Xinling Liu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Compressed Sensing

Robust Principal Component Analysis

Total Variation

Top Venues

IEEE Signal Process. Lett.

Publications

Xinling Liu, Yi Dou, Jianjun Wang
Modified correlated total variation regularization for low-rank matrix recovery. Signal Image Video Process. 18 (10) (2024)
Jingyao Hou, Xinling Liu, Hailin Wang, Ke Guo
Tensor recovery from binary measurements fused low-rankness and smoothness. Signal Process. 221 (2024)
Jianwen Huang, Feng Zhang, Xinling Liu, Jinping Jia, Runke Wang
Signal recovery adapted to a dictionary from non-convex compressed sensing. Int. J. Comput. Sci. Math. 18 (3) (2023)
Yi Dou, Xinling Liu, Ming Zhou, Jianjun Wang
Robust principal component analysis via weighted nuclear norm with modified second-order total variation regularization. Vis. Comput. 39 (8) (2023)
Jingyao Hou, Xinling Liu
Semi-tensor product-based one-bit compressed sensing. EURASIP J. Adv. Signal Process. 2023 (1) (2023)
Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI (2023)
Xinling Liu, Jingyao Hou
Error Bounds for Approximations Using Multichannel Deep Convolutional Neural Networks with Downsampling. J. Appl. Math. 2023 (2023)
Lan Yang, Bin Zhang, Qingrong Feng, Xinling Liu, Jianjun Wang
Schatten Capped p Regularization for Robust Principle Component Analysis. CGI (4) (2023)
Jianwen Huang, Xinling Liu, Jinping Jia
The null space property of the weighted ℓr - ℓ1 minimization. Int. J. Wavelets Multiresolution Inf. Process. 21 (6) (2023)
Jingyao Hou, Xinling Liu
1-Bit Compressed Sensing via an L1-TV Regularization Method. IEEE Access 10 (2022)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinling Liu, Xiangyu Rui, Deyu Meng
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hailin Wang, Feng Zhang, Jianjun Wang, Tingwen Huang, Jianwen Huang, Xinling Liu
Generalized Nonconvex Approach for Low-Tubal-Rank Tensor Recovery. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Xinling Liu, Jingyao Hou, Jianjun Wang
Robust Low-Rank Matrix Recovery Fusing Local-Smoothness. IEEE Signal Process. Lett. 29 (2022)
Xinling Liu, Le Wang, Qilin Zhang, Nanning Zheng, Gang Hua
Joint Multi-object Detection and Segmentation from an Untrimmed Video. AIAI (1) (2020)
Jianwen Huang, Xinling Liu, Jingyao Hou, Jianjun Wang
The high-order block RIP for non-convex block-sparse compressed sensing. CoRR (2020)