Sheng Li

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 31

Top Topics

Alternating Optimization

Image Classification

Prior Information

Sparse Representation

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

IEEE Trans. Multim.

Publications

Sheng Li, Xiaoheng Tang, Bo Cao, Yuyang Peng, Xiongxiong He, Shufang Ye, Fei Dai
Boundary guided network with two-stage transfer learning for gastrointestinal polyps segmentation. Expert Syst. Appl. 240 (2024)
Junyi Guan, Sheng Li, Jinhui Zhu, Xiongxiong He, Jiajia Chen
Fast main density peak clustering within relevant regions via a robust decision graph. Pattern Recognit. 152 (2024)
Junyi Guan, Sheng Li, Xiaojun Chen, Xiongxiong He, Jiajia Chen
DEMOS: Clustering by Pruning a Density-Boosting Cluster Tree of Density Mounts. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Sheng Li, Beibei Zhu, Xinran Guo, Shufang Ye, Jietong Ye, Yongwei Zhuang, Xiongxiong He
Multi-scale high and low feature fusion attention network for intestinal image classification. Signal Image Video Process. 17 (6) (2023)
Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen, Peng Si
SMMP: A Stable-Membership-Based Auto-Tuning Multi-Peak Clustering Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Sheng Li, Shuling Shi, Zhenbang Fan, Xiongxiong He, Ni Zhang
Deep information-guided feature refinement network for colorectal gland segmentation. Int. J. Comput. Assist. Radiol. Surg. 18 (12) (2023)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
Clustering by fast detection of main density peaks within a peak digraph. Inf. Sci. 628 (2023)
Sheng Li, Xueting Kong, Cheng Lu, Jinhui Zhu, Xiongxiong He, Ruibiao Fu
GCA-Net: global context attention network for intestinal wall vascular segmentation. Int. J. Comput. Assist. Radiol. Surg. 17 (3) (2022)
Qianru Jiang, Sheng Li, Liping Chang, Xiongxiong He, Rodrigo C. de Lamare
Exploiting prior knowledge in compressed sensing to design robust systems for endoscopy image recovery. J. Frankl. Inst. 359 (6) (2022)
Huang Bai, Chuanrong Hong, Sheng Li, Yimin D. Zhang, Xiumei Li
Unit-norm tight frame-based sparse representation with application to speech inpainting. Digit. Signal Process. 123 (2022)
Sheng Li, Jiafeng Yao, Jing Cao, Xueting Kong, Jinhui Zhu
Effective high-to-low-level feature aggregation network for endoscopic image classification. Int. J. Comput. Assist. Radiol. Surg. 17 (7) (2022)
Sheng Li, Jing Cao, Jiafeng Yao, Jinhui Zhu, Xiongxiong He, Qianru Jiang
Adaptive aggregation with self-attention network for gastrointestinal image classification. IET Image Process. 16 (9) (2022)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
Peak-Graph-Based Fast Density Peak Clustering for Image Segmentation. IEEE Signal Process. Lett. 28 (2021)
Junyi Guan, Sheng Li, Xiongxiong He, Jiajia Chen
A novel clustering algorithm by adaptively merging sub-clusters based on the Normal-neighbor and Merging force. Pattern Anal. Appl. 24 (3) (2021)
Junyi Guan, Sheng Li, Xiongxiong He, Jinhui Zhu, Jiajia Chen
Fast hierarchical clustering of local density peaks via an association degree transfer method. Neurocomputing 455 (2021)
Qianru Jiang, Sheng Li, Zhihui Zhu, Huang Bai, Xiongxiong He, Rodrigo C. de Lamare
Design of Compressed Sensing System With Probability-Based Prior Information. IEEE Trans. Multim. 22 (3) (2020)
Jianjun Yang, Liping Chang, Sheng Li, Xiongxiong He, Tingwei Zhu
WCE polyp detection based on novel feature descriptor with normalized variance locality-constrained linear coding. Int. J. Comput. Assist. Radiol. Surg. 15 (8) (2020)
Qianru Jiang, Sheng Li, Zhihui Zhu, Huang Bai, Xiongxiong He, Rodrigo C. de Lamare
Compressed Sensing with Probability-based Prior Information. CoRR (2019)
Liping Chang, Jianjun Yang, Sheng Li, Hong Xu, Kai Liu, Chaogeng Huang
Face Recognition Based on Stacked Convolutional Autoencoder and Sparse Representation. DSL (2018)
Jiajun Ding, Donghai Bao, Qingpei Wang, Xiongxiong He, Huang Bai, Sheng Li
A novel multi-dictionary framework with global sensing matrix design for compressed sensing. Signal Process. 152 (2018)
Qianru Jiang, Rodrigo C. de Lamare, Yuriy V. Zakharov, Sheng Li, Xiongxiong He
Knowledge-Aided Normalized Iterative Hard Thresholding Algorithms for Sparse Recovery. EUSIPCO (2018)
Cheng Cheng, Donghai Bao, Qianru Jiang, Huang Bai, Sheng Li, Liping Chang, Xiongxiong He
Gastroscopy Image Compression with Dictionary Selection and 1-bit Sensing Matrix. DSL (2018)
Qianru Jiang, Rodrigo C. de Lamare, Yuriy V. Zakharov, Sheng Li, Xiongxiong He
Joint Sensing Matrix Design And Recovery Based On Normalized Iterative Hard Thesholding for Sparse Systems. SSP (2018)
Qianru Jiang, Sheng Li, Huang Bai, Rodrigo C. de Lamare, Xiongxiong He
Gradient-based algorithm for designing sensing matrix considering real mutual coherence for compressed sensing systems. IET Signal Process. 11 (4) (2017)
Donghai Bao, Qingpei Wang, Jiajun Ding, Sheng Li, Xiongxiong He
Image sparse representation based on ensemble learning in compressed sensing. ICSPCC (2017)
Qianru Jiang, Rodrigo C. de Lamare, Sheng Li, Huang Bai
Joint sensing matrix and sparsifying dictionary optimization applied in real image for compressed sensing. DSP (2017)
Donghai Bao, Fang Yang, Yinping Wang, Qianru Jiang, Huang Bai, Sheng Li
Semi-tensor CS for distributed channel estimation in WSNs. SPAWC (2017)
Qingpei Wang, Donghai Bao, Huang Bai, Liping Chang, Sheng Li, Hong Xu
Image inpainting based on an improved K-SVD counterpart algorithm. ICSPCC (2017)
Huang Bai, Sheng Li, Xiongxiong He
Sensing Matrix Optimization Based on Equiangular Tight Frames With Consideration of Sparse Representation Error. IEEE Trans. Multim. 18 (10) (2016)
Huang Bai, Songcen Xu, Sheng Li, Rodrigo C. de Lamare, Xiongxiong He, H. Vincent Poor
Adaptive distributed compressed estimation based on recursive least squares with sensing matrix design. ICASSP (2016)
Tao Hong, Huang Bai, Sheng Li, Zhihui Zhu
An efficient algorithm for designing projection matrix in compressive sensing based on alternating optimization. Signal Process. 125 (2016)
Xiao Li, Gang Li, Xiongxiong He, Sheng Li, Huang Bai
A novel approach to sensing matrix optimization. DSP (2015)
Gang Li, Xiao Li, Sheng Li, Huang Bai, Qianru Jiang, Xiongxiong He
Designing Robust Sensing Matrix for Image Compression. IEEE Trans. Image Process. 24 (12) (2015)
Huang Bai, Xiao Li, Qianru Jiang, Sheng Li
On optimal sparsifying dictionary design with application to image inpainting. DSP (2015)
Huang Bai, Gang Li, Sheng Li, Qiuwei Li, Qianru Jiang, Liping Chang
Alternating Optimization of Sensing Matrix and Sparsifying Dictionary for Compressed Sensing. IEEE Trans. Signal Process. 63 (6) (2015)
Qianru Jiang, Zeru Lu, Sheng Li, Gang Li, Huang Bai, Tao Hong
A new framework based on sparse representation applied to monitor video. DSP (2015)
Yao Cheng, Sheng Li, Jianshu Zhang, Florian Roemer, Bin Song, Martin Haardt, Yuan Zhou, Mingjie Dong
An Efficient Transmission Strategy for the Multicarrier Multiuser MIMO Downlink. IEEE Trans. Veh. Technol. 63 (2) (2014)
Sheng Li, Rodrigo C. de Lamare
Linear Reduced-Rank Interference Suppression for DS-UWB Systems Using Switched Approximations of Adaptive Basis Functions CoRR (2013)
Sheng Li, Rodrigo C. de Lamare, Martin Haardt
Adaptive Frequency-Domain Group-Based Shrinkage Estimators for UWB Systems. IEEE Trans. Veh. Technol. 62 (8) (2013)
Sheng Li, Rodrigo C. de Lamare
Blind Adaptive Reduced-Rank Detectors for DS-UWB Systems Based on Joint Iterative Optimization and the Constrained Constant Modulus Criterion. CoRR (2013)
Rodrigo C. de Lamare, Sheng Li
Joint Iterative Power Adjustment and Interference Suppression Algorithms for Cooperative DS-CDMA Networks CoRR (2013)
Huang Bai, Zhihui Zhu, Gang Li, Sheng Li
Design of Optimal Measurement Matrix for Compressive Detection. ISWCS (2013)
Rui Wang, Sheng Li, Xiongxiong He, Duan Zhang, Gang Li
Novel Direction-Adaptive Based Reduced-Rank Beamforming Algorithm. ISWCS (2013)
Sheng Li, Rodrigo C. de Lamare
Adaptive Frequency Domain Detectors for SC-FDE in Multiuser DS-UWB Systems with Structured Channel Estimation and Direct Adaptation. CoRR (2013)
Sheng Li, Rui Wang, Xiongxiong He, Gang Li, Duan Zhang
Multiple Shrinkage Factors (MSF) Based MC MU-MIMO Channel Estimation algorithm. ISWCS (2013)
Sheng Li, Rodrigo C. de Lamare, Martin Haardt
Frequency-Domain Group-based Shrinkage Estimators for UWB Systems CoRR (2013)
Sheng Li, Yao Cheng, Jianshu Zhang, Florian Roemer, Bin Song, Martin Haardt, Yuan Zhou, Mingjie Dong
Efficient spatial scheduling and precoding algorithms for MC MU MIMO systems. ISWCS (2012)
Yao Cheng, Sheng Li, Jianshu Zhang, Florian Roemer, Martin Haardt, Yuan Zhou, Mingjie Dong
Linear precoding-based geometric mean decomposition (LP-GMD) for multi-user MIMO systems. ISWCS (2012)
Sheng Li, Rodrigo C. de Lamare, Martin Haardt
Linear Interference Suppression in the Frequency Domain for DS-UWB Systems Using Biased RLS Estimation with Adaptive Shrinkage Factors. EW (2011)
Sheng Li, Rodrigo C. de Lamare
Blind Reduced-Rank Receiver with Column Adaptation for DS-UWB Systems Based on Joint Iterative Optimization and CCM Criterion. VTC Spring (2011)
Sheng Li, Rodrigo C. de Lamare
Blind Reduced-Rank Adaptive Receivers for DS-UWB Systems Based on Joint Iterative Optimization and the Constrained Constant Modulus Criterion. IEEE Trans. Veh. Technol. 60 (6) (2011)
Sheng Li, Rodrigo C. de Lamare, Martin Haardt
Adaptive frequency-domain biased estimation algorithms with automatic adjustment of shrinkage factors. ICASSP (2011)
Sheng Li, Rodrigo C. de Lamare, Rui Fa
Reduced-Rank Linear Interference Suppression for DS-UWB Systems Based on Switched Approximations of Adaptive Basis Functions. IEEE Trans. Veh. Technol. 60 (2) (2011)
Sheng Li, Rodrigo C. de Lamare
Adaptive Detector for SC-FDE in Multiuser DS-UWB Systems Based on Structured Channel Estimation with Conjugate Gradient Algorithm. VTC Spring (2010)
Sheng Li, Rodrigo C. de Lamare
Blind joint iterative optimization reduced-rank adaptive receiver for DS-UWB systems based on constrained constant modulus criterion. ISWCS (2010)
Sheng Li, Rodrigo C. de Lamare
Low-Complexity Reduced-Rank Interference Mitigation Algorithms for DS-UWB Systems. VTC Spring (2010)
Sheng Li, Rodrigo C. de Lamare
Frequency-domain adaptive detectors for single-carrier frequency-domain equalisation in multiuser direct-sequence ultra-wideband systems based on structured channel estimation and direct adaptation. IET Commun. 4 (13) (2010)
Rodrigo C. de Lamare, Sheng Li
Joint Iterative Power Allocation and Interference Suppression Algorithms for Cooperative DS-CDMA Networks. VTC Spring (2010)
Sheng Li, Rodrigo C. de Lamare
Adaptive linear interference suppression based on block conjugate gradient method in frequency domain for DS-UWB systems. ISWCS (2009)
Sheng Li, Rodrigo C. de Lamare, Danilo Zanatta-Filho
Adaptive reduced-rank interference suppression for DS-UWB systems based on switched approximation of basis functions. ACSCC (2008)