Xiaoping Lai

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 52

Top Topics

Landmark Recognition

Weighted Least Squares

Infinite Impulse Response

Extreme Learning Machine

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

J. Frankl. Inst.

Publications

Deyang Zhou, Lu Xu, Tianlei Wang, Shaonong Wei, Feng Gao, Xiaoping Lai, Jiuwen Cao
M-DDC: MRI based demyelinative diseases classification with U-Net segmentation and convolutional network. Neural Networks 169 (2024)
Tianlei Wang, Xiaoping Lai, Jiuwen Cao
A highly efficient ADMM-based algorithm for outlier-robust regression with Huber loss. Appl. Intell. 54 (6) (2024)
Xiaoping Lai, Jiuwen Cao, Zhiping Lin
An Accelerated Maximally Split ADMM for a Class of Generalized Ridge Regression. IEEE Trans. Neural Networks Learn. Syst. 34 (2) (2023)
Wenbin Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu
Mean amplitude spectrum based epileptic state classification for seizure prediction using convolutional neural networks. J. Ambient Intell. Humaniz. Comput. 14 (11) (2023)
Xiaonan Cui, Tianlei Wang, Xiaoping Lai, Tiejia Jiang, Feng Gao, Jiuwen Cao
Cross-Subject Seizure Detection by Joint-Probability-Discrepancy-Based Domain Adaptation. IEEE Trans. Instrum. Meas. 72 (2023)
Xuanyue Shentu, Xiaoping Lai, Tianlei Wang, Jiuwen Cao
Efficient ADMM-Based Algorithm for Regularized Minimax Approximation. IEEE Signal Process. Lett. 30 (2023)
Huahua Wu, Jiagui Chen, Tianlei Wang, Xiaoping Lai, Jiuwen Cao
Ship License Plate Super-Resolution in the Wild. IEEE Signal Process. Lett. 30 (2023)
Xiaonan Cui, Dinghan Hu, Peng Lin, Jiuwen Cao, Xiaoping Lai, Tianlei Wang, Tiejia Jiang, Feng Gao
Deep feature fusion based childhood epilepsy syndrome classification from electroencephalogram. Neural Networks 150 (2022)
Huoping Yi, Xiaoping Lai
Design of low-pass and band-pass infinite impulse response maximally flat stable digital differentiators. IET Signal Process. 16 (2) (2022)
Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye
Knowledge-aware Coupled Graph Neural Network for Social Recommendation. AAAI (2021)
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Yaomin Wang, Shuang Wang, Yao Ding
Epileptic State Classification by Fusing Hand-Crafted and Deep Learning EEG Features. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Ziwang Luo, David B. H. Tay, Xiaoping Lai, Zhiping Lin
Design of Orthogonal Wavelet Filters with Minimum RMS Bandwidth Using A Symbolic Approach. ISCAS (2021)
Chao Huang, Huance Xu, Yong Xu, Peng Dai, Lianghao Xia, Mengyin Lu, Liefeng Bo, Hao Xing, Xiaoping Lai, Yanfang Ye
Knowledge-aware Coupled Graph Neural Network for Social Recommendation. CoRR (2021)
Xiaonan Cui, Jiuwen Cao, Tianlei Wang, Xiaoping Lai
Robust Randomized Autoencoder and Correntropy Criterion-Based One-Class Classification. IEEE Trans. Circuits Syst. II Express Briefs 68 (4) (2021)
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu, Shuang Wang, Yao Ding
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm. IEEE Trans. Cogn. Dev. Syst. 13 (2) (2021)
Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Q. M. Jonathan Wu
Hierarchical One-Class Classifier With Within-Class Scatter-Based Autoencoders. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Rongzhi Ma, Jiuwen Cao, Tianlei Wang, Xiaoping Lai
Affine Transformation Based Hierarchical Extreme Learning Machine. ISCAS (2020)
Xiaoping Lai, Jiuwen Cao, Xiaofeng Huang, Tianlei Wang, Zhiping Lin
A Maximally Split and Relaxed ADMM for Regularized Extreme Learning Machines. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Weiyu Zeng, Jiuwen Cao, Jianzhong Wang, Xiaoping Lai, Zhiping Lin
MAM: Mixed Attention Module with Random Disruption Augmentation for Image Classification. ISCAS (2020)
Haochong Lan, Zhiping Lin, Xiaoping Lai
Searching for High Accuracy Mix-Bitwidth Network Architecture. ICARCV (2020)
Huoping Yi, Xiaoping Lai, Hailong Meng
A Modified Annulus Sector Constraint for Constrained FIR Filter Designs. Circuits Syst. Signal Process. 38 (11) (2019)
Ruijie Zhao, Xiaoping Lai, David B. H. Tay, Zhiping Lin
An Alternating Variable Technique for the Constrained Minimax Design of Frequency-Response-Masking Filters. Circuits Syst. Signal Process. 38 (2) (2019)
Dinghan Hu, Jiuwen Cao, Xiaoping Lai, Junbiao Liu
Epileptic State Classification based on Intrinsic Mode Function and Wavelet Packet Decomposition. EMBC (2019)
Xiaoping Lai, Jiuwen Cao, Zhiping Lin
Minimax Magnitude Response Approximation of Pole-radius Constrained IIR Digital Filters. ICASSP (2019)
Ruijie Zhao, Xiaoping Lai, Xiaoying Hong, Zhiping Lin
A matrix-based IRLS algorithm for the least \({l}_{p}\) -norm design of 2-D FIR filters. Multidimens. Syst. Signal Process. 30 (1) (2019)
Jiuwen Cao, Kai Zhang, Hongwei Yong, Xiaoping Lai, Badong Chen, Zhiping Lin
Extreme Learning Machine With Affine Transformation Inputs in an Activation Function. IEEE Trans. Neural Networks Learn. Syst. 30 (7) (2019)
Tianlei Wang, Xiaoping Lai, Jiuwen Cao, Chi-Man Vong, Badong Chen
An Enhanced Hierarchical Extreme Learning Machine with Random Sparse Matrix Based Autoencoder. ICASSP (2019)
Zhiwei Liang, Xipeng Yu, Yinong Chu, Geng Li, Qianrong Liang, Xiaoping Lai
Html5 private electronic health record based on Chinese WS series standards. BIBM (2018)
Jiajun Sun, Guohua Wang, Zhiping Lin, Sirajudeen Gulam Razul, Xiaoping Lai
Automatic Modulation Classification of Cochannel Signals using Deep Learning. DSL (2018)
Shuya Ding, Bilal Mirza, Zhiping Lin, Jiuwen Cao, Xiaoping Lai, Tam V. Nguyen, Jose Sepulveda
Kernel based online learning for imbalance multiclass classification. Neurocomputing 277 (2018)
Hailong Meng, Xiaoping Lai, Jiuwen Cao, Zhiping Lin
A Sequential Partial Optimization Algorithm with Guaranteed Convergence for Minimax Design of IIR Digital Filters. Circuits Syst. Signal Process. 37 (10) (2018)
Tianlei Wang, Jiuwen Cao, Xiaoping Lai, Badong Chen
Deep Weighted Extreme Learning Machine. Cogn. Comput. 10 (6) (2018)
Ruijie Zhao, Xiaoping Lai, Zhiping Lin
An Iterative Reweighted Minimax Algorithm for the Design of FRM-based Two-channel QMF Banks. ISCAS (2018)
Jiuwen Cao, Tianlei Wang, Luming Shang, Xiaoping Lai, Chi-Man Vong, Badong Chen
An intelligent propagation distance estimation algorithm based on fundamental frequency energy distribution for periodic vibration localization. J. Frankl. Inst. 355 (4) (2018)
Ruijie Zhao, Xiaoping Lai, Zhiping Lin, Zhifeng Gao
A Bi-matrix-based Conjugate Gradient Algorithm for the WLS Design of Centro-symmetric 2-D FIR Filters. DSL (2018)
Xiaoping Lai, Jiuwen Cao, Ruijie Zhao, Zhiping Lin
A Relaxed ADMM Algorithm for WLS Design of Linear-Phase 2D FIR Filters. DSL (2018)
Dinghan Hu, Xiaoping Lai
Magnitude Design of FIR Evidence Filters with Prescribed Transition Rolloff Using Bisection and ICMEE. FUSION (2018)
Xiaoping Lai, Jiuwen Cao, Zhiping Lin
A Novel Relaxed ADMM with Highly Parallel Implementation for Extreme Learning Machine. ISCAS (2018)
Qinglai Liu, Yong Ching Lim, Zhiping Lin, Xiaoping Lai
Design of IIR frequency-response masking filters with near linear phase using constrained optimization. ISCAS (2017)
Xiaoping Lai, Hailong Meng, Jiuwen Cao, Zhiping Lin
A Sequential Partial Optimization Algorithm for Minimax Design of Separable-Denominator 2-D IIR Filters. IEEE Trans. Signal Process. 65 (4) (2017)
Jiuwen Cao, Jun Liu, Jianzhong Wang, Xiaoping Lai
Acoustic vector sensor: reviews and future perspectives. IET Signal Process. 11 (1) (2017)
Xiaoying Hong, Ruijie Zhao, Xiaoping Lai, Jiuwen Cao
A matrix-based algorithm for the CLS design of centrally symmetric 2-D FIR filters. ISCAS (2016)
Jiuwen Cao, Jiaoping Hao, Xiaoping Lai, Chi-Man Vong, Minxia Luo
Ensemble extreme learning machine and sparse representation classification. J. Frankl. Inst. 353 (17) (2016)
Xiaoying Hong, Xiaoping Lai, Ruijie Zhao
A fast design algorithm for elliptic-error and phase-error constrained LS 2-D FIR filters. Multidimens. Syst. Signal Process. 27 (2) (2016)
Xiaoping Lai, Zhiping Lin
Iterative Reweighted Minimax Phase Error Designs of IIR Digital Filters With Nearly Linear Phases. IEEE Trans. Signal Process. 64 (9) (2016)
Jiuwen Cao, Kai Zhang, Minxia Luo, Chun Yin, Xiaoping Lai
Extreme learning machine and adaptive sparse representation for image classification. Neural Networks 81 (2016)
Ruijie Zhao, Xiaoping Lai, Zhiping Lin, Xiaoying Hong
A matrix iterative algorithm for the WLS design of variable fractional delay FIR filters. DSP (2016)
Zhiwei Liang, LiYi Shi, Hao Tian, Guoqing Xie, Qianrong Liang, Xipeng Yu, Xiaoping Lai, Ye Yuan, Bin Feng
Multi-lead medical waveform format encoding rules and its application in a wearable watch. BIBM (2016)
Ruijie Zhao, Xiaoping Lai, Zhiping Lin
Weighted least squares design of 2-D FIR filters using a matrix-based generalized conjugate gradient method. J. Frankl. Inst. 353 (8) (2016)
Jiuwen Cao, Xiaoping Lai
MVDR beamformer analysis of acoustic vector sensor with single directional interference. ISCAS (2016)
Bilal Mirza, Stanley Kok, Zhiping Lin, Yong Kiang Yeo, Xiaoping Lai, Jiuwen Cao, Jose Sepulveda
Efficient representation learning for high-dimensional imbalance data. DSP (2016)
Tianlei Wang, Jiuwen Cao, Jianzhong Wang, Xiaoping Lai, Zhiping Lin
Excavation devices classification using enhanced acoustics by MVDR beamforming with a cross microphone array. DSP (2016)
Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Marcus Eng Hock Ong, Chun Yin, Zhixiong Koh, Nan Liu
Landmark recognition with sparse representation classification and extreme learning machine. J. Frankl. Inst. 352 (10) (2015)
Bilal Mirza, Zhiping Lin, Jiuwen Cao, Xiaoping Lai
Voting based weighted online sequential extreme learning machine for imbalance multi-class classification. ISCAS (2015)
Jun Liu, Yunfei Guo, Anke Xue, Xiaoping Lai
An Iterative Constrained Minimax Approach to Magnitude Response Design of FIR Evidence Filters. Circuits Syst. Signal Process. 34 (11) (2015)
Jiuwen Cao, Yanfei Zhao, Xiaoping Lai, Tao Chen, Nan Liu, Bilal Mirza, Zhiping Lin
Landmark recognition via sparse representation. DSP (2015)
Xiaoying Hong, Ruijie Zhao, Xiaoping Lai
A matrix-based constrained minimax design of 2-D FIR filters with reduced group delay error. DSP (2015)
Zhiwei Liang, DongXu Jiang, Xiaoping Lai, XueLian Mo, Qianrong Liang, Xiaoyan Luo, LiWen Zhou, ZhongXun Yuan, JianBiao Xu, Xiaoyang Zhang, Ning Xu, Ye Yuan, Jing An, JuanHong Zeng, ShouZeng Zheng, CanDong Li, Yi Zhou
Cooperative service model innovation and pilot application in the prevention and control on diabetic retinopathy with web-movable hand-hold fundus camera in regional health and medicine of digitization. BIBM (2015)
Yue Chen, Dongye Zhang, Zhiping Lin, Xiaoping Lai
A sequential weighted least squares procedure for design of IIR filters and two-channel IIR filter banks. ISCAS (2014)
Xiaoping Lai, Zhiping Lin
Optimal Design of Constrained FIR Filters Without Phase Response Specifications. IEEE Trans. Signal Process. 62 (17) (2014)
Ruijie Zhao, Xiaoping Lai
A new iterative reweighted least squares algorithm for the design of FIR filters. ICICS (2013)
Xiaoying Hong, Xiaoping Lai, Ruijie Zhao
Matrix-Based Algorithms for Constrained Least-Squares and Minimax Designs of 2-D Linear-Phase FIR Filters. IEEE Trans. Signal Process. 61 (14) (2013)
Qinjie Ruan, Zhaoyang Jin, Feng Liu, Ping Xu, Xiaoping Lai
Fast dynamic magnetic resonance imaging based on an improved Motion Estimation/Motion Compensation scheme. BMEI (2013)
Xiaoping Lai, Zhiping Lin
Design and application of allpass filters with equiripple group delay errors. ISCAS (2013)
Ruijie Zhao, Xiaoping Lai
Theory and Design of Linear-Phase Minimax FIR Filters with Mixed Constraints in the Frequency Domain. Circuits Syst. Signal Process. 32 (1) (2013)
Xiaoying Hong, Ruijie Zhao, Xiaoping Lai
A matrix-based algorithm for constrained least-squares design of two-dimensional FIR filters with low group delay. ICICS (2013)
Zhiwei Liang, Xiaoyan Luo, Lingli Wang, Qianrong Liang, Yongyun Wang, Xiaoping Lai, Ye Yuan
An auscultatory technique of Chinese medicine: Pattern recognition based on timbre of human-voice matching with standardized patterns of sound from Bianzhong of Marquis Yi of Zeng (***). BIBM (2013)
Ruijie Zhao, Xiaoping Lai
An efficient matrix iterative algorithm for the WLS design of 2-D FIR filters. ISCAS (2013)
Ruijie Zhao, Xiaoping Lai
Efficient 2-D based algorithms for WLS designs of 2-D FIR filters with arbitrary weighting functions. Multidimens. Syst. Signal Process. 24 (3) (2013)
Xiaoping Lai, Zhiping Lin
Minimax Phase Error Design of IIR Digital Filters With Prescribed Magnitude and Phase Responses. IEEE Trans. Signal Process. 60 (2) (2012)
Xiaoping Lai, Anke Xue, Zhiping Lin, Chunlu Lai
Minimax design of nonnegative finite impulse response filters. FUSION (2012)
Xiaoping Lai, Chunlu Lai, Ruijie Zhao
An Iterative Approach to Near-Uniform Group-Delay Error Design of FIR Filters. IEEE Signal Process. Lett. 18 (2) (2011)
Ruijie Zhao, Xiaoping Lai
A fast matrix iterative technique for the WLS design of 2-D quadrantally symmetic FIR filters. Multidimens. Syst. Signal Process. 22 (4) (2011)
Zhiwei Liang, Lingli Wang, Xiaoping Lai, Yanhua Li, Yongyun Wang, Zuye Liang
The model of high-order multidimensional tree with tristate applied to the digitalization of Yin-Yang theory of Traditional Chinese Medicine. BIBM Workshops (2011)
Xiaoping Lai, Zhiping Lin, Hon Keung Kwan
A Sequential Minimization Procedure for Minimax Design of IIR Filters Based on Second-Order Factor Updates. IEEE Trans. Circuits Syst. II Express Briefs (1) (2011)
Xiaoping Lai, Zhiping Lin
Minimax design of IIR digital filters using a sequential constrained least-squares method. IEEE Trans. Signal Process. 58 (7) (2010)
Xiaoping Lai
Optimal design of nonlinear-phase FIR filters with prescribed phase error. IEEE Trans. Signal Process. 57 (9) (2009)
Xiaoping Lai, Zhiping Lin
A sequential constrained least-squares method to minimax design of stable IIR digital filters. CDC (2009)
Xiaoping Lai
Online Estimation of Minimum Sizes of 2-D FIR Frequency-Selective Filters With Magnitude Constraints. IEEE Signal Process. Lett. 15 (2008)
Ruijie Zhao, Xiaoping Lai
Chebyshev Design of Linear-Phase FIR Filters With Linear Equality Constraints. IEEE Trans. Circuits Syst. II Express Briefs (6) (2007)
Xiaoping Lai, Yun Cheng
A Sequential Constrained Least-Square Approach to Minimax Design of 2-D FIR Filters. IEEE Trans. Circuits Syst. II Express Briefs (11) (2007)
Xiaoping Lai
A Sequential Constrained Least-Square Method for Minimax Design of Linear-phase FIR filters with Time-domain Constraints. ISCAS (2007)
Xiaoping Lai, Hon Keung Kwan
An Online Procedure for Linear-Phase 2-D FIR Filters of Smallest Size with Magnitude Error Constraint. ISCAS (2007)
Xiaoping Lai
Design of smallest size two-dimensional linear-phase FIR filters with magnitude error constraint. Multidimens. Syst. Signal Process. 18 (4) (2007)
Xiaoping Lai, Ruijie Zhao
On Chebyshev design of linear-phase FIR filters with frequency inequality constraints. IEEE Trans. Circuits Syst. II Express Briefs (2) (2006)
Xiaoping Lai
Projected least-squares algorithms for constrained FIR filter design. IEEE Trans. Circuits Syst. I Regul. Pap. (11) (2005)
Bing Wang, Xiaoping Lai, Lifeng Xi
Single-Machine Partial Rescheduling with Bi-criterion Based on Genetic Algorithm. ICIC (1) (2005)
Xiaoping Lai
Constrained Chebyshev design of FIR filters. IEEE Trans. Circuits Syst. II Express Briefs (3) (2004)