Manhua Liu

According to our database, Manhua Liu authored at least 66 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Hierarchical global and local transformer for pain estimation with facial expression videos.

Hongrui Liu, Haochen Xu, Jinheng Qiu, Shizhe Wu, Manhua Liu

Pattern Anal. Appl., September, 2024

Multimodal Transformer of Incomplete MRI Data for Brain Tumor Segmentation.

Hsienchih Ting, Manhua Liu

IEEE J. Biomed. Health Informatics, January, 2024

A sparse transformer generation network for brain imaging genetic association.

Hongrui Liu, Yuanyuan Gui, Hui Lu, Manhua Liu

Pattern Recognit., 2024

High-resolution real-space reconstruction of cryo-EM structures using a neural field network.

Yue Huang, Chengguang Zhu, Xiaokang Yang, Manhua Liu

Nat. Mac. Intell., 2024

Transformer based multi-modal MRI fusion for prediction of post-menstrual age and neonatal brain development analysis.

Haiyan Zhao, Hongjie Cai, Manhua Liu

Medical Image Anal., 2024

2023

Multimodal transformer network for incomplete image generation and diagnosis of Alzheimer's disease.

Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu

Comput. Medical Imaging Graph., December, 2023

Brain Status Transferring Generative Adversarial Network for Decoding Individualized Atrophy in Alzheimer's Disease.

Xingyu Gao, Hongrui Liu, Feng Shi, Dinggang Shen, Manhua Liu

IEEE J. Biomed. Health Informatics, October, 2023

Extraction of the Microstructure of Wool Fabrics Based on Structure Tensor.

Jiani Zhu, Youwei Ma, Guoqing Ding, Manhua Liu, Xin Chen

Sensors, August, 2023

A Hybrid Multi-Scale Attention Convolution and Aging Transformer Network for Alzheimer's Disease Diagnosis.

Xingyu Gao, Hongjie Cai, Manhua Liu

IEEE J. Biomed. Health Informatics, July, 2023

Graph Transformer Geometric Learning of Brain Networks Using Multimodal MR Images for Brain Age Estimation.

Hongjie Cai, Yue Gao, Manhua Liu

IEEE Trans. Medical Imaging, February, 2023

Brain Age Prediction in Developing Childhood with Multimodal Magnetic Resonance Images.

Hongjie Cai, Aojie Li, Guangjun Yu, Xiujun Yang, Manhua Liu

Neuroinformatics, January, 2023

Towards More Accurate Matching of Contactless Fingerprints With a Deep Geometric Graph Convolutional Network.

Yelin Shi, Zhao Zhang, Shuxin Liu, Manhua Liu

IEEE Trans. Biom. Behav. Identity Sci., 2023

Identification of Causal Relationship between Amyloid-beta Accumulation and Alzheimer's Disease Progression via Counterfactual Inference.

Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li

CoRR, 2023

Feature-Based Transformer with Incomplete Multimodal Brain Images for Diagnosis of Neurodegenerative Diseases.

Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu

Proceedings of the Predictive Intelligence in Medicine - 6th International Workshop, 2023

Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis.

Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

2022

Task-Induced Pyramid and Attention GAN for Multimodal Brain Image Imputation and Classification in Alzheimer's Disease.

Xingyu Gao, Feng Shi, Dinggang Shen, Manhua Liu

IEEE J. Biomed. Health Informatics, 2022

2021

Automatic Segmentation and Enhancement of Latent Fingerprints Using Deep Nested UNets.

Manhua Liu, Peng Qian

IEEE Trans. Inf. Forensics Secur., 2021

A multi-task fully deep convolutional neural network for contactless fingerprint minutiae extraction.

Zhao Zhang, Shuxin Liu, Manhua Liu

Pattern Recognit., 2021

A Dense Pyramid Convolution Network for Infant Fingerprint Super-Resolution and Enhancement.

Yelin Shi, Manhua Liu

Proceedings of the International IEEE Joint Conference on Biometrics, 2021

A Deep Attention Transformer Network for Pain Estimation with Facial Expression Video.

Haochen Xu, Manhua Liu

Proceedings of the Biometric Recognition - 15th Chinese Conference, 2021

2020

A multi-model deep convolutional neural network for automatic hippocampus segmentation and classification in Alzheimer's disease.

Manhua Liu, Fan Li, Hao Yan, Kundong Wang, Yixin Ma, Li Shen, Mingqing Xu

NeuroImage, 2020

Latent Fingerprint Image Enhancement Based on Progressive Generative Adversarial Network.

Xijie Huang, Peng Qian, Manhua Liu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Electric Field Assisted Molecular Communication for High Data Rate Transmission.

Zhongke Ma, Manhua Liu, Hao Yan, Lin Lin

IEEE Wirel. Commun. Lett., 2019

Hippocampus Analysis by Combination of 3-D DenseNet and Shapes for Alzheimer's Disease Diagnosis.

Ruoxuan Cui, Manhua Liu

IEEE J. Biomed. Health Informatics, 2019

RNN-based longitudinal analysis for diagnosis of Alzheimer's disease.

Ruoxuan Cui, Manhua Liu, Alzheimer's Disease Neuroimaging Initiative

Comput. Medical Imaging Graph., 2019

Prediction of Clinical Scores for Subjective Cognitive Decline and Mild Cognitive Impairment.

Aojie Li, Ling Yue, Manhua Liu, Shifu Xiao

Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019

Nonlinear Discriminant Analysis for MR Brain Images Classification via Kernel Function.

Farzaneh Elahifasaee, Manhua Liu, Ming Yang

Proceedings of the ICIT 2019, 2019

Latent Fingerprint Enhancement Based on DenseUNet.

Peng Qian, Aojie Li, Manhua Liu

Proceedings of the 2019 International Conference on Biometrics, 2019

2018

Latent Fingerprint Segmentation Based on Ridge Density and Orientation Consistency.

Manhua Liu, Shuxin Liu, Weiwu Yan

Secur. Commun. Networks, 2018

Multi-Modality Cascaded Convolutional Neural Networks for Alzheimer's Disease Diagnosis.

Manhua Liu, Danni Cheng, Kundong Wang, Yaping Wang

Neuroinformatics, 2018

Classification of Alzheimer's Disease by Combination of Convolutional and Recurrent Neural Networks Using FDG-PET Images.

Manhua Liu, Danni Cheng, Weiwu Yan, Alzheimer's Disease Neuroimaging Initiative

Frontiers Neuroinformatics, 2018

Alzheimer's disease diagnosis based on multiple cluster dense convolutional networks.

Fan Li, Manhua Liu, Alzheimer's Disease Neuroimaging Initiative

Comput. Medical Imaging Graph., 2018

Longitudinal analysis for Alzheimer's disease diagnosis using RNN.

Ruoxuan Cui, Manhua Liu, Gang Li

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017

Data-based multiple criteria decision-making model and visualized monitoring of urban drinking water quality.

Weiwu Yan, Jialong Li, Manhua Liu, Xiaohui Bai, Huihe Shao

Soft Comput., 2017

Sparse coding based orientation estimation for latent fingerprints.

Shuxin Liu, Manhua Liu, Zongyuan Yang

Pattern Recognit., 2017

Classification of Alzheimer's Disease by Cascaded Convolutional Neural Networks Using PET Images.

Danni Cheng, Manhua Liu

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Fingerprint Minutiae Detection Based on Multi-scale Convolution Neural Networks.

Huinan Jiang, Manhua Liu

Proceedings of the Biometric Recognition - 12th Chinese Conference, 2017

CNNs based multi-modality classification for AD diagnosis.

Danni Cheng, Manhua Liu

Proceedings of the 10th International Congress on Image and Signal Processing, 2017

2016

An image auto-focusing algorithm for industrial image measurement.

Shuxin Liu, Manhua Liu, Zhongyuan Yang

EURASIP J. Adv. Signal Process., 2016

Latent fingerprint segmentation based on linear density.

Shuxin Liu, Manhua Liu, Zongyuan Yang

Proceedings of the International Conference on Biometrics, 2016

Latent Fingerprint Enhancement Based on Orientation Guided Sparse Representation.

Kaifeng Wei, Manhua Liu

Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

Facial Expression Recognition Based on Ensemble of Mulitple CNNs.

Ruoxuan Cui, Minyi Liu, Manhua Liu

Proceedings of the Biometric Recognition - 11th Chinese Conference, 2016

2015

Latent Fingerprint Enhancement via Multi-Scale Patch Based Sparse Representation.

Manhua Liu, Xiaoying Chen, Xiaoduan Wang

IEEE Trans. Inf. Forensics Secur., 2015

Latent Fingerprint Segmentation Based on Sparse Representation.

Kaifeng Wei, Xiaoying Chen, Manhua Liu

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Group Sparse Representation for Prediction of MCI Conversion to AD.

Xiaoying Chen, Kaifeng Wei, Manhua Liu

Proceedings of the Intelligent Computing Theories and Methodologies, 2015

Latent fingerprint orientation estimation via sparse representation.

Manhua Liu, Shuxin Liu

Proceedings of the 10th International Conference on Information, 2015

2014

Identifying Informative Imaging Biomarkers via Tree Structured Sparse Learning for AD Diagnosis.

Manhua Liu, Daoqiang Zhang, Dinggang Shen

Neuroinformatics, 2014

Fingerprint orientation field reconstruction by weighted discrete cosine transform.

Manhua Liu, Shuxin Liu, Qijun Zhao

Inf. Sci., 2014

2013

Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images.

Manhua Liu, Heung-Il Suk, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Kernel-based multi-task joint sparse classification for Alzheimer'S disease.

Yaping Wang, Manhua Liu, Lei Guo, Dinggang Shen

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Fingerprint Enhancement via Sparse Representation.

Xiaoduan Wang, Manhua Liu

Proceedings of the Biometric Recognition - 8th Chinese Conference, 2013

2012

Invariant representation of orientation fields for fingerprint indexing.

Manhua Liu, Pew-Thian Yap

Pattern Recognit., 2012

Ensemble sparse classification of Alzheimer's disease.

Manhua Liu, Daoqiang Zhang, Dinggang Shen

NeuroImage, 2012

Atlas Construction via Dictionary Learning and Group Sparsity.

Feng Shi, Li Wang, Guorong Wu, Yu Zhang, Manhua Liu, John H. Gilmore, Weili Lin, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease.

Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Tree-Guided Sparse Coding for Brain Disease Classification.

Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Fingerprint orientation modeling by sparse coding.

Shuxin Liu, Manhua Liu

Proceedings of the 5th IAPR International Conference on Biometrics, 2012

2011

An Efficient Direction Field-Based Method for the Detection of Fasteners on High-Speed Railways.

Jinfeng Yang, Wei Tao, Manhua Liu, Yongjie Zhang, Haibo Zhang, Hui Zhao

Sensors, 2011

2010

Fingerprint classification based on Adaboost learning from singularity features.

Manhua Liu

Pattern Recognit., 2010

2009

A multi-prototype clustering algorithm.

Manhua Liu, Xudong Jiang, Alex C. Kot

Pattern Recognit., 2009

2007

Efficient fingerprint search based on database clustering.

Manhua Liu, Xudong Jiang, Alex ChiChung Kot

Pattern Recognit., 2007

Database Clustering Based on Multi-Prototype Representation of Cluster.

Manhua Liu, Xudong Jiang, Alex C. Kot

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

2006

Fingerprint Retrieval for Identification.

Xudong Jiang, Manhua Liu, Alex ChiChung Kot

IEEE Trans. Inf. Forensics Secur., 2006

Fingerprint Retrieval by Complex Filter Responses.

Manhua Liu, Xudong Jiang, Alex ChiChung Kot

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Fingerprint Reference-Point Detection.

Manhua Liu, Xudong Jiang, Alex ChiChung Kot

EURASIP J. Adv. Signal Process., 2005

2004

Reference Point Detection for Fingerprint Recognition.

Xudong Jiang, Manhua Liu, Alex ChiChung Kot

Proceedings of the 17th International Conference on Pattern Recognition, 2004