Han Liu

51 papers Journal 40Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A self-explanatory deep learning-based soft sensor induced by a physical diffusion process and its application in an industrial process.
Eng. Appl. Artif. Intell.
Xiao Wang, Han Liu, Xiaomei Qi, Yong Zhang
2025 J jnl
A Multihierarchy Flow Field Prediction Network for Multimodal Remote Sensing Image Registration.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Wenqing Wang, Kunpeng Mu, Han Liu
2025 J jnl
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval.
CoRR
Shuo Tong, Han Liu, Runyuan Guo, Wenqing Wang, Xueqiong Tian, Lingyun Wei, Lin Zhang, Huayong Wu, Ding Liu, Youmin Zhang
2025 J jnl
A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model.
CoRR
Shuo Tong, Han Liu, Runyuan Guo, Xueqiong Tian, Wenqing Wang, Ding Liu, Youmin Zhang
2025 J jnl
Context-Aware Enhanced Virtual Try-On Network with fabric adaptive registration.
Vis. Comput.
Shuo Tong, Han Liu, Runyuan Guo, Wenqing Wang, Ding Liu
2025 J jnl
Dual Feature-Integration Network for Faster and More Pragmatic Few-Shot Strip Steel Surface Defect Classification.
IEEE Trans. Instrum. Meas.
He Zhang, Han Liu, Runyuan Guo, Chengyang Zheng, Qing Liu, Lili Liang, Wenlu Ma, Ding Liu, Youmin Zhang
2025 J jnl
Replacing complex transformer with simple attention to achieve hyperspectral and multispectral image fusion.
Eng. Appl. Artif. Intell.
Kunpeng Mu, Wenqing Wang, Mingze Gao, Han Liu
2024 J jnl
Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation.
Sensors
Runyuan Guo, Qingyuan Chen, Han Liu, Wenqing Wang
2024 J jnl
BiLSTM-TANet: an adaptive diverse scenes model with context embeddings for few-shot learning.
Appl. Intell.
He Zhang, Han Liu, Lili Liang, Wenlu Ma, Ding Liu
2024 J jnl
EMOST: A dual-branch hybrid network for medical image fusion via efficient model module and sparse transformer.
Comput. Biol. Medicine
Wenqing Wang, Ji He, Han Liu
2024 J jnl
Image restoration via joint low-rank and external nonlocal self-similarity prior.
Signal Process.
Wei Yuan, Han Liu, Lili Liang, Wenqing Wang, Ding Liu
2024 — conf
Knowledge-Aided Generative Adversarial Network: A Transfer Gradient-Less Adversarial Attack for Deep Learning-Based Soft Sensors.
ASCC
Runyuan Guo, Qingyuan Chen, Shuo Tong, Han Liu
2024 J jnl
MDC-RHT: Multi-Modal Medical Image Fusion via Multi-Dimensional Dynamic Convolution and Residual Hybrid Transformer.
Sensors
Wenqing Wang, Ji He, Han Liu, Wei Yuan
2024 J jnl
MDSCNN: Remote Sensing Image Spatial-Spectral Fusion Method via Multi-Scale Dual-Stream Convolutional Neural Network.
Remote. Sens.
Wenqing Wang, Fei Jia, Yifei Yang, Kunpeng Mu, Han Liu
2024 J jnl
ODNet: A High Real-Time Network Using Orthogonal Decomposition for Few-Shot Strip Steel Surface Defect Classification.
Sensors
He Zhang, Han Liu, Runyuan Guo, Lili Liang, Qing Liu, Wenlu Ma
2024 J jnl
Weakly Supervised Exaggeration Transfer for Caricature Generation With Cross-Modal Knowledge Distillation.
IEEE Computer Graphics and Applications
Shuo Tong, Han Liu, Yuxin He, Chenxiao Du, Wenqing Wang, Runyuan Guo, Jingyun Liu
2024 J jnl
When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense.
IEEE Trans. Ind. Informatics
Runyuan Guo, Han Liu, Ding Liu
2023 J jnl
A DNA image encryption based on a new hyperchaotic system.
Multim. Tools Appl.
Yuanyuan Hui, Han Liu, Pengfei Fang
2023 J jnl
A Self-Interpretable Soft Sensor Based on Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling.
IEEE Trans. Ind. Informatics
Runyuan Guo, Han Liu, Guo Xie, Youmin Zhang, Ding Liu
2023 J jnl
A survey of image encryption algorithms based on chaotic system.
Vis. Comput.
Pengfei Fang, Han Liu, Chengmao Wu, Min Liu
2023 — conf
Backstepping-based Anti-disturbance Flight Control for Attitude and Altitude Unmanned Helicopters with State Constraints.
ICPS
Yankai Li, Yulong Huang, Han Liu, Jiajie Li
2023 J jnl
Cubic B-Spline-Based Feature Tracking for Visual-Inertial Odometry With Event Camera.
IEEE Trans. Instrum. Meas.
Xinghua Liu, Hanjun Xue, Xiang Gao, Han Liu, Badong Chen, Shuzhi Sam Ge
2023 J jnl
Driver's visual fixation attention prediction in dynamic scenes using hybrid neural networks.
Digit. Signal Process.
Chuan Xu, Han Liu, Qinghao Li, Yan Su
2023 J jnl
Joint group dictionary-based structural sparse representation for image restoration.
Digit. Signal Process.
Wei Yuan, Han Liu, Lili Liang
2023 J jnl
Rank minimization via adaptive hybrid norm for image restoration.
Signal Process.
Wei Yuan, Han Liu, Lili Liang, Guo Xie, Youmin Zhang, Ding Liu
2022 J jnl
A block image encryption algorithm based on a hyperchaotic system and generative adversarial networks.
Multim. Tools Appl.
Pengfei Fang, Han Liu, Chengmao Wu, Min Liu
2022 J jnl
An Efficient Detail Extraction Algorithm for Improving Haze-Corrected CS Pansharpening.
IEEE Geosci. Remote. Sens. Lett.
Wenqing Wang, Han Liu
2022 J jnl
DiTBN: Detail Injection-Based Two-Branch Network for Pansharpening of Remote Sensing Images.
Remote. Sens.
Wenqing Wang, Zhiqiang Zhou, Xiaoqiao Zhang, Tu Lv, Han Liu, Lili Liang
2022 J jnl
Image restoration via exponential scale mixture-based simultaneous sparse prior.
IET Image Process.
Wei Yuan, Han Liu, Lili Liang
2022 J jnl
Two-stage content based image retrieval using sparse representation and feature fusion.
Multim. Tools Appl.
Wenqing Wang, Pengfei Jiao, Han Liu, Xiao Ma, Zhuo Shang
2021 J jnl
A Novel Chaotic Block Image Encryption Algorithm Based on Deep Convolutional Generative Adversarial Networks.
IEEE Access
Pengfei Fang, Han Liu, Chengmao Wu
2021 — conf
Early Forest Fire Segmentation Based on Deep Learning.
CAA SAFEPROCESS
Mengna Li, Youmin Zhang, Jing Xin, Lingxia Mu, Ziquan Yu, Han Liu, Guo Xie, Shangbin Jiao, Yingmin Yi
2021 J jnl
Least Squares Support Vector Machine Regression Based on Sparse Samples and Mixture Kernel Learning.
Inf. Technol. Control.
Wenlu Ma, Han Liu
2021 J jnl
MSDRN: Pansharpening of Multispectral Images via Multi-Scale Deep Residual Network.
Remote. Sens.
Wenqing Wang, Zhiqiang Zhou, Han Liu, Guo Xie
2021 J jnl
Multi-focus image fusion via Joint convolutional analysis and synthesis sparse representation.
Signal Process. Image Commun.
Wenqing Wang, Xiao Ma, Han Liu, Yuxing Li, Wei Liu
2021 — conf
Neuron perceptron-driven image encryption incorporating hyper-chaotic system.
CAA SAFEPROCESS
Yuanyuan Hui, Han Liu, Pengfei Fang
2021 J jnl
Pansharpening of WorldView-2 Data via Graph Regularized Sparse Coding and Adaptive Coupled Dictionary.
Sensors
Wenqing Wang, Han Liu, Guo Xie
2020 — conf
Multi-focus Image Fusion Based on Multiple CNNs in NSCT Domain.
ICRAI
Wenqing Wang, Xiaoyu Wang, Xiao Ma, Han Liu
2019 J jnl
A Double Learning Models-Based Multi-Objective Estimation of Distribution Algorithm.
IEEE Access
Yanyan Lin, Han Liu, Qiaoyong Jiang
2019 J jnl
A Knowledge- and Data-Driven Soft Sensor Based on Deep Learning for Predicting the Deformation of an Air Preheater Rotor.
IEEE Access
Xiao Wang, Han Liu
2018 J jnl
Dynamic reference vectors and biased crossover use for inverse model based evolutionary multi-objective optimization with irregular Pareto fronts.
Appl. Intell.
Yanyan Lin, Han Liu, Qiaoyong Jiang
2018 J jnl
Soft sensor based on stacked auto-encoder deep neural network for air preheater rotor deformation prediction.
Adv. Eng. Informatics
Xiao Wang, Han Liu
2017 — conf
A new input variable selection method for soft sensor based on stacked auto-encoders.
CDC
Xiao Wang, Han Liu
2016 J jnl
Design of shift-invariant nonuniform cosine-modulated filter bank with arbitrary integer sampling factors.
Digit. Signal Process.
Lili Liang, Han Liu, Fengping Wang
2015 — conf
Research on image denoising using patch-based singular value decomposition.
CCECE
Han Liu, Yue Zhao, Lili Liang, Yingmin Yi
2013 J jnl
Dual-Tree Cosine-Modulated Filter Bank With Linear-Phase Individual Filters: An Alternative Shift-Invariant and Directional-Selective Transform.
IEEE Trans. Image Process.
Lili Liang, Han Liu
2013 J jnl
Robust Ellipse Fitting Based on Sparse Combination of Data Points.
IEEE Trans. Image Process.
Junli Liang, Miaohua Zhang, Ding Liu, Xianju Zeng, Ode Ojowu, Kexin Zhao, Zhan Li, Han Liu
2012 — conf
A New Method of Stereo Localization Using Dual-PTZ-Cameras.
ICIRA (3)
Jing Xin, Xiaomin Ma, Yi Deng, Ding Liu, Han Liu
2009 — conf
A neural network approach for least squares support vector machines learning.
CDC
Han Liu, Ding Liu
2006 — conf
Double Inverted Pendulum Control Based on Support Vector Machines and Fuzzy Inference.
ISNN (2)
Han Liu, Haiyan Wu, Fucai Qian
2004 — conf
Power Plant Boiler Air Preheater Hot Spots Detection System Based on Least Square Support Vector Machines.
ISNN (1)
Han Liu, Ding Liu, Jin Yu, Qi Li, Yanming Liang