百晓学者学者目录

成娟

博士生导师、教授、研究员、硕士生导师,合肥工业大学

精选作品

期刊论文

2026

LST-rPPG: A long-range spatio-temporal model for high-accuracy heart rate variability measurement

Jiajie Li, Juan Cheng, Rencheng Song, Yu Liu

Expert Systems With Applications,Vol. 298

2026

Editor's Note to "Spatio-temporal deep forest for emotion recognition based on facial electromyography signals" [Comput. Biol. Med. 156, (2023), 106689].

Mu-Hua Xu, Juan Cheng, Chang Li, Yu Liu, Xun Chen

Computers in Biology and Medicine

2026

FCUS-rPPG: A Fast-Converging Unsupervised Framework for Remote Photoplethysmography via Gradient Oscillation Suppression

Jiajie Li, Yu Liu, Ren-Cheng Song, Xun Chen, Juan Cheng

arXiv.org

2026

Video-based cardiopulmonary coupling measurement: A feasibility study

Yiqun Gao, Juan Cheng, Chang Li, Ren-Cheng Song

Intelligent Sports and Health

2026

Video-Based Instantaneous Heart Rate Measurement With Enhanced Time-Frequency Representations

Juan Cheng, Xiwen Luo, Xiaowei Wu, Ren-Cheng Song, Yu Liu

IEEE transactions on multimedia

2026

CIHM: context-insight hybrid Mamba for efficient medical image segmentation

Yize Ma, Yu Liu, Juan Cheng, Hao-Lin Zhan, Guan-Qiu Qi, Xiaopei Zhang, Zhi-Qin Zhu

Visual Intelligence

2026

Adaptive Physical-Facial Representation Fusion via Subject-Invariant Cross-Modal Prompt Tuning for Video-Based Emotion Recognition

Xiwen Luo, Jia Li, Rencheng Song, Yu Liu, Juan Cheng

arXiv.org

2026

HRVFusion: Video-Based Long-Term Heart Rate Variability Measurement With Conditional Diffusion Models

Xing Yao, Ren-Cheng Song, Juan Cheng, Chang Li, Xun Chen

IEEE transactions on multimedia

2026

LFC-SATP-SGG: Latent Feature Completion and State-Aware Text Prompting with Semantic-Guided Gating for Incomplete Multi-Modality Brain Tumor Segmentation.

Xinkai Ren, Yu Shi, Shuai Yuan, Juan Cheng, Zhi-Qin Zhu, Yu Liu

IEEE journal of biomedical and health informatics

2026

Customized Fusion: A Closed-Loop Dynamic Network for Adaptive Multi-Task-Aware Infrared-Visible Image Fusion

Zeng-Yi Yang, Yu Liu, Juan Cheng, Zhiqing Zhu, Ya-Fei Zhang, Hua-Feng Li

arXiv.org

2026

Degradation-Robust Fusion: An Efficient Degradation-Aware Diffusion Framework for Multimodal Image Fusion in Arbitrary Degradation Scenarios

Yu Shi, Yu Liu, Zhong-Cheng Wu, Juan Cheng, Hua-Feng Li, Xun Chen

arXiv.org

2025

Motion-Robust Remote Photoplethysmography With Time–Frequency Wiener Filtering

Jincheng Bian, Juan Cheng, Chang Li, Hailin Shi, Xue-Zhi Yang, Ren-Cheng Song

IEEE Sensors Journal

2025

Video-based heart rate estimation with spectrogram signal quality ranking and fusion

Ren-Cheng Song, Z. Du, Juan Cheng, Chang Li, Xue-Zhi Yang

Biomedical Signal Processing and Control

2025

Semantic-Guided Diffusion Sampling: A Generalized Strategy for Enhancing Object Segmentation Oriented Multimodal Image Fusion

Yu Shi, Yu Liu, Juan Cheng, Hua-Feng Li, Xun Chen

IEEE Journal on Selected Topics in Signal Processing

2025

Unfolding coupled convolutional sparse representation for multi-focus image fusion

Kecheng Zheng, Juan Cheng, Yu Liu

Information Fusion

2025

MambaDiff: Mamba-Enhanced Diffusion Model for 3D Medical Image Segmentation

Yu Liu, Yang Feng, Juan Cheng, Haolin Zhan, Zhi-Qin Zhu

IEEE Transactions on Image Processing

2025

Hyperspectral Anomaly Detection via Hybrid Convolutional and Transformer-Based U-Net With Error Attention Mechanism

Xiaoyi Wang, Peng Wang, Juan Cheng, Dai-Yin Zhu, H. Leung, Paolo Gamba

IEEE Transactions on Neural Networks and Learning Systems

2025

Multi-Modal Fusion Based on Depth Adaptive Mechanism for 3D Object Detection

Zhan-Wen Liu, Juan Cheng, Jin Fan, Shang Lin, Yang Wang, Xiang-Mo Zhao

IEEE transactions on multimedia

2025

MMR-HAD: Multiscale Mamba Reconstruction Network for Hyperspectral Anomaly Detection

Xi-You Fu, Tingyuan Zhang, Juan Cheng, S. Jia

IEEE Transactions on Geoscience and Remote Sensing

2024

基于无源域适应的脑电情绪识别

赵红宇,李畅,刘羽,成娟,宋仁成,陈勋

《中国生物医学工程学报》

2024

非规律运动伪迹干扰鲁棒的人脸视频心率检测

成娟,殷辰楚,宋仁成,付静,刘羽

《中国图象图形学报》

2024

TransSea: Hybrid CNN–Transformer With Semantic Awareness for 3-D Brain Tumor Segmentation

Yu Liu, Yize Ma, Zhi-Qin Zhu, Juan Cheng, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2024

Video-Based Respiration Rate Measurement With Adaptive Filtering and Quality-Guided Pulse Selection

Ren-Cheng Song, Wei Zhao, Juan Cheng, Chang Li, Xue-Zhi Yang

IEEE Transactions on Instrumentation and Measurement

2024

Facial video-based heart rate measurement against irregular motion artifacts

Juan Cheng, Chen Yin, Ren-Cheng Song, Jing Fu, Yu Liu

Journal of Image and Graphics

2024

MM-Net: A MixFormer-Based Multi-Scale Network for Anatomical and Functional Image Fusion

Yu Liu, Chen Yu, Juan Cheng, Z. Wang, Xun Chen

IEEE Transactions on Image Processing

2024

Rethinking the Effectiveness of Objective Evaluation Metrics in Multi-Focus Image Fusion: A Statistic-Based Approach

Yu Liu, Zhengzheng Qi, Juan Cheng, Xun Chen

IEEE Transactions on Pattern Analysis and Machine Intelligence

2024

VDMUFusion: A Versatile Diffusion Model-Based Unsupervised Framework for Image Fusion

Yu Shi, Yu Liu, Juan Cheng, Z. Wang, Xun Chen

IEEE Transactions on Image Processing

2023

模型和盲源分离融合的运动鲁棒视频心率检测

成娟,武梦影,宋仁成,刘羽,陈勋

《仪器仪表学报》

2023

Uncertainty Quantification for Deep Learning-Based Remote Photoplethysmography

Ren-Cheng Song, Han Wang, Hao-Jie Xia, Juan Cheng, Chang Li, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2023

Non-contact human respiratory rate measurement based on two-level fusions of video and fmcw radar information

Ren-Cheng Song, Cong Ren, Juan Cheng, Chang Li, Xuezhi Yang

Measurement

2023

Motion-Robust Respiratory Rate Estimation From Camera Videos via Fusing Pixel Movement and Pixel Intensity Information

Juan Cheng, Runqing Liu, Jiajie Li, Ren-Cheng Song, Yu Liu, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2023

MSCAF-Net: A General Framework for Camouflaged Object Detection via Learning Multi-Scale Context-Aware Features

Yu Liu, Haihan Li, Juan Cheng, Xun Chen

IEEE transactions on circuits and systems for video technology (Print)

2023

CCSR-Net: Unfolding Coupled Convolutional Sparse Representation for Multi-focus Image Fusion

Kecheng Zheng, Juan Cheng, Yu Liu

Chinese Conference on Pattern Recognition and Computer Vision

2023

Motion-robust anterior-posterior imaging ballistocardiography for non-contact heart rate measurements

Juan Cheng, Bicheng Yue, Ren-Cheng Song, Yu Liu, Chang Li, Xun Chen

Biomedical Signal Processing and Control

2023

TC-Net: A Transformer Capsule Network for EEG-based emotion recognition

Yi Wei, Yu Liu, Chang Li, Juan Cheng, Ren-Cheng Song, Xun Chen

Comput. Biol. Medicine

2023

FaFCNN: A General Disease Classification Framework Based on Feature Fusion Neural Networks

Menglin Kong, Shaojie Zhao, Juan Cheng, Xing-Quan Li, Ri Su, Mu-Zhou Hou, Cong Cao

IEEE International Conference on Systems, Man and Cybernetics

2023

EEG-Based Emotion Recognition via Neural Architecture Search

Chang Li, Zhong-Xia Zhang, Ren-Cheng Song, Juan Cheng, Yu Liu, Xun Chen

IEEE Transactions on Affective Computing

2023

Multi-Exposure Image Fusion via Multi-Scale and Context-Aware Feature Learning

Yu Liu, Zhigang Yang, Juan Cheng, Xun Chen

IEEE Signal Processing Letters

2023

EEG-Based Emotion Recognition via Channel-Wise Attention and Self Attention

Wei Tao, Chang Li, Ren-Cheng Song, Juan Cheng, Yu Liu, Feng Wan, Xun Chen

IEEE Transactions on Affective Computing

2023

Multi-modal MR image super-resolution with residual dense attention network

Yu Liu, Wen-Yue Zhu, Juan Cheng, Xun Chen

Journal of Image and Graphics

2023

Spatio-temporal deep forest for emotion recognition based on facial electromyography signals

Mu-Hua Xu, Juan Cheng, Chang Li, Yu Liu, Xun Chen

Comput. Biol. Medicine

2022

EEG-Based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning

Chang Li, Xue-Qian Lin, Yu Liu, Ren-Cheng Song, Juan Cheng, Xun Chen

IEEE Sensors Journal

2022

Multimodal MRI Volumetric Data Fusion With Convolutional Neural Networks

Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Chang Li, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2022

Glioma Segmentation-Oriented Multi-Modal MR Image Fusion With Adversarial Learning

Yu Liu, Yu Shi, Fuhao Mu, Juan Cheng, Xun Chen

IEEE CAA J. Autom. Sinica

2022

Emotion recognition from EEG based on multi-task learning with capsule network and attention mechanism

Chang Li, Bin Wang, Shenmin Zhang, Yu Liu, Ren-Cheng Song, Juan Cheng, Xun Chen

Comput. Biol. Medicine

2022

Video-Based Heart Rate Measurement Against Uneven Illuminations Using Multivariate Singular Spectrum Analysis

Ren-Cheng Song, Xiaoxu Sun, Juan Cheng, Xuezhi Yang, Xun Chen

IEEE Signal Processing Letters

2022

Superpixel-Based Noise-Robust Sparse Unmixing of Hyperspectral Image

Chang Li, Chen-Hong Sui, Ren-Cheng Song, Juan Cheng, Yu Liu, Xun Chen

IEEE Geoscience and Remote Sensing Letters

2022

Bi-CapsNet: A Binary Capsule Network for EEG-Based Emotion Recognition

Yu Liu, Yi Wei, Chang Li, Juan Cheng, Ren-Cheng Song, Xun Chen

IEEE journal of biomedical and health informatics

2022

Brain tumor segmentation in multimodal MRI via pixel-level and feature-level image fusion

Yu Liu, Fuhao Mu, Yu Shi, Juan Cheng, Chang Li, Xun Chen

Frontiers in Neuroscience

2022

Multi-channel EEG-based emotion recognition in the presence of noisy labels

Chang Li, Yi-Meng Hou, Ren-Cheng Song, Juan Cheng, Yu Liu, Xun Chen

Science China Information Sciences

2021

基于多区域分析的非接触式热红外视频心率检测方法

陆磊,成娟

《生物医学工程研究》

2021

Remote Photoplethysmography With an EEMD-MCCA Method Robust Against Spatially Uneven Illuminations

Ren-Cheng Song, Jiji Li, Min-Da Wang, Juan Cheng, Chang Li, Xun Chen

IEEE Sensors Journal

2021

Multiscale Feature Interactive Network for Multifocus Image Fusion

Yu Liu, Lei Wang, Juan Cheng, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2021

Motion Robust Imaging Ballistocardiography Through a Two-Step Canonical Correlation Analysis

Ren-Cheng Song, Jiji Li, Juan Cheng, Chang Li, Yu Liu, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2021

Remote Heart Rate Measurement From Near-Infrared Videos Based on Joint Blind Source Separation With Delay-Coordinate Transformation

Juan Cheng, Ping Wang, Ren-Cheng Song, Yu Liu, Chang Li, Yong Liu, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2021

Multiuser gesture recognition using sEMG signals via canonical correlation analysis and optimal transport

Bo Xue, Le Wu, Kun Wang, Xu Zhang, Juan Cheng, Xiang Chen, Xun Chen

Comput. Biol. Medicine

2021

Green Fluorescent Protein and Phase Contrast Image Fusion Via Detail Preserving Cross Network

Wei Tang, Yu Liu, Juan Cheng, Chang Li, Xun Chen

IEEE Transactions on Computational Imaging

2021

Constrained independent vector extraction of quasi-periodic signals from multiple data sets

Ren-Cheng Song, Guo-Ping Wang, Juan Cheng, Aiping Liu, Chang Li, Xun Chen

Signal Processing

2021

Prediction of arterial blood pressure waveforms from photoplethysmogram signals via fully convolutional neural networks

Juan Cheng, Yufei Xu, Ren-Cheng Song, Yu Liu, Chang Li, Xun Chen

Comput. Biol. Medicine

2020

ReMAE: User-Friendly Toolbox for Removing Muscle Artifacts From EEG

Xun Chen, Qingze Liu, Wei Tao, Luchang Li, Soojin Lee, Aiping Liu, Qiang Chen, Juan Cheng, M. McKeown, Z. Wang

IEEE Transactions on Instrumentation and Measurement

2020

Heart Rate Estimation From Facial Videos Using a Spatiotemporal Representation With Convolutional Neural Networks

Ren-Cheng Song, Senle Zhang, Chang Li, Yunfei Zhang, Juan Cheng, Xun Chen

IEEE Transactions on Instrumentation and Measurement

2020

Exploring the feasibility of seamless remote heart rate measurement using multiple synchronized cameras

Juan Cheng, Xing-Mao Wang, Ren-Cheng Song, Yu Liu, Chang Li, Xun Chen

Multimedia tools and applications

2020

Multi-focus image fusion: A Survey of the state of the art

Yu Liu, Lei Wang, Juan Cheng, Chang Li, Xun Chen

Information Fusion

2020

Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network

Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Ren-Cheng Song, Feng Wan, Xun Chen

Comput. Biol. Medicine

2020

Emotion Recognition From Multi-Channel EEG via Deep Forest

Juan Cheng, Mei Chen, Chang Li, Yu Liu, Ren-Cheng Song, Aiping Liu, Xun Chen

IEEE journal of biomedical and health informatics

2020

PulseGAN: Learning to Generate Realistic Pulse Waveforms in Remote Photoplethysmography

Ren-Cheng Song, Huan Chen, Juan Cheng, Chang Li, Yu Liu, Xun Chen

IEEE journal of biomedical and health informatics

2020

Chinese Sign Language Recognition Based on DTW-Distance-Mapping Features

Juan Cheng, Fu-Lin Wei, Yu Liu, Chang Li, Qiang Chen, Xun Chen

Mathematical Problems in Engineering

2020

Sparse unmixing of hyperspectral data with bandwise model

Chang Li, Yu Liu, Juan Cheng, Ren-Cheng Song, Jia-Yi Ma, Chen-Hong Sui, Xun Chen

Information Sciences

2020

A phase congruency‐based green fluorescent protein and phase contrast image fusion method in nonsubsampled shearlet transform domain

Wei Tang, Y. Liu, Juan Cheng, Chang Li, Hu Peng, Xun Chen

Microscopy research and technique (Print)

2020

A practical PET/CT data visualization method with dual-threshold PET colorization and image fusion

Yu Liu, Chao Zhang, Chang Li, Juan Cheng, Ya-Dong Zhang, Huiqin Xu, Tao Song, Liang Zhao, Xun Chen

Comput. Biol. Medicine

2019

Video-Based Heart Rate Measurement: Recent Advances and Future Prospects

Xun Chen, Juan Cheng, Ren-Cheng Song, Yu Liu, R. Ward, Z. Wang

IEEE Transactions on Instrumentation and Measurement

2019

A multi-scale data fusion framework for bone age assessment with convolutional neural networks

Yu Liu, Chao Zhang, Juan Cheng, Xun Chen, Z. Wang

Comput. Biol. Medicine

2019

A feasibility study of a video-based heart rate estimation method with convolutional neural networks

Senle Zhang, Ren-Cheng Song, Juan Cheng, Yunfei Zhang, Xun Chen

2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)

2019

Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks

Wei Tang, Yu Liu, Chao Zhang, Juan Cheng, Hu Peng, Xun Chen

Comput. Math. Methods Medicine

2019

A Robust Algorithm for Multichannel Eeg Compressed Sensing with Mixed Noise

Wei Tao, Chang Li, Juan Cheng

IEEE Global Conference on Signal and Information Processing

2019

Remove Diverse Artifacts Simultaneously From a Single-Channel EEG Based on SSA and ICA: A Semi-Simulated Study

Juan Cheng, Luchang Li, Chang Li, Yu Liu, Aiping Liu, Ruo-Bing Qian, Xun Chen

IEEE Access

2019

Robust Multichannel EEG Compressed Sensing in the Presence of Mixed Noise

Chang Li, Wei Tao, Juan Cheng, Yü Liu, Xun Chen

IEEE Sensors Journal

2019

New insights on super-high resolution for video-based heart rate estimation with a semi-blind source separation method

Rencheng Song, Senle Zhang, Juan Cheng, Chang Li, Xun Chen

Computers in Biology and Medicine

2018

Hyperspectral Unmixing with Bandwise Generalized Bilinear Model

Chang Li, Yu Liu, Juan Cheng, Ren-Cheng Song, Hu Peng, Qiang Chen, Xun Chen

Remote Sensing

2018

Position-independent gesture recognition using sEMG signals via canonical correlation analysis

Juan Cheng, Fu-Lin Wei, Chang Li, Yu Liu, Aiping Liu, Xun Chen

Comput. Biol. Medicine

2017

Infrared and visible image fusion with convolutional neural networks

Yu Liu, Xun Chen, Juan Cheng, Hu Peng, Zeng-Fu Wang

Int. J. Wavelets Multiresolution Inf. Process.

2017

Illumination Variation-Resistant Video-Based Heart Rate Measurement Using Joint Blind Source Separation and Ensemble Empirical Mode Decomposition

Juan Cheng, Xun Chen, Lingxi Xu, Z. Wang

IEEE journal of biomedical and health informatics

2017

A medical image fusion method based on convolutional neural networks

Yu Liu, Xun Chen, Juan Cheng, Hu Peng

Fusion

2017

Opacity specification based on visibility ratio and occlusion vector in direct volume rendering

Luchang Li, Hu Peng, Xun Chen, Juan Cheng, Dayong Gao

Biomedical Signal Processing and Control

2016

基于样本熵的肌电信号起始点检测研究

成娟,陈勋,彭虎

《电子学报》

2016

基于双线性模型的动作肌电信号用户无关识别研究

成娟,陈勋,彭虎

《中国生物医学工程学报》

2016

Visualization of boundaries in volumetric data sets through a what material you pick is what boundary you see approach

Luchang Li, Hu Peng, Xun Chen, Juan Cheng, Dayong Gao

Comput. Methods Programs Biomed.

2016

双線形モデルに基づく動作筋電図信号ユーザの認識に関する研究【JST・京大機械翻訳】

Juan Cheng, Xun Chen, Hu Peng

2016

Visualization of boundaries in CT volumetric data sets using dynamic M-|∇f| histogram

Luchang Li, Hu Peng, Xun Chen, Juan Cheng, Dayong Gao

Comput. Biol. Medicine

2016

Illumination variation interference suppression in remote PPG using PLS and MEMD

Liangting Xu, Juan Cheng, Xipu Chen

Electronics Letters

2015

A Novel Phonology- and Radical-Coded Chinese Sign Language Recognition Framework Using Accelerometer and Surface Electromyography Sensors

Juan Cheng, Xun Chen, Aiping Liu, Hu Peng

Italian National Conference on Sensors

2013

基于表面肌电和加速度信号融合的动作识别和人体行为分析研究

成娟

《中国科学技术大学》

2013

A framework for daily activity monitoring and fall detection based on surface electromyography and accelerometer signals.

Juan Cheng, Xiang Chen, M. Shen

IEEE journal of biomedical and health informatics

2012

Surface electromyography and acceleration based Sign Language Recognition using Hidden Conditional Random Fields

D. Ma, Xiang Chen, Yun Li, Juan Cheng, Yun-Cong Ma

IEEE-EMBS Conference on Biomedical Engineering and Sciences

2011

基于表面肌电信号的手指按键动作识别研究

成娟,陈香,路知远,张旭,赵章琰

《生物医学工程学杂志》

2011

[Research on finger key-press gesture recognition based on surface electromyographic signals].

Juan Cheng, Xiang Chen, Zhi-Yuan Lu, Xu Zhang, Zhangyan Zhao

Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi

2010

基于表面肌电信号对中国手语识别的探索与动作规范

李云,陈香,张旭,成娟,杨基海

《航天医学与医学工程》

2010

Key-press gestures recognition and interaction based on SEMG signals

Juan Cheng, Xiang Chen, Zhi-Yuan Lu, Kong-Qiao Wang, M. Shen

ICMI-MLMI '10

Computers in Biology and Medicine

Yu Liu, Yufeng Ding, Chang Li, Juan Cheng, Ren-Cheng Song, Feng Wan, Xun Chen

MiFAD: A multimodal image fusion-assisted diagnosis framework for early Alzheimer’s disease

Xin-Zhuang Zhao, Yu Shi, Shuai Yuan, Juan Cheng, Yu Liu

Information Fusion

预印本

2026

CRT-HMAR: Causal Requirement Tracing-Guided Hierarchical Multi-Agent Regulation for Open-Task-Aware Infrared-Visible Image Fusion

Zengyi Yang, Shuai Yuan, Zhong-Cheng Wu, Juan Cheng, Huafeng Li, Yu Liu

arXiv preprint

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