Yu Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 72

Top Topics

Sparse Representation

Convolutional Neural Networks

Top Venues

Comput. Biol. Medicine

IEEE Trans. Instrum. Meas.

IEEE Signal Process. Lett.

Publications

Yu Liu, Chen Yu, Juan Cheng, Z. Jane Wang, Xun Chen
MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion. IEEE Trans. Image Process. 33 (2024)
Zhiqin Zhu, Ziyu Wang, Guanqiu Qi, Neal Mazur, Pan Yang, Yu Liu
Brain tumor segmentation in MRI with multi-modality spatial information enhancement and boundary shape correction. Pattern Recognit. 153 (2024)
Zhiqin Zhu, Mengwei Sun, Guanqiu Qi, Yuanyuan Li, Xinbo Gao, Yu Liu
Sparse Dynamic Volume TransUNet with multi-level edge fusion for brain tumor segmentation. Comput. Biol. Medicine 172 (2024)
Jinbao Wei, Gang Yang, Zhijie Wang, Yu Liu, Aiping Liu, Xun Chen
Misalignment-Resistant Deep Unfolding Network for multi-modal MRI super-resolution and reconstruction. Knowl. Based Syst. 296 (2024)
Wei Tang, Fazhi He, Yu Liu
ITFuse: An interactive transformer for infrared and visible image fusion. Pattern Recognit. 156 (2024)
Yu Liu, Yize Ma, Zhiqin Zhu, Juan Cheng, Xun Chen
TransSea: Hybrid CNN-Transformer With Semantic Awareness for 3-D Brain Tumor Segmentation. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaowen Zhang, Aiping Liu, Gang Yang, Yu Liu, Xun Chen
SIMFusion: A semantic information-guided modality-specific fusion network for MR Images. Inf. Fusion 112 (2024)
Yu Liu, Zhengzheng Qi, Juan Cheng, Xun Chen
Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Huafeng Li, Junyu Liu, Yafei Zhang, Yu Liu
A Deep Learning Framework for Infrared and Visible Image Fusion Without Strict Registration. Int. J. Comput. Vis. 132 (5) (2024)
Yuanyuan Li, Ziyu Wang, Li Yin, Zhiqin Zhu, Guanqiu Qi, Yu Liu
X-Net: a dual encoding-decoding method in medical image segmentation. Vis. Comput. 39 (6) (2023)
Wei Tang, Fazhi He, Yu Liu
YDTR: Infrared and Visible Image Fusion via Y-Shape Dynamic Transformer. IEEE Trans. Multim. 25 (2023)
Yu Liu, Zhigang Yang, Juan Cheng, Xun Chen
Multi-Exposure Image Fusion via Multi-Scale and Context-Aware Feature Learning. IEEE Signal Process. Lett. 30 (2023)
Yu Liu, Yi Wei, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition. IEEE J. Biomed. Health Informatics 27 (3) (2023)
Juan Cheng, Runqing Liu, Jiajie Li, Rencheng Song, Yu Liu, Xun Chen
Motion-Robust Respiratory Rate Estimation From Camera Videos via Fusing Pixel Movement and Pixel Intensity Information. IEEE Trans. Instrum. Meas. 72 (2023)
Yi Wei, Yu Liu, Chang Li, Juan Cheng, Rencheng Song, Xun Chen
TC-Net: A Transformer Capsule Network for EEG-based emotion recognition. Comput. Biol. Medicine 152 (2023)
Wei Tao, Chang Li, Rencheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen
EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention. IEEE Trans. Affect. Comput. 14 (1) (2023)
Yafei Zhang, Keying Du, Huafeng Li, Zhengtao Yu, Yu Liu
CHITNet: A Complementary to Harmonious Information Transfer Network for Infrared and Visible Image Fusion. CoRR (2023)
Chang Li, Zhongzhen Zhang, Xiaodong Zhang, Guoning Huang, Yu Liu, Xun Chen
EEG-based Emotion Recognition via Transformer Neural Architecture Search. IEEE Trans. Ind. Informatics 19 (4) (2023)
Yu Liu, Haihang Li, Juan Cheng, Xun Chen
MSCAF-Net: A General Framework for Camouflaged Object Detection via Learning Multi-Scale Context-Aware Features. IEEE Trans. Circuits Syst. Video Technol. 33 (9) (2023)
Chang Li, Zhongzhen Zhang, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
EEG-Based Emotion Recognition via Neural Architecture Search. IEEE Trans. Affect. Comput. 14 (2) (2023)
Juan Cheng, Bicheng Yue, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements. Biomed. Signal Process. Control. 86 (Part C) (2023)
Wei Tang, Fazhi He, Yu Liu, Yansong Duan, Tongzhen Si
DATFuse: Infrared and Visible Image Fusion via Dual Attention Transformer. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Zhiqin Zhu, Xianyu He, Guanqiu Qi, Yuanyuan Li, Baisen Cong, Yu Liu
Brain tumor segmentation based on the fusion of deep semantics and edge information in multimodal MRI. Inf. Fusion 91 (2023)
Muhua Xu, Juan Cheng, Chang Li, Yu Liu, Xun Chen
Spatio-temporal deep forest for emotion recognition based on facial electromyography signals. Comput. Biol. Medicine 156 (2023)
Wei Tang, Fazhi He, Yu Liu
TCCFusion: An infrared and visible image fusion method based on transformer and cross correlation. Pattern Recognit. 137 (2023)
Wei Tang, Fazhi He, Yu Liu, Yansong Duan
MATR: Multimodal Medical Image Fusion via Multiscale Adaptive Transformer. IEEE Trans. Image Process. 31 (2022)
Chang Li, Bin Wang, Silin Zhang, Yu Liu, Rencheng Song, Juan Cheng, Xun Chen
Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism. Comput. Biol. Medicine 143 (2022)
Yu Liu, Hao Zhao, Rencheng Song, Xudong Chen, Chang Li, Xun Chen
SOM-Net: Unrolling the Subspace-Based Optimization for Solving Full-Wave Inverse Scattering Problems. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Chang Li, Xun Chen
Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks. IEEE Trans. Instrum. Meas. 71 (2022)
Chang Li, Chenhong Sui, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yu Liu, Lei Wang, Huafeng Li, Xun Chen
Multi-focus image fusion with deep residual learning and focus property detection. Inf. Fusion (2022)
Chang Li, Yimeng Hou, Rencheng Song, Juan Cheng, Yu Liu, Xun Chen
Multi-channel EEG-based emotion recognition in the presence of noisy labels. Sci. China Inf. Sci. 65 (4) (2022)
Jing Zhang, Aiping Liu, Dan Wang, Yu Liu, Z. Jane Wang, Xun Chen
Transformer-Based End-to-End Anatomical and Functional Image Fusion. IEEE Trans. Instrum. Meas. 71 (2022)
Yu Liu, Fuhao Mu, Yu Shi, Xun Chen
SF-Net: A Multi-Task Model for Brain Tumor Segmentation in Multimodal MRI via Image Fusion. IEEE Signal Process. Lett. 29 (2022)
Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Xun Chen
Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning. IEEE CAA J. Autom. Sinica 9 (8) (2022)
Yu Liu, Lei Wang, Juan Cheng, Xun Chen
Multiscale Feature Interactive Network for Multifocus Image Fusion. IEEE Trans. Instrum. Meas. 70 (2021)
Yu Liu, Xun Chen, Aiping Liu, Rabab K. Ward, Zhen Jane Wang
Recent Advances in Sparse Representation Based Medical Image Fusion. IEEE Instrum. Meas. Mag. 24 (2) (2021)
Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen
Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network. IEEE Trans. Computational Imaging 7 (2021)
Juan Cheng, Meiyao Chen, Chang Li, Yu Liu, Rencheng Song, Aiping Liu, Xun Chen
Emotion Recognition From Multi-Channel EEG via Deep Forest. IEEE J. Biomed. Health Informatics 25 (2) (2021)
Rencheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen
PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography. IEEE J. Biomed. Health Informatics 25 (5) (2021)
Rencheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen
Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis. IEEE Trans. Instrum. Meas. 70 (2021)
Juan Cheng, Yufei Xu, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks. Comput. Biol. Medicine 138 (2021)
Huafeng Li, Yueliang Cen, Yu Liu, Xun Chen, Zhengtao Yu
Different Input Resolutions and Arbitrary Output Resolution: A Meta Learning-Based Deep Framework for Infrared and Visible Image Fusion. IEEE Trans. Image Process. 30 (2021)
Juan Cheng, Ping Wang, Rencheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen
Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation. IEEE Trans. Instrum. Meas. 70 (2021)
Xinle Wang, Haiyang Qian, Edward J. Ciaccio, Suzanne K. Lewis, Govind Bhagat, Peter H. R. Green, Shenghao Xu, Liang Huang, Rongke Gao, Yu Liu
Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction. Comput. Methods Programs Biomed. 187 (2020)
Yu Liu, Chao Zhang, Chang Li, Juan Cheng, Yadong Zhang, Huiqin Xu, Tao Song, Liang Zhao, Xun Chen
A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion. Comput. Biol. Medicine 126 (2020)
Puhong Duan, Xudong Kang, Pedram Ghamisi, Yu Liu
Multilevel Structure Extraction-Based Multi-Sensor Data Fusion. Remote. Sens. 12 (24) (2020)
Yu Liu, Lei Wang, Juan Cheng, Chang Li, Xun Chen
Multi-focus image fusion: A Survey of the state of the art. Inf. Fusion 64 (2020)
Juan Cheng, Xingmao Wang, Rencheng Song, Yu Liu, Chang Li, Xun Chen
Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras. Multim. Tools Appl. 79 (31-32) (2020)
Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Rencheng Song, Feng Wan, Xun Chen
Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network. Comput. Biol. Medicine 123 (2020)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Jiayi Ma, Chenhong Sui, Xun Chen
Sparse unmixing of hyperspectral data with bandwise model. Inf. Sci. 512 (2020)
Yu Zhang, Yu Liu, Peng Sun, Han Yan, Xiaolin Zhao, Li Zhang
IFCNN: A general image fusion framework based on convolutional neural network. Inf. Fusion 54 (2020)
Xuesong Wang, Chen Chen, Yuhu Cheng, Xun Chen, Yu Liu
Zero-Shot Learning Based on Deep Weighted Attribute Prediction. IEEE Trans. Syst. Man Cybern. Syst. 50 (8) (2020)
Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang
Medical Image Fusion via Convolutional Sparsity Based Morphological Component Analysis. IEEE Signal Process. Lett. 26 (3) (2019)
Juan Cheng, Luchang Li, Chang Li, Yu Liu, Aiping Liu, Ruobing Qian, Xun Chen
Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study. IEEE Access 7 (2019)
Wei Tang, Yu Liu, Chao Zhang, Juan Cheng, Hu Peng, Xun Chen
Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks. Comput. Math. Methods Medicine 2019 (2019)
Xun Chen, Juan Cheng, Rencheng Song, Yu Liu, Rabab Ward, Z. Jane Wang
Video-Based Heart Rate Measurement: Recent Advances and Future Prospects. IEEE Trans. Instrum. Meas. 68 (10) (2019)
Yu Liu, Chao Zhang, Juan Cheng, Xun Chen, Z. Jane Wang
A multi-scale data fusion framework for bone age assessment with convolutional neural networks. Comput. Biol. Medicine 108 (2019)
Dingyi Li, Yu Liu, Zengfu Wang
Video Super-Resolution Using Non-Simultaneous Fully Recurrent Convolutional Network. IEEE Trans. Image Process. 28 (3) (2019)
Ming Yin, Xiaoning Liu, Yu Liu, Xun Chen
Medical Image Fusion With Parameter-Adaptive Pulse Coupled Neural Network in Nonsubsampled Shearlet Transform Domain. IEEE Trans. Instrum. Meas. 68 (1) (2019)
Chang Li, Yu Liu, Juan Cheng, Rencheng Song, Hu Peng, Qiang Chen, Xun Chen
Hyperspectral Unmixing with Bandwise Generalized Bilinear Model. Remote. Sens. 10 (10) (2018)
Yu Liu, Xun Chen, Zengfu Wang, Z. Jane Wang, Rabab K. Ward, Xuesong Wang
Deep learning for pixel-level image fusion: Recent advances and future prospects. Inf. Fusion 42 (2018)
Yu Liu, Xun Chen, Juan Cheng, Hu Peng, Zengfu Wang
Infrared and visible image fusion with convolutional neural networks. Int. J. Wavelets Multiresolution Inf. Process. 16 (3) (2018)
Juan Cheng, Fulin Wei, Chang Li, Yu Liu, Aiping Liu, Xun Chen
Position-independent gesture recognition using sEMG signals via canonical correlation analysis. Comput. Biol. Medicine 103 (2018)
Xun Chen, Chao Zhang, Yu Liu
Bone Age Assessment with X-Ray Images Based on Contourlet Motivated Deep Convolutional Networks. MMSP (2018)
Dingyi Li, Yu Liu, Zengfu Wang
Video super-resolution using motion compensation and residual bidirectional recurrent convolutional network. ICIP (2017)
Yu Liu, Xun Chen, Hu Peng, Zengfu Wang
Multi-focus image fusion with a deep convolutional neural network. Inf. Fusion 36 (2017)
Yu Liu, Baocai Yin, Jun Yu, Zengfu Wang
Image classification based on convolutional neural networks with cross-level strategy. Multim. Tools Appl. 76 (8) (2017)
Yu Liu, Xun Chen, Juan Cheng, Hu Peng
A medical image fusion method based on convolutional neural networks. FUSION (2017)
Xun Chen, Aiping Liu, Qiang Chen, Yu Liu, Liang Zou, Martin J. McKeown
Simultaneous ocular and muscle artifact removal from EEG data by exploiting diverse statistics. Comput. Biol. Medicine 88 (2017)
Yu Liu, Xun Chen, Rabab K. Ward, Z. Jane Wang
Image Fusion With Convolutional Sparse Representation. IEEE Signal Process. Lett. 23 (12) (2016)
Yu Liu, Shuping Liu, Yang Cao, Zengfu Wang
Automatic chessboard corner detection method. IET Image Process. 10 (1) (2016)
Yu Liu, Shuping Liu, Zengfu Wang
A general framework for image fusion based on multi-scale transform and sparse representation. Inf. Fusion 24 (2015)
Yu Liu, Zengfu Wang
Dense SIFT for ghost-free multi-exposure fusion. J. Vis. Commun. Image Represent. 31 (2015)
Yu Liu, Baocai Yin, Jun Yu, Zengfu Wang
Cross-Level: A Practical Strategy for Convolutional Neural Networks Based Image Classification. CCCV (1) (2015)
Yu Liu, Zengfu Wang
Simultaneous image fusion and denoising with adaptive sparse representation. IET Image Process. 9 (5) (2015)
Yu Liu, Shuping Liu, Zengfu Wang
Multi-focus image fusion with dense SIFT. Inf. Fusion 23 (2015)
Yu Liu, Shuping Liu, Zengfu Wang
Medical Image Fusion by Combining Nonsubsampled Contourlet Transform and Sparse Representation. CCPR (2) (2014)
Shuping Liu, Yu Liu, Jun Yu, Zengfu Wang
A Static Hand Gesture Recognition Algorithm Based on Krawtchouk Moments. CCPR (2) (2014)
Yu Liu, Shuping Liu, Yang Cao, Zengfu Wang
A practical algorithm for automatic chessboard corner detection. ICIP (2014)
Yu Liu, Zengfu Wang
Multi-focus Image Fusion Based on Sparse Representation with Adaptive Sparse Domain Selection. ICIG (2013)