei Li, Lihua Yang, Zhihua Yang, Linyan Gu:
A novel image deblocking approach within a graph framework. Digit. Signal Process. 120: 103270 (2022) - [j46]Zhihua Yang, Guangrui Yang, Lihua Yang, Qian Zhang:
A reconstruction method for graph signals based on the power spectral density estimation. Digit. Signal Process. 122: 103347 (2022) - [j45]Lihua Yang, Qing Zhang, Qian Zhang, Chao Huang:
Atomic filter: A weak form of shift operator for graph signals. Digit. Signal Process. 129: 103644 (2022) - [j44]Zhihua Yang, Zhonghui Kuang, Lihua Yang, Qian Zhang:
A recommendation prediction method based on the estimation of PSD of sampled signals on graph. Expert Syst. Appl. 201: 117097 (2022) - [j43]Linyan Gu, Lihua Yang, Feng Zhou:
Approximation properties of Gaussian-binary restricted Boltzmann machines and Gaussian-binary deep belief networks. Neural Networks 153: 49-63 (2022) - 2021
- [j42]Chao Huang, Qian Zhang, Jianfeng Huang, Lihua Yang:
Approximation theorems on graphs. J. Approx. Theory 270: 105620 (2021) - [j41]Guangrui Yang, Lihua Yang, Chao Huang:
An orthogonal partition selection strategy for the sampling of graph signals with successive local aggregations. Signal Process. 188: 108211 (2021) - [j40]Guangrui Yang, Lihua Yang, Zhihua Yang, Chao Huang:
Efficient Node Selection Strategy for Sampling Bandlimited Signals on Graphs. IEEE Trans. Signal Process. 69: 5815-5829 (2021) - 2020
- [j39]Chao Huang, Qian Zhang, Jianfeng Huang, Lihua Yang:
Reconstruction of bandlimited graph signals from measurements. Digit. Signal Process. 101: 102728 (2020) - [j38]Wuhong Lin, Jianfeng Huang, Ching Yee Suen, Lihua Yang:
A feature extraction model based on discriminative graph signals. Expert Syst. Appl. 139 (2020) - [j37]Zhihua Yang, Feng Zhou, Lihua Yang, Qian Zhang:
A new prediction method for recommendation system based on sampling reconstruction of signal on graph. Expert Syst. Appl. 159: 113587 (2020) - [j36]Linyan Gu, Feng Zhou, Lihua Yang:
Towards the representational power of restricted Boltzmann machines. Neurocomputing 415: 358-367 (2020) - [j35]Wuhong Lin, Dongsheng Lv, Ziliang Han, Jianwei Dong, Lihua Yang:
Major depressive disorder identification by referenced multiset canonical correlation analysis with clinical scores. Medical Image Anal. 60 (2020) - [c15]Zhihua Yang, Qian Zhang, Feng Zhou, Lihua Yang:
A New Credit Scoring Model Based on Prediction of Signal on Graph. ICPRAI 2020: 228-237 - [c14]Jianfeng Huang, Chao Huang, Lihua Yang, Qian Zhang:
A Novel ECG Signal Classification Algorithm Based on Common and Specific Components Separation. ICPRAI 2020: 583-595
2010 – 2019
- 2019
- [j34]Feng Zhou, Haomin Zhou, Zhihua Yang, Lihua Yang:
EMD2FNN: A strategy combining empirical mode decomposition and factorization machine based neural network for stock market trend prediction. Expert Syst. Appl. 115: 136-151 (2019) - [j33]Feng Zhou, Haomin Zhou, Zhihua Yang, Lihua Yang:
A 2-Stage Strategy for Non-Stationary Signal Prediction and Recovery Using Iterative Filtering and Neural Network. J. Comput. Sci. Technol. 34(2): 318-338 (2019) - [j32]Linyan Gu, Jianfeng Huang, Lihua Yang:
On the Representational Power of Restricted Boltzmann Machines for Symmetric Functions and Boolean Functions. IEEE Trans. Neural Networks Learn. Syst. 30(5): 1335-1347 (2019) - [i1]Lihua Yang, Anna Qi, Chao Huang, Jianfeng Huang:
Graph Fourier Transform Based on 𝓁1 Norm Variation Minimization. CoRR abs/1908.06672 (2019) - 2018
- [j31]Zhihua Yang, Qian Zhang, Feng Zhou, Lihua Yang:
Hilbert spectrum analysis of piecewise stationary signals and its application to texture classification. Digit. Signal Process. 82: 1-10 (2018) - 2017
- [j30]Chao Huang, Lihui Tan, Qian Zhang, Lihua Yang:
Constructions of ϵ-mono-components and mathematical analysis on signal decomposition algorithm. Appl. Math. Comput. 293: 555-564 (2017) - [j29]Jianfeng Huang, Chao Huang, Lihua Yang:
Mono-frequency signals: Model and construction. Digit. Signal Process. 69: 185-192 (2017) - [j28]Wuhong Lin, Huawang Wu, Yishu Liu, Dongsheng Lv, Lihua Yang:
A CCA and ICA-Based Mixture Model for Identifying Major Depression Disorder. IEEE Trans. Medical Imaging 36(3): 745-756 (2017) - 2016
- [j27]Feng Zhou, Lijun Yang, Haomin Zhou, Lihua Yang:
Optimal averages for nonlinear signal decompositions - Another alternative for empirical mode decomposition. Signal Process. 121: 17-29 (2016) - [j26]Yishu Liu, Zhihua Yang, Ching Y. Suen, Lihua Yang:
A Study on Performance Improvement Due to Linear Fusion in Biometric Authentication Tasks. IEEE Trans. Syst. Man Cybern. Syst. 46(9): 1252-1264 (2016) - [c13]Chao Huang, Jianwei Dong, Jianfeng Huang, Lihua Yang:
A unified mathematical treatment for Bedrosian identity. ICMLC 2016: 1055-1060 - [c12]Linyan Gu, Lihua Yang:
On the magnitude of parameters of RBMs being universal approximators. ICPR 2016: 2470-2474 - [c11]Qian Zhang, Zhijing Yang, Chao Huang, Zhihua Yang, Lihua Yang:
The graphics of the solutions by learning a RBM: Discussion on a special case. INDIN 2016: 1130-1133 - 2015
- [j25]Lijun Yang, Zhihua Yang, Lihua Yang:
The theoretical analysis for an iterative envelope algorithm. Digit. Signal Process. 38: 32-42 (2015) - [j24]Yishu Liu, Zhihua Yang, Lihua Yang:
Online Signature Verification Based on DCT and Sparse Representation. IEEE Trans. Cybern. 45(11): 2498-2511 (2015) - [j23]Chao Huang, Lijun Yang, Lihua Yang:
ε-Mono-Component: Its Characterization and Construction. IEEE Trans. Signal Process. 63(1): 234-243 (2015) - 2014
- [j22]Lijun Yang, Zhihua Yang, Feng Zhou, Lihua Yang:
A novel envelope model based on convex constrained optimization. Digit. Signal Process. 29: 138-146 (2014) - [j21]Yishu Liu, Lihua Yang, Ching Y. Suen:
The Effect of Correlation and Performances of Base-Experts on Score Fusion. IEEE Trans. Syst. Man Cybern. Syst. 44(4): 510-517 (2014) - [c10]Zhijing Yang, Jianmin Jiang, Lihua Yang, Chunmei Qing, Bingo Wing-Kuen Ling, Qingyun Dai:
A new bidimensional EMD algorithmand its applications. CSNDSP 2014: 152-155 - 2013
- [j20]Jianfeng Huang, Lihua Yang:
A piecewise monotonous Model for Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. 5(4) (2013) - [j19]Xueying Zeng, Lihua Yang:
A robust multiframe super-resolution algorithm based on half-quadratic estimation with modified BTV regularization. Digit. Signal Process. 23(1): 98-109 (2013) - [j18]Lijun Yang, Zhihua Yang, Lihua Yang, Ping Zhang:
An improved envelope algorithm for eliminating undershoots. Digit. Signal Process. 23(1): 401-411 (2013) - 2011
- [j17]Jianfeng Huang, Lihua Yang:
Vakman's analysis in L2(R). Int. J. Comput. Math. 88(3): 545-554 (2011) - [j16]Zhihua Yang, Lihua Yang:
A New Bidimensional Empirical Mode Decomposition by Using Radon Transform. Int. J. Wavelets Multiresolution Inf. Process. 9(3): 387-396 (2011) - 2010
- [j15]Lihui Tan, Lixin Shen, Lihua Yang:
Rational orthogonal bases satisfying the Bedrosian identity. Adv. Comput. Math. 33(3): 285-303 (2010) - [j14]Zhijing Yang, Lihua Yang, Chunmei Qing:
An oblique-extrema-based approach for empirical mode decomposition. Digit. Signal Process. 20(3): 699-714 (2010) - [j13]Tianxiang Zheng, Lihua Yang:
B-spline Analytical Representation of the Mean Envelope for Empirical Mode Decomposition. Int. J. Wavelets Multiresolution Inf. Process. 8(2): 175-195 (2010)
2000 – 2009
- 2009
- [j12]Chao Huang, Lihua Yang, Yang Wang:
Convergence of a Convolution-Filtering-Based Algorithm for Empirical Mode Decomposition. Adv. Data Sci. Adapt. Anal. 1(4): 561-571 (2009) - [j11]Zhijing Yang, Zhihua Yang, Lihua Yang:
Iris Recognition Based on Hilbert-Huang Transform. Adv. Data Sci. Adapt. Anal. 1(4): 623-641 (2009) - 2008
- [j10]Zhijing Yang, Lihua Yang, Chunmei Qing, Daren Huang:
A method to eliminate riding waves appearing in the empirical AM/FM demodulation. Digit. Signal Process. 18(4): 488-504 (2008) - 2006
- [j9]Zhihua Yang, Lihua Yang, Dongxu Qi, Ching Y. Suen:
An EMD-based recognition method for Chinese fonts and styles. Pattern Recognit. Lett. 27(14): 1692-1701 (2006) - 2005
- [j8]Helong Li, Lihua Yang, Daren Huang:
The study of the intermittency test filtering character of Hilbert-Huang transform. Math. Comput. Simul. 70(1): 22-32 (2005) - [j7]Lihua Yang, Ching Y. Suen, Tien D. Bui, Ping Zhang:
Discrimination of similar handwritten numerals based on invariant curvature features. Pattern Recognit. 38(7): 947-963 (2005) - [c9]Zhihua Yang, Lihua Yang, Ching Y. Suen:
A New Method of Recognizing Chinese Fonts. ICDAR 2005: 962-966 - 2004
- [c8]Zhihua Yang, Dongxu Qi, Lihua Yang:
Signal period analysis based on Hilbert-Huang transform and its application to texture analysis. ICIG 2004: 430-433 - [c7]Zhihua Yang, Daren Huang, Lihua Yang:
A Novel Pitch Period Detection Algorithm Based on Hilbert-Huang Transform. SINOBIOMETRICS 2004: 586-593 - 2003
- [j6]Lihua Yang, Zhihua Yang, Xingming Sun:
Construction of wavelets for width-invariant characterization of curves. Pattern Recognit. Lett. 24(15): 2751-2760 (2003) - [j5]Lihua Yang, Ching Y. Suen, Yuan Yan Tang:
A width-invariant property of curves based on wavelet transform with a novel wavelet function. IEEE Trans. Syst. Man Cybern. Part B 33(3): 541-548 (2003) - 2002
- [j4]Xingming Sun, Huowang Chen, Lihua Yang, Yuan Yan Tang:
Mathematical Representation of a Chinese Character and its Applications. Int. J. Pattern Recognit. Artif. Intell. 16(6): 735-748 (2002) - [c6]Lihua Yang, Tien D. Bui, Ching Y. Suen:
An Application of Nonlinear Wavelet Approximation to Face Recognition. ICPR (2) 2002: 48- - 2001
- [j3]Xingming Sun, Lihua Yang, Yuan Yan Tang, Yunfa Hu:
A New Stroke Extraction Method of Chinese Characters. Int. J. Pattern Recognit. Artif. Intell. 15(4): 707-721 (2001) - [c5]Lihua Yang, Xinge You, Robert M. Haralick, Ihsin T. Phillips, Yuan Yan Tang:
Characterization of Dirac Edge with New Wavelet Transform. WAA 2001: 129-138 - [c4]Yishu Liu, Jinyu Cen, Qian Sun, Lihua Yang:
A Design of Automatic Speech Playing System Based on Wavelet Transform. WAA 2001: 321-325 - [c3]Lihua Yang, Qiuhui Chen, Yuan Yan Tang:
General Design of Wavelet High-Pass Filters from Reconstructional Symbol. WAA 2001: 326-330 - 2000
- [b1]Yuan Yan Tang, Jiming Liu, Lihua Yang, Hong Ma:
Wavelet Theory and Its Application to Pattern Recognition. Series in Machine Perception and Artificial Intelligence 36, WorldScientific 2000, ISBN 978-981-02-3819-3, pp. 1-300 - [j2]L. Feng, Ching Y. Suen, Yuan Yan Tang, Lihua Yang:
Edge Extraction of Images by Reconstruction Using Wavelet Decomposition Details at Different Resolution Levels. Int. J. Pattern Recognit. Artif. Intell. 14(6): 779-793 (2000) - [j1]Yuan Yan Tang, Lihua Yang, Jiming Liu:
Characterization of Dirac-structure edges with wavelet transform. IEEE Trans. Syst. Man Cybern. Part B 30(1): 93-109 (2000)
1990 – 1999
- 1998
- [c2]Yuan Yan Tang, Lihua Yang, L. Feng:
Characterization and detection of edges by Lipschitz exponents and MASW wavelet transform. ICPR 1998: 1572-1574 - 1997
- [c1]Yuan Yan Tang, Jiming Liu, Lihua Yang:
Quadratic Spline Wavelet Approach to Automatic Extraction of Baselines from Document Images. ICDAR 1997: 693-696
Coauthor Index
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