Zhunga Liu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 69

Top Topics

Target Recognition

Imbalanced Data

Label Propagation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Jiawei Niu, Zuowei Zhang, Zhunga Liu
Class Activation Maps-based Feature Augmentation for long-tailed classification. Expert Syst. Appl. 249 (2024)
Hongpeng Tian, Zuowei Zhang, Zhunga Liu, Jingwei Zuo
Multi-oversampling with Evidence Fusion for Imbalanced Data Classification. BELIEF (2024)
Jiaxiang Liu, Zhunga Liu, Zuowei Zhang, Longfei Wang, Meiqin Liu
A New Causal Inference Framework for SAR Target Recognition. IEEE Trans. Artif. Intell. 5 (8) (2024)
Yimin Fu, Zhunga Liu, Changyuan Wu, Feiyan Wu, Meiqin Liu
Class-Incremental Recognition of Objects in Remote Sensing Images With Dynamic Hybrid Exemplar Selection. IEEE Trans. Aerosp. Electron. Syst. 60 (3) (2024)
Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan
Maximum Correntropy Two-Filter Smoothing for Nonlinear Systems With Non-Gaussian Noises. IEEE Trans. Syst. Man Cybern. Syst. 54 (6) (2024)
Longfei Wang, Yanbo Yang, Zhunga Liu
Multiresolution SAR Target Recognition Based on Physical Attention Enhancement and Scale Distillation. IEEE Trans. Aerosp. Electron. Syst. 60 (3) (2024)
Chengyi Zhou, Meiqin Liu, Senlin Zhang, Ronghao Zheng, Shanling Dong, Zhunga Liu
Asynchronous Localization for Underwater Acoustic Sensor Networks: A Continuous Control Deep Reinforcement Learning Approach. IEEE Internet Things J. 11 (6) (2024)
Chuanqi Liu, Zuowei Zhang, Zechao Liu, Liangbo Ning, Zhunga Liu
Imprecise Deep Networks for Uncertain Image Classification. BELIEF (2024)
Yimin Fu, Zhunga Liu, Zicheng Wang
Logit prototype learning with active multimodal representation for robust open-set recognition. Sci. China Inf. Sci. 67 (6) (2024)
Kun Li, Zhunga Liu, Zuowei Zhang
Selective Alignment Transformer for Partial-Set Remote Sensing Image Cross-Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yiwei Tian, Meiqin Liu, Senlin Zhang, Ronghao Zheng, Shanling Dong, Zhunga Liu
Underwater Target Tracking Based on the Feature-Aided GM-PHD Method. IEEE Trans. Instrum. Meas. 73 (2024)
Zuowei Zhang, Zhunga Liu, Hong-peng Tian, Arnaud Martin
Mixed-Type Imputation for Missing Data Credal Classification via Quality Matrices. IEEE Trans. Syst. Man Cybern. Syst. 54 (8) (2024)
Shuyue Wang, Yanbo Yang, Zhunga Liu, Quan Pan
Target recognition with fusion of visible and infrared images based on mutual learning. Soft Comput. 27 (12) (2023)
Yimin Fu, Zhunga Liu, Zuowei Zhang
Progressive Learning Vision Transformer for Open Set Recognition of Fine-Grained Objects in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Li-Hong Huang, Zhunga Liu, Jean Dezert
Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory. IEEE Trans. Cybern. 53 (2) (2023)
Huandong Li, Zhunga Liu, Yanyi Lyu, Feiyan Wu
Multimodal Image Registration for GPS-denied UAV Navigation Based on Disentangled Representations. ICRA (2023)
Tiancheng Li, Zheng Hu, Zhunga Liu, Xiaoxu Wang
Multisensor Suboptimal Fusion Student's $t$ Filter. IEEE Trans. Aerosp. Electron. Syst. 59 (3) (2023)
Tiancheng Li, Yue Xin, Zhunga Liu, Kai Da
Best fit of mixture for multi-sensor poisson multi-Bernoulli mixture filtering. Signal Process. 202 (2023)
Zhunga Liu, Frédéric Pichon, Xiaodong Yue
Special issue from the 6th International Conference on Belief Functions (BELIEF 2021). Int. J. Approx. Reason. 152 (2023)
Yanyi Lyu, Zhunga Liu, Huandong Li, Dongxiu Guo, Yimin Fu
A Real-time and Lightweight Method for Tiny Airborne Object Detection. CVPR Workshops (2023)
Zaidao Wen, Jiaxiang Liu, Zhunga Liu, Sijian Li, Quan Pan
Contrastive Feature Disentangling for Partial Aspect Angles SAR Noncooperative Target Recognition. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan
Novel pseudo-linear Kalman filtering for 3D angle-only tracking in the presence of observer's location errors. Autom. 155 (2023)
Wenyi Tan, Yang Li, Chenxing Zhao, Zhunga Liu, Quan Pan
DOEPatch: Dynamically Optimized Ensemble Model for Adversarial Patches Generation. CoRR (2023)
Yanbo Yang, Zhunga Liu, Yuemei Qin, Quan Pan, Qianqian Zhou
Maximum Correntropy Two-Filter Smoothing. FUSION (2023)
Zhunga Liu, Feiyan Wu, Zaidao Wen, Zuowei Zhang
View-Semantic Transformer With Enhancing Diversity for Sparse-View SAR Target Recognition. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhunga Liu, Zuowei Zhang, Quan Pan, Liang-Bo Ning
Unsupervised Change Detection From Heterogeneous Data Based on Image Translation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hong-peng Tian, Zuo-wei Zhang, Arnaud Martin, Zhunga Liu
Reliability-Based Imbalanced Data Classification with Dempster-Shafer Theory. BELIEF (2022)
Jiawei Niu, Zhunga Liu, Yao Lu, Zaidao Wen
Evidential Combination of Classifiers for Imbalanced Data. IEEE Trans. Syst. Man Cybern. Syst. 52 (12) (2022)
Zhunga Liu, Zhao Chen, Lin Li
Corrections to "An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection". IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhunga Liu, Guanghui Qiu, Shu-Yue Wang, Tiancheng Li, Quan Pan
A New Belief-Based Bidirectional Transfer Classification Method. IEEE Trans. Cybern. 52 (8) (2022)
Tiancheng Li, Zheng Hu, Zhunga Liu, Xiaoxu Wang
Multi-sensor Suboptimal Fusion Student's t Filter. CoRR (2022)
Yimin Fu, Zhunga Liu, Yanbo Yang, Linfeng Xu, Hua Lan
Adaptive Open Set Recognition with Multi-modal Joint Metric Learning. PRCV (1) (2022)
Shuyue Wang, Zhunga Liu, Zuowei Zhang, Yang Li
Heterogeneous Image Fusion for Target Recognition Based on Evidence Reasoning. BELIEF (2022)
Zhunga Liu, Longfei Wang, Zaidao Wen, Kun Li, Quan Pan
Multilevel Scattering Center and Deep Feature Fusion Learning Framework for SAR Target Recognition. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhunga Liu, Zhao Chen, Lin Li
An Automatic High Confidence Sets Selection Strategy for SAR Images Change Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zaidao Wen, Jiaxiang Liu, Zhunga Liu, Quan Pan
Pose Discrepancy Spatial Transformer Based Feature Disentangling for Partial Aspect Angles SAR Target Recognition. CoRR (2021)
Zuowei Zhang, Zhunga Liu, Kuang Zhou, Arnaud Martin, Yiru Zhang
Credal Clustering for Imbalanced Data. BELIEF (2021)
Zhunga Liu, Xuxia Zhang, Jiawei Niu, Jean Dezert
Combination of Classifiers With Different Frames of Discernment Based on Belief Functions. IEEE Trans. Fuzzy Syst. 29 (7) (2021)
Zuowei Zhang, Arnaud Martin, Zhunga Liu, Kuang Zhou, Yiru Zhang
Fast Unfolding of Credal Partitions in Evidential Clustering. BELIEF (2021)
Zaidao Wen, Zhunga Liu, Shuai Zhang, Quan Pan
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition With Limited Training Samples. IEEE Trans. Image Process. 30 (2021)
Zhunga Liu, Linqing Huang, Kuang Zhou, Thierry Denoeux
Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning. IEEE Trans. Neural Networks Learn. Syst. 32 (5) (2021)
Jiawei Niu, Zhunga Liu
Imbalance Data Classification Based on Belief Function Theory. BELIEF (2021)
Lin Li, Lingchen Sun, Bin Feng, Rustam Stolkin, Zhunga Liu
An Automatic and Optimal MPA Design Method. IEEE Trans. Image Process. 30 (2021)
Linqing Huang, Zhunga Liu, Quan Pan, Jean Dezert
Evidential combination of augmented multi-source of information based on domain adaptation. Sci. China Inf. Sci. 63 (11) (2020)
Shuai Zhang, Zaidao Wen, Zhunga Liu, Quan Pan
Rotation Awareness Based Self-Supervised Learning for SAR Target Recognition. IGARSS (2019)
Tiancheng Li, Zhunga Liu, Quan Pan
Distributed Bernoulli Filtering for Target Detection and Tracking Based on Arithmetic Average Fusion. IEEE Signal Process. Lett. 26 (12) (2019)
Zhunga Liu, Guanghui Qiu, Grégoire Mercier, Quan Pan
Pattern Classification in Heterogeneous Domains Based on Evidence Theory (Poster). FUSION (2019)
Zaidao Wen, Qian Wu, Zhunga Liu, Quan Pan
Polar-Spatial Feature Fusion Learning With Variational Generative-Discriminative Network for PolSAR Classification. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Lin Li, Yongqiang Zhao, Jinjun Sun, Rustam Stolkin, Quan Pan, Jonathan Cheung-Wai Chan, Seong G. Kong, Zhunga Liu
Deformable Dictionary Learning for SAR Image Change Detection. IEEE Trans. Geosci. Remote. Sens. 56 (8) (2018)
Zhunga Liu, Linqing Huang, Quan Pan, Kuang Zhou, Rui Liu
Uncertain Pattern Classification Based on Evidence Fusion in Different Domains. FUSION (2018)
Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin
Combination of Classifiers With Optimal Weight Based on Evidential Reasoning. IEEE Trans. Fuzzy Syst. 26 (3) (2018)
Chan Huang, Xinyang Deng, Wen Jiang, Zhunga Liu
A New Method for OWA Aggregation of Interval Values in Multi-Criteria Decision Making. FUSION (2018)
Zhunga Liu, Quan Pan, Jean Dezert, Junwei Han, You He
Classifier Fusion With Contextual Reliability Evaluation. IEEE Trans. Cybern. 48 (5) (2018)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
SELP: Semi-supervised evidential label propagation algorithm for graph data clustering. Int. J. Approx. Reason. 92 (2018)
Zhunga Liu, Gang Li, Grégoire Mercier, You He, Quan Pan
Change Detection in Heterogenous Remote Sensing Images via Homogeneous Pixel Transformation. IEEE Trans. Image Process. 27 (4) (2018)
Zhunga Liu, Yongchao Liu, Kuang Zhou, You He
Pattern classification based on the combination of the selected sources of evidence. FUSION (2017)
Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin
Adaptive imputation of missing values for incomplete pattern classification. Pattern Recognit. 52 (2016)
Liang Yu, Yongmei Cheng, Ke-zhe Chen, Jian-xin Liu, Zhunga Liu
An Underwater Target Recognition Method Based on Tracking, Trajectory, and Optimum Seeking Data Joint. DCAI (2016)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
ECMdd: Evidential c-medoids clustering with multiple prototypes. CoRR (2016)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
Evidential Label Propagation Algorithm for Graphs. FUSION (2016)
Zhunga Liu, Quan Pan, Jean Dezert
Classifier fusion based on cautious discounting of beliefs. FUSION (2016)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
Median evidential c-means algorithm and its application to community detection. CoRR (2015)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
Evidential relational clustering using medoids. CoRR (2015)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
Evidential relational clustering using medoids. FUSION (2015)
Zhunga Liu, Yong Liu, Jean Dezert, Quan Pan
Classification of incomplete data based on belief functions and K-nearest neighbors. Knowl. Based Syst. 89 (2015)
Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert
A New Incomplete Pattern Classification Method Based on Evidential Reasoning. IEEE Trans. Cybern. 45 (4) (2015)
Zhunga Liu, Quan Pan, Jean Dezert, Arnaud Martin, Grégoire Mercier
Classification of incomplete patterns based on the fusion of belief functions. FUSION (2015)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Credal c-means clustering method based on belief functions. Knowl. Based Syst. 74 (2015)
Kuang Zhou, Arnaud Martin, Quan Pan, Zhunga Liu
Median evidential c-means algorithm and its application to community detection. Knowl. Based Syst. 74 (2015)
Zhunga Liu, Quan Pan, Jean Dezert
A belief classification rule for imprecise data. Appl. Intell. 40 (2) (2014)
Zhunga Liu, Grégoire Mercier, Jean Dezert, Quan Pan
Change Detection in Heterogeneous Remote Sensing Images Based on Multidimensional Evidential Reasoning. IEEE Geosci. Remote. Sens. Lett. 11 (1) (2014)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier
Credal classification rule for uncertain data based on belief functions. Pattern Recognit. 47 (7) (2014)
Zhunga Liu, Quan Pan, Jean Dezert, Grégoire Mercier, Yong Liu
Fuzzy-belief K-nearest neighbor classifier for uncertain data. FUSION (2014)
Zhunga Liu, Quan Pan, Jean Dezert
Classification of uncertain and imprecise data based on evidence theory. Neurocomputing 133 (2014)
Liang Yu, Yongmei Cheng, Lin Song, Zhunga Liu, Ke-zhe Chen
Underwater acoustic multi-target recognition algorithm based on hierarchical information fusion structure. FUSION (2014)
Zhunga Liu, Quan Pan, Grégoire Mercier, Jean Dezert
Pattern classification with missing data using belief functions. FUSION (2014)
Zhunga Liu, Quan Pan, Jean Dezert
A new belief-based K-nearest neighbor classification method. Pattern Recognit. 46 (3) (2013)
Zhunga Liu, Quan Pan, Jean Dezert
Evidential classifier for imprecise data based on belief functions. Knowl. Based Syst. 52 (2013)
Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet
Hierarchical Proportional Redistribution for bba Approximation. Belief Functions (2012)
Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet
Hierarchical DSmP transformation for decision-making under uncertainty. FUSION (2012)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan
Belief C-Means: An extension of Fuzzy C-Means algorithm in belief functions framework. Pattern Recognit. Lett. 33 (3) (2012)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan
Dynamic Evidential Reasoning for Change Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50 (5-2) (2012)
Zhunga Liu, Jean Dezert, Quan Pan, Yongmei Cheng
A new evidential c-means clustering method. FUSION (2012)
Jean Dezert, Zhunga Liu, Grégoire Mercier
Edge detection in color images based on DSmT. FUSION (2011)
Zhunga Liu, Jean Dezert, Grégoire Mercier, Quan Pan, Yongmei Cheng
Change detection from remote sensing images based on evidential reasoning. FUSION (2011)
Zhunga Liu, Jean Dezert, Quan Pan, Grégoire Mercier
Combination of sources of evidence with different discounting factors based on a new dissimilarity measure. Decis. Support Syst. 52 (1) (2011)
Zhuang Miao, Yongmei Cheng, Quan Pan, Jun Hou, Zhunga Liu
An Intelligent Fusion Method of Sequential Images Based on Improved DSmT for Target Recognition. CASoN (2010)