Multi-focus Image Fusion Based on Sparse Representation with Adaptive Sparse Domain Selection. - Yu Liu 023; Zengfu Wang (ICIG, 2013)

Medical Image Fusion by Combining Nonsubsampled Contourlet Transform and Sparse Representation. - Yu Liu 023; Shuping Liu; Zengfu Wang (CCPR (2), 2014)

A Static Hand Gesture Recognition Algorithm Based on Krawtchouk Moments. - Shuping Liu; Yu Liu 023; Jun Yu 001; Zengfu Wang (CCPR (2), 2014)

A practical algorithm for automatic chessboard corner detection. - Yu Liu 023; Shuping Liu; Yang Cao 010; Zengfu Wang (ICIP, 2014)

Cross-Level: A Practical Strategy for Convolutional Neural Networks Based Image Classification. - Yu Liu 023; Baocai Yin; Jun Yu 001; Zengfu Wang (CCCV (1), 2015)

Simultaneous image fusion and denoising with adaptive sparse representation. - Yu Liu 023; Zengfu Wang (IET Image Process., 2015)

Multi-focus image fusion with dense SIFT. - Yu Liu 023; Shuping Liu; Zengfu Wang (Inf. Fusion, 2015)

A general framework for image fusion based on multi-scale transform and sparse representation. - Yu Liu 023; Shuping Liu; Zengfu Wang (Inf. Fusion, 2015)

Dense SIFT for ghost-free multi-exposure fusion. - Yu Liu 023; Zengfu Wang (J. Vis. Commun. Image Represent., 2015)

Automatic chessboard corner detection method. - Yu Liu 023; Shuping Liu; Yang Cao 010; Zengfu Wang (IET Image Process., 2016)

Image Fusion With Convolutional Sparse Representation. - Yu Liu 023; Xun Chen 001; Rabab K. Ward; Z. Jane Wang 001 (IEEE Signal Process. Lett., 2016)

A medical image fusion method based on convolutional neural networks. - Yu Liu 023; Xun Chen 001; Juan Cheng; Hu Peng (FUSION, 2017)

Video super-resolution using motion compensation and residual bidirectional recurrent convolutional network. - Dingyi Li; Yu Liu 023; Zengfu Wang (ICIP, 2017)

Simultaneous ocular and muscle artifact removal from EEG data by exploiting diverse statistics. - Xun Chen 001; Aiping Liu; Qiang Chen; Yu Liu 023; Liang Zou; Martin J. McKeown (Comput. Biol. Medicine, 2017)

Multi-focus image fusion with a deep convolutional neural network. - Yu Liu 023; Xun Chen 001; Hu Peng; Zengfu Wang (Inf. Fusion, 2017)

Image classification based on convolutional neural networks with cross-level strategy. - Yu Liu 023; Baocai Yin; Jun Yu 001; Zengfu Wang (Multim. Tools Appl., 2017)

Bone Age Assessment with X-Ray Images Based on Contourlet Motivated Deep Convolutional Networks. - Xun Chen 001; Chao Zhang 057; Yu Liu 023 (MMSP, 2018)

Position-independent gesture recognition using sEMG signals via canonical correlation analysis. - Juan Cheng; Fulin Wei; Chang Li 001; Yu Liu 023; Aiping Liu; Xun Chen 001 (Comput. Biol. Medicine, 2018)

Infrared and visible image fusion with convolutional neural networks. - Yu Liu 023; Xun Chen 001; Juan Cheng; Hu Peng; Zengfu Wang (Int. J. Wavelets Multiresolution Inf. Process., 2018)

Deep learning for pixel-level image fusion: Recent advances and future prospects. - Yu Liu 023; Xun Chen 001; Zengfu Wang; Z. Jane Wang 001; Rabab K. Ward; Xuesong Wang 001 (Inf. Fusion, 2018)

Hyperspectral Unmixing with Bandwise Generalized Bilinear Model. - Chang Li 001; Yu Liu 023; Juan Cheng; Rencheng Song; Hu Peng; Qiang Chen; Xun Chen 001 (Remote. Sens., 2018)

Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study. - Juan Cheng; Luchang Li; Chang Li 001; Yu Liu 023; Aiping Liu; Ruobing Qian; Xun Chen 001 (IEEE Access, 2019)

A multi-scale data fusion framework for bone age assessment with convolutional neural networks. - Yu Liu 023; Chao Zhang 057; Juan Cheng; Xun Chen 001; Z. Jane Wang 001 (Comput. Biol. Medicine, 2019)

Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks. - Wei Tang 018; Yu Liu 023; Chao Zhang 057; Juan Cheng; Hu Peng; Xun Chen 001 (Comput. Math. Methods Medicine, 2019)

Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis. - Yu Liu 023; Xun Chen 001; Rabab K. Ward; Z. Jane Wang 001 (IEEE Signal Process. Lett., 2019)

Video-Based Heart Rate Measurement: Recent Advances and Future Prospects. - Xun Chen 001; Juan Cheng; Rencheng Song; Yu Liu 023; Rabab Ward; Z. Jane Wang 001 (IEEE Trans. Instrum. Meas., 2019)

Medical Image Fusion With Parameter-Adaptive Pulse Coupled Neural Network in Nonsubsampled Shearlet Transform Domain. - Ming Yin; Xiaoning Liu 003; Yu Liu 023; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2019)

Video Super-Resolution Using Non-Simultaneous Fully Recurrent Convolutional Network. - Dingyi Li; Yu Liu 023; Zengfu Wang (IEEE Trans. Image Process., 2019)

Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network. - Yu Liu 023; Yufeng Ding; Chang Li 001; Juan Cheng; Rencheng Song; Feng Wan; Xun Chen 001 (Comput. Biol. Medicine, 2020)

A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion. - Yu Liu 023; Chao Zhang 057; Chang Li 001; Juan Cheng; Yadong Zhang; Huiqin Xu; Tao Song; Liang Zhao 018; Xun Chen 001 (Comput. Biol. Medicine, 2020)

Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction. - Xinle Wang; Haiyang Qian; Edward J. Ciaccio; Suzanne K. Lewis; Govind Bhagat; Peter H. R. Green; Shenghao Xu; Liang Huang 004; Rongke Gao; Yu Liu 023 (Comput. Methods Programs Biomed., 2020)

Multi-focus image fusion: A Survey of the state of the art. - Yu Liu 023; Lei Wang 168; Juan Cheng; Chang Li 001; Xun Chen 001 (Inf. Fusion, 2020)

IFCNN: A general image fusion framework based on convolutional neural network. - Yu Zhang 026; Yu Liu 023; Peng Sun; Han Yan; Xiaolin Zhao; Li Zhang 023 (Inf. Fusion, 2020)

Sparse unmixing of hyperspectral data with bandwise model. - Chang Li 001; Yu Liu 023; Juan Cheng; Rencheng Song; Jiayi Ma 001; Chenhong Sui; Xun Chen 001 (Inf. Sci., 2020)

Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras. - Juan Cheng; Xingmao Wang; Rencheng Song; Yu Liu 023; Chang Li 001; Xun Chen 001 (Multim. Tools Appl., 2020)

Multilevel Structure Extraction-Based Multi-Sensor Data Fusion. - Puhong Duan; Xudong Kang; Pedram Ghamisi; Yu Liu 023 (Remote. Sens., 2020)

Zero-Shot Learning Based on Deep Weighted Attribute Prediction. - Xuesong Wang 001; Chen Chen 033; Yuhu Cheng; Xun Chen 001; Yu Liu 023 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks. - Juan Cheng; Yufei Xu; Rencheng Song; Yu Liu 023; Chang Li 001; Xun Chen 001 (Comput. Biol. Medicine, 2021)

Recent Advances in Sparse Representation Based Medical Image Fusion. - Yu Liu 023; Xun Chen 001; Aiping Liu; Rabab K. Ward; Zhen Jane Wang 001 (IEEE Instrum. Meas. Mag., 2021)

Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. - Wei Tang 018; Yu Liu 023; Juan Cheng; Chang Li 001; Xun Chen 001 (IEEE Trans. Computational Imaging, 2021)

Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation. - Juan Cheng; Ping Wang 030; Rencheng Song; Yu Liu 023; Chang Li 001; Yong Liu 020; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2021)

Multiscale Feature Interactive Network for Multifocus Image Fusion. - Yu Liu 023; Lei Wang 168; Juan Cheng; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2021)

Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis. - Rencheng Song; Jiji Li; Juan Cheng; Chang Li 001; Yu Liu 023; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2021)

Different Input Resolutions and Arbitrary Output Resolution: A Meta Learning-Based Deep Framework for Infrared and Visible Image Fusion. - Huafeng Li; Yueliang Cen; Yu Liu 023; Xun Chen 001; Zhengtao Yu 001 (IEEE Trans. Image Process., 2021)

Emotion Recognition From Multi-Channel EEG via Deep Forest. - Juan Cheng; Meiyao Chen; Chang Li 001; Yu Liu 023; Rencheng Song; Aiping Liu; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2021)

PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. - Rencheng Song; Huan Chen; Juan Cheng; Chang Li 001; Yu Liu 023; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2021)

Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism. - Chang Li 001; Bin Wang 088; Silin Zhang; Yu Liu 023; Rencheng Song; Juan Cheng; Xun Chen 001 (Comput. Biol. Medicine, 2022)

Multi-channel EEG-based emotion recognition in the presence of noisy labels. - Chang Li 001; Yimeng Hou; Rencheng Song; Juan Cheng; Yu Liu 023; Xun Chen 001 (Sci. China Inf. Sci., 2022)

Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning. - Yu Liu 023; Yu Shi; Fuhao Mu; Juan Cheng; Xun Chen 001 (IEEE CAA J. Autom. Sinica, 2022)

Multi-focus image fusion with deep residual learning and focus property detection. - Yu Liu 023; Lei Wang 168; Huafeng Li; Xun Chen 001 (Inf. Fusion, 2022)

Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image. - Chang Li 001; Chenhong Sui; Rencheng Song; Juan Cheng; Yu Liu 023; Xun Chen 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

SF-Net: A Multi-Task Model for Brain Tumor Segmentation in Multimodal MRI via Image Fusion. - Yu Liu 023; Fuhao Mu; Yu Shi; Xun Chen 001 (IEEE Signal Process. Lett., 2022)

SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems. - Yu Liu 023; Hao Zhao; Rencheng Song; Xudong Chen 001; Chang Li 001; Xun Chen 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks. - Yu Liu 023; Yu Shi; Fuhao Mu; Juan Cheng; Chang Li 001; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2022)

Transformer-Based End-to-End Anatomical and Functional Image Fusion. - Jing Zhang; Aiping Liu; Dan Wang 011; Yu Liu 023; Z. Jane Wang 001; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2022)

MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer. - Wei Tang 018; Fazhi He; Yu Liu 023; Yansong Duan (IEEE Trans. Image Process., 2022)

CCSR-Net: Unfolding Coupled Convolutional Sparse Representation for Multi-focus Image Fusion. - Kecheng Zheng; Juan Cheng; Yu Liu 023 (PRCV (10), 2023)

TC-Net: A Transformer Capsule Network for EEG-based emotion recognition. - Yi Wei; Yu Liu 023; Chang Li 001; Juan Cheng; Rencheng Song; Xun Chen 001 (Comput. Biol. Medicine, 2023)

CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion. - Yafei Zhang; Keying Du; Huafeng Li; Zhengtao Yu 001; Yu Liu 023 (CoRR, 2023)

Brain tumor segmentation based on the fusion of deep semantics and edge information in multimodal MRI. - Zhiqin Zhu; Xianyu He; Guanqiu Qi; Yuanyuan Li; Baisen Cong; Yu Liu 023 (Inf. Fusion, 2023)

Multi-Exposure Image Fusion via Multi-Scale and Context-Aware Feature Learning. - Yu Liu 023; Zhigang Yang; Juan Cheng; Xun Chen 001 (IEEE Signal Process. Lett., 2023)

EEG-Based Emotion Recognition via Neural Architecture Search. - Chang Li 001; Zhongzhen Zhang; Rencheng Song; Juan Cheng; Yu Liu 023; Xun Chen 001 (IEEE Trans. Affect. Comput., 2023)

EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. - Wei Tao; Chang Li 001; Rencheng Song; Juan Cheng; Yu Liu 023; Feng Wan; Xun Chen 001 (IEEE Trans. Affect. Comput., 2023)

Motion-Robust Respiratory Rate Estimation From Camera Videos via Fusing Pixel Movement and Pixel Intensity Information. - Juan Cheng; Runqing Liu; Jiajie Li; Rencheng Song; Yu Liu 023; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2023)

YDTR: Infrared and Visible Image Fusion via Y-Shape Dynamic Transformer. - Wei Tang 018; Fazhi He; Yu Liu 023 (IEEE Trans. Multim., 2023)

X-Net: a dual encoding-decoding method in medical image segmentation. - Yuanyuan Li; Ziyu Wang; Li Yin; Zhiqin Zhu; Guanqiu Qi; Yu Liu 023 (Vis. Comput., 2023)

Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. - Yu Liu 023; Yi Wei; Chang Li 001; Juan Cheng; Rencheng Song; Xun Chen 001 (IEEE J. Biomed. Health Informatics, 2023)

Spatio-temporal deep forest for emotion recognition based on facial electromyography signals. - Muhua Xu; Juan Cheng; Chang Li 001; Yu Liu 023; Xun Chen 001 (Comput. Biol. Medicine, 2023)

EEG-based Emotion Recognition via Transformer Neural Architecture Search. - Chang Li 001; Zhongzhen Zhang; Xiaodong Zhang; Guoning Huang; Yu Liu 023; Xun Chen 001 (IEEE Trans. Ind. Informatics, 2023)

TCCFusion: An infrared and visible image fusion method based on transformer and cross correlation. - Wei Tang 018; Fazhi He; Yu Liu 023 (Pattern Recognit., 2023)

DATFuse: Infrared and Visible Image Fusion via Dual Attention Transformer. - Wei Tang 018; Fazhi He; Yu Liu 023; Yansong Duan; Tongzhen Si (IEEE Trans. Circuits Syst. Video Technol., 2023)

Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements. - Juan Cheng; Bicheng Yue; Rencheng Song; Yu Liu 023; Chang Li 001; Xun Chen 001 (Biomed. Signal Process. Control., 2023)

MSCAF-Net: A General Framework for Camouflaged Object Detection via Learning Multi-Scale Context-Aware Features. - Yu Liu 023; Haihang Li; Juan Cheng; Xun Chen 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Sparse Dynamic Volume TransUNet with multi-level edge fusion for brain tumor segmentation. - Zhiqin Zhu; Mengwei Sun; Guanqiu Qi; Yuanyuan Li; Xinbo Gao 001; Yu Liu 023 (Comput. Biol. Medicine, 2024)

AllSpark: a multimodal spatiotemporal general model. - Run Shao; Cheng Yang; Qiujun Li; Qing Zhu; Yongjun Zhang 002; Yansheng Li 001; Yu Liu 023; Yong Tang; Dapeng Liu; Shizhong Yang; Jiayi Ma 001; Haifeng Li 007 (CoRR, 2024)

SIMFusion: A semantic information-guided modality-specific fusion network for MR Images. - Xiaowen Zhang; Aiping Liu; Gang Yang; Yu Liu 023; Xun Chen 001 (Inf. Fusion, 2024)

Misalignment-Resistant Deep Unfolding Network for multi-modal MRI super-resolution and reconstruction. - Jinbao Wei; Gang Yang; Zhijie Wang; Yu Liu 023; Aiping Liu; Xun Chen 001 (Knowl. Based Syst., 2024)

ITFuse: An interactive transformer for infrared and visible image fusion. - Wei Tang 018; Fazhi He; Yu Liu 023 (Pattern Recognit., 2024)

Brain tumor segmentation in MRI with multi-modality spatial information enhancement and boundary shape correction. - Zhiqin Zhu; Ziyu Wang; Guanqiu Qi; Neal Mazur; Pan Yang; Yu Liu 023 (Pattern Recognit., 2024)

HF2TNet: A Hierarchical Fusion Two-Stage Training Network for Infrared and Visible Image Fusion. - Ting Lv; Chuanming Ji; Hong Jiang 006; Yu Liu 023 (IEEE Signal Process. Lett., 2024)

TransSea: Hybrid CNN-Transformer With Semantic Awareness for 3-D Brain Tumor Segmentation. - Yu Liu 023; Yize Ma; Zhiqin Zhu; Juan Cheng; Xun Chen 001 (IEEE Trans. Instrum. Meas., 2024)

MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion. - Yu Liu 023; Chen Yu; Juan Cheng; Z. Jane Wang 001; Xun Chen 001 (IEEE Trans. Image Process., 2024)

A Deep Learning Framework for Infrared and Visible Image Fusion Without Strict Registration. - Huafeng Li; Junyu Liu; Yafei Zhang; Yu Liu 023 (Int. J. Comput. Vis., 2024)

Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach. - Yu Liu 023; Zhengzheng Qi; Juan Cheng; Xun Chen 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Multi-Dimensional Medical Image Fusion With Complex Sparse Representation. - Yuhang Chen; Aiping Liu; Yu Liu 023; Zhiyang He; Cong Liu 006; Xun Chen 001 (IEEE Trans. Biomed. Eng., 2024)

Video Rescaling With Recurrent Diffusion. - Dingyi Li; Yu Liu 023; Zengfu Wang; Jian Yang 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Instruction-driven fusion of Infrared-visible images: Tailoring for diverse downstream tasks. - Zengyi Yang; Yafei Zhang; Huafeng Li; Yu Liu 023 (Inf. Fusion, 2025)

Unfolding coupled convolutional sparse representation for multi-focus image fusion. - Kecheng Zheng; Juan Cheng; Yu Liu 023 (Inf. Fusion, 2025)

Lightweight Efficient Rate-Adaptive Network for Compression-Aware Image Rescaling. - Dingyi Li; Yang Zhang; Yu Liu 023 (IEEE Signal Process. Lett., 2025)

Visually Stabilized Mamba U-Shaped Network With Strong Inductive Bias for 3-D Brain Tumor Segmentation. - Zhiqin Zhu; Zhandong Wang; Guanqiu Qi; Yuanxiang Zhao; Yu Liu 023 (IEEE Trans. Instrum. Meas., 2025)

VDMUFusion: A Versatile Diffusion Model-Based Unsupervised Framework for Image Fusion. - Yu Shi; Yu Liu 023; Juan Cheng; Z. Jane Wang 001; Xun Chen 001 (IEEE Trans. Image Process., 2025)

Focus Affinity Perception and Super-Resolution Embedding for Multifocus Image Fusion. - Huafeng Li; Ming Yuan; Jinxing Li; Yu Liu 023; Guangming Lu 002; Yong Xu 001; Zhengtao Yu 001; David Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

SRDiffusion: Accelerate Video Diffusion Inference via Sketching-Rendering Cooperation. - Shenggan Cheng; Yuanxin Wei; Lansong Diao; Yong Liu 020; Bujiao Chen; Lianghua Huang; Yu Liu 023; Wenyuan Yu; Jiangsu Du; Wei Lin 016; Yang You 001 (CoRR, 2025)

MulFS-CAP: Multimodal Fusion-Supervised Cross-Modality Alignment Perception for Unregistered Infrared-Visible Image Fusion. - Huafeng Li; Zengyi Yang; Yafei Zhang; Wei Jia 001; Zhengtao Yu 001; Yu Liu 023 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)