Licheng Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 55

Top Topics

Face Hallucination

Sparse Representation

Top Venues

IEEE Trans. Cybern.

Comput. Electron. Agric.

Publications

Qi Yang, Licheng Liu, Junxiong Zhou, Mary Rogers, Zhenong Jin
Predicting the growth trajectory and yield of greenhouse strawberries based on knowledge-guided computer vision. Comput. Electron. Agric. 220 (2024)
Hongli Xiao, Bingshu Wang, Jiangbin Zheng, Licheng Liu, C. L. Philip Chen
A Fine-Grained Detector of Face Mask Wearing Status Based on Improved YOLOX. IEEE Trans. Artif. Intell. 5 (4) (2024)
Licheng Liu, Tao Liu, Wei Zhou, Yaonan Wang, Min Liu
MAPANet: A Multi-Scale Attention-Guided Progressive Aggregation Network for Multi-Contrast MRI Super-Resolution. IEEE Trans. Computational Imaging 10 (2024)
Ting Xie, Xudong Kang, Renwei Dian, Tonghan Wang, Licheng Liu
Multishot Compressive Hyperspectral Imaging Based on Tensor Fibered Rank Minimization and Its Primal-Dual Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia
Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. SDM (2024)
Bin Yang, Yin Mao, Licheng Liu, Xinxin Liu, Yuzhong Ma, Jing Li
From Trained to Untrained: A Novel Change Detection Framework Using Randomly Initialized Models With Spatial-Channel Augmentation for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. AAAI (2023)
Shiyuan Luo, Juntong Ni, Shengyu Chen, Runlong Yu, Yiqun Xie, Licheng Liu, Zhenong Jin, Huaxiu Yao, Xiaowei Jia
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems. CoRR (2023)
Licheng Liu, Luyang Cai, Ting Xie, Yaonan Wang
Self-Paced Broad Learning System. IEEE Trans. Cybern. 53 (6) (2023)
Licheng Liu, C. L. Philip Chen, Yaonan Wang
Modal Regression-Based Graph Representation for Noise Robust Face Hallucination. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Somya Sharma, Swati Sharma, Licheng Liu, Rishabh Tushir, Andy Neal, Robert Ness, John Crawford, Emre Kiciman, Ranveer Chandra
Knowledge Guided Representation Learning and Causal Structure Learning in Soil Science. CoRR (2023)
Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia
Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction. AAAI (2023)
Tianjun Li, Yingxu Wang, Licheng Liu, Long Chen, C. L. Philip Chen
Subspace-based minority oversampling for imbalance classification. Inf. Sci. 621 (2023)
Hongyu Mou, Licheng Liu, Yiqing Xu
(panelview). J. Stat. Softw. 107 (7) (2023)
Junhui Ge, Licheng Liu, Junxi Sun, Hong Zhao, Langming Zhou, Tianle Cheng, Changyan Xiao
Automatic recognition of hot spray marking dot-matrix characters for steel-slab industry. J. Intell. Manuf. 34 (2) (2023)
Ting Xie, Licheng Liu, Lina Zhuang
Plug-and-Play Priors for Multi-Shot Compressive Hyperspectral Imaging. IEEE Trans. Image Process. 32 (2023)
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications. SDM (2023)
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
Binary Representation via Jointly Personalized Sparse Hashing. ACM Trans. Multim. Comput. Commun. Appl. 18 (3s) (2022)
Xiaoqin Wang, Chen Chen, Rushi Lan, Licheng Liu, Zhenbing Liu, Huiyu Zhou, Xiaonan Luo
Binary Representation via Jointly Personalized Sparse Hashing. CoRR (2022)
Licheng Liu, C. L. Philip Chen, Shutao Li
Hallucinating Color Face Image by Learning Graph Representation in Quaternion Space. IEEE Trans. Cybern. 52 (1) (2022)
Licheng Liu, Xiaoqin Tang, C. L. Philip Chen, Luyang Cai, Rushi Lan
Superpixel-guided locality quaternion representation for color face hallucination. Inf. Sci. 609 (2022)
Licheng Liu, Luyang Cai, Tingyun Liu, C. L. Philip Chen, Xiaoqin Tang
Cauchy regularized broad learning system for noisy data regression. Inf. Sci. 603 (2022)
Lexin Li, Licheng Liu, Zeyao Gu, Zhongxiao Sun, Qian Zhang
Examining the relationships between carbon emissions and land supply in China. Ecol. Informatics 70 (2022)
Licheng Liu, Qiying Feng, C. L. Philip Chen, Yaonan Wang
Noise Robust Face Hallucination Based on Smooth Correntropy Representation. IEEE Trans. Neural Networks Learn. Syst. 33 (10) (2022)
Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia
Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. CoRR (2022)
Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar
Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications. CoRR (2022)
Bingshu Wang, Licheng Liu, C. L. Philip Chen
Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era. SMC (2021)
Licheng Liu, Rushi Lan, Yaonan Wang
Discriminative Face Hallucination via Locality-Constrained and Category Embedding Representation. IEEE Trans. Syst. Man Cybern. Syst. 51 (12) (2021)
Zhifei Lin, Feng Wang, Licheng Liu
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals. CoRR (2021)
Zhifei Lin, Feng Wang, Licheng Liu
Computation Rate Maximization for Multiuser Mobile Edge Computing Systems With Dynamic Energy Arrivals. ICCC (2021)
Long Sun, Zhenbing Liu, Xiyan Sun, Licheng Liu, Rushi Lan, Xiaonan Luo
Lightweight Image Super-Resolution via Weighted Multi-Scale Residual Network. IEEE CAA J. Autom. Sinica 8 (7) (2021)
Licheng Liu, Han Liu, Shutao Li, C. L. Philip Chen
Face hallucination via multiple feature learning with hierarchical structure. Inf. Sci. 512 (2020)
Na Li, Licheng Liu, Shutao Li, Hui Lin
Robust face hallucination via locality-constrained multiscale coding. Inf. Sci. 512 (2020)
Daoliang Li, Cheng Li, Yuan Yao, Mengdi Li, Licheng Liu
Modern imaging techniques in plant nutrition analysis: A review. Comput. Electron. Agric. 174 (2020)
Na Li, Licheng Liu
Robust Hyperspectral Image Pan-Sharpening via Channel-Constrained Spatial Spectral Network. PRCV (2) (2019)
Han Liu, Licheng Liu, Shutao Li
Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation. ICIP (2019)
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
Tensor Completion via Nonlocal Low-Rank Regularization. IEEE Trans. Cybern. 49 (6) (2019)
Licheng Liu, C. L. Philip Chen, Shutao Li
Learning Quaternion Graph for Color Face Image Super-Resolution. ICIP (2019)
Licheng Liu, Shutao Li, C. L. Philip Chen
Iterative Relaxed Collaborative Representation With Adaptive Weights Learning for Noise Robust Face Hallucination. IEEE Trans. Circuits Syst. Video Technol. 29 (5) (2019)
Geng Deng, Licheng Liu, Jie Zuo
Scoring framework of soccer matches using possession trajectory data. ACM TUR-C (2019)
Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu
Gearbox Fault Diagnosis Based on Selective Integrated Soft Competitive Learning Fuzzy Adaptive Resonance Theory. J. Comput. Inf. Sci. Eng. 19 (1) (2019)
Qi Wang, Zhangyan Zhao, Enshun Lu, Yang Liu, Licheng Liu
A robust and accurate camera pose determination method based on geometric optimization search using Internet of Things. Int. J. Distributed Sens. Networks 15 (6) (2019)
Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu
A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration. IGARSS (2018)
Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby
Updating the Silent Speech Challenge benchmark with deep learning. Speech Commun. 98 (2018)
Licheng Liu, C. L. Philip Chen, Xinge You, Yuan Yan Tang, Yushu Zhang, Shutao Li
Mixed Noise Removal via Robust Constrained Sparse Representation. IEEE Trans. Circuits Syst. Video Technol. 28 (9) (2018)
Licheng Liu, Shutao Li, C. L. Philip Chen
Quaternion Locality-Constrained Coding for Color Face Hallucination. IEEE Trans. Cybern. 48 (5) (2018)
Xiao-Jin Wan, Licheng Liu, Zengbing Xu, Zhigang Xu, Qinglei Li, Fengxiang Xu
Fault diagnosis of rolling bearing based on optimized soft competitive learning Fuzzy ART and similarity evaluation technique. Adv. Eng. Informatics 38 (2018)
Licheng Liu, C. L. Philip Chen, Shutao Li, Yuan Yan Tang, Long Chen
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation. IEEE Trans. Cybern. 48 (4) (2018)
Licheng Liu, Shutao Li
Face Image Super-Resolution via K-NN Regularized Collaborative Representation with Importance Reweighting. ICPR (2018)
Licheng Liu, Long Chen, C. L. Philip Chen, Yuan Yan Tang, Chi-Man Pun
Weighted Joint Sparse Representation for Removing Mixed Noise in Image. IEEE Trans. Cybern. 47 (3) (2017)
Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu, Bruce Denby
Updating the silent speech challenge benchmark with deep learning. CoRR (2017)
Yushu Zhang, Leo Yu Zhang, Jiantao Zhou, Licheng Liu, Fei Chen, Xing He
A Review of Compressive Sensing in Information Security Field. IEEE Access 4 (2016)
Licheng Liu, Yan Ji, Hongcui Wang, Bruce Denby
Comparison of DCT and autoencoder-based features for DNN-HMM multimodal silent speech recognition. ISCSLP (2016)
Filbert H. Juwono, Regina Reine, Licheng Liu, Jing Liu, Defeng David Huang
Performance of impulsive noise blanking in precoded OFDM-based PLC systems. ICCS (2016)
Long Chen, Licheng Liu, C. L. Philip Chen
A robust bi-sparsity model with non-local regularization for mixed noise reduction. Inf. Sci. 354 (2016)
Chun Lung Philip Chen, Licheng Liu, Long Chen, Yuan Yan Tang, Yicong Zhou
Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal. IEEE Trans. Image Process. 24 (11) (2015)
Yicong Zhou, Weijia Cao, Licheng Liu, Sos S. Agaian, C. L. Philip Chen
Fast Fourier transform using matrix decomposition. Inf. Sci. 291 (2015)
Yu Chen, Jin Zhang, Yanting Chen, Yu Chen, Licheng Liu, Jianguo Wei, Jianwu Dang
An articulatory analysis of apical syllables in Standard Chinese. O-COCOSDA/CASLRE (2015)
Licheng Liu, C. L. Philip Chen, Yicong Zhou, Xinge You
A new weighted mean filter with a two-phase detector for removing impulse noise. Inf. Sci. 315 (2015)
Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang
Impulse noise removal using sparse representation with fuzzy weights. SMC (2014)