成果/Result
- Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition被引量：73收藏
- 作者：Li, Guangqiang Chen, Ning Zhu, Hongqing Li, Jing Xu, Zhangyong Zhu, Zhiying
- 机构： School of Information Science and Engineering
- 来源：Neural Networks 2025
- 关键词：Convolutional neural networks - Graph neural networks - Physiological models - Semantics - Signal modulation
- A conflict-free multi-modal fusion network with spatial reinforcement transformers for brain tumor segmentation被引量：51收藏
- 作者：Hu, Tianyun Zhu, Hongqing Wang, Ziying Chen, Ning Huang, Bingcang Lu, Weiping Wang, Ying
- 机构： School of Information Science and Engineering; Department of Radiology; Shanghai Health Commission Key Lab of Artificial Intelligence -Based Management of Inflammation and Chronic Diseases
- 来源：Computers in Biology and Medicine 2024
- 关键词：Encoding (symbols) - Image coding - Image fusion - Image segmentation - Magnetic resonance imaging - Network coding - Nuclear magnetic resonance
- Hybrid offline and self-knowledge distillation for acute ischemic stroke lesion segmentation from non-contrast CT scans被引量：47收藏
- 作者：Wang, Ziying Zhu, Hongqing Liu, Jiahao Chen, Ning Huang, Bingcang Lu, Weiping Wang, Ying
- 机构： School of Information Science and Engineering; Department of Radiology; Shanghai Health Commission Key Lab of Artificial Intelligence -Based Management of Inflammation and Chronic Diseases
- 来源：Computers in Biology and Medicine 2024
- 关键词：Brain mapping - Image segmentation - Majority logic - Personnel training - Students - Teaching
- Detecting the locus of auditory attention based on the spectro-spatial-temporal analysis of EEG被引量：33收藏
- 作者：Jiang, Yifan Chen, Ning Jin, Jing
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF NEURAL ENGINEERING 2022
- 关键词：auditory attention decoding (AAD) EEG differential entropy (DE) ConvLSTM spectro-spatial-temporal feature
- Incongruity-aware multimodal physiology signals fusion for emotion recognition被引量：33收藏
- 作者：Li, Jing Chen, Ning Zhu, Hongqing Li, Guangqiang Xu, Zhangyong Chen, Dingxin
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION FUSION 2024
- 关键词：Emotion recognition Multi-modal fusion Physiological signal incongruity Cross-Modal Transformer (CMT) Self-Attention Transformer (SAT) Low Rank Fusion (LRF)
- Adaptive Evidential Fusion of Light–Dark Features With Multi-Scan Mamba for Automated Macular Edema Diagnosis被引量：31收藏
- 作者：Zhang, Yiming Zhu, Hongqing Qian, Tianwei Hou, Tong Chen, Ning Xu, Xun Huang, Bingcang
- 机构： School of Information Science and Engineering; Department of Ophthalmology; Department of Radiology
- 来源：International Journal of Imaging Systems and Technology 2026
- 关键词：Automation - Color photography - Decision making - Decision theory - Deep learning - Diagnosis - Information fusion - Learning systems - Medical imaging - Ophthalmology
- Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation被引量：28收藏
- 作者：Liu, Zhonghua Wang, Shijun Chen, Ning
- 机构： East China University of Science and Technology; University of St.Gallen
- 来源：Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH 2023
- 关键词：Speech communication - Tuning
- Semi-supervised EEG emotion recognition model based on enhanced graph fusion and GCN被引量：27收藏
- 作者：Li, Guangqiang Chen, Ning Jin, Jing
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF NEURAL ENGINEERING 2022
- 关键词：EEG emotion recognition Graph Convolutional Network (GCN) graph fusion network enhancement
- Improved monaural speech segregation based on computational auditory scene analysis被引量：23收藏
- 作者：Wang Yu Lin Jiajun Chen Ning Yuan Wenhao
- 机构：E China Univ Sci & Technol
- 来源：EURASIP JOURNAL ON AUDIO SPEECH AND MUSIC PROCESSING 2013
- 关键词：Speech segregation Computational Auditory Scene Analysis (CASA) Threshold selection Morphological image processing
- An information hiding algorithm for speech perceptual hashing authentication system in G.729 bitstream被引量：20收藏
- 作者：Zhang, Qiu-Yu Yu, Shuang Chen, Ning Hu, Wen-Jin Qiao, Si-Bin
- 机构： School of Computer and Communication; School of Information Science and Technology
- 来源：Journal of Information Hiding and Multimedia Signal Processing 2016
- 关键词：Binary sequences - Efficiency - Authentication - Codes (symbols)
- Face recognition based on dictionary learning and kernel sparse representation classifier被引量：16收藏
- 作者：Cao, Ling Zhu, Yu Chen, Ning Xiao, Yuling
- 机构： Dept. School of Information Science and Engineering; Dept. Henan Chemical Industry
- 来源：Proceedings - 2014 7th International Congress on Image and Signal Processing, CISP 2014 2014
- Combining CNN and Broad Learning for Music Classification被引量：15收藏
- 作者：Tang, Huan Chen, Ning
- 机构：East China Univ Sci & Technol
- 来源：IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS 2020
- 关键词：deep learning broad learning random convolutional neural network (RCNN) music classification
- Perceptual audio hashing algorithm based on Zernike moment and maximum-likelihood watermark detection被引量：15收藏
- 作者：Chen, Ning Xiao, Hai-dong
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：DIGITAL SIGNAL PROCESSING 2013
- 关键词：Audio hashing algorithm Maximum-likelihood (ML) watermark detection Zernike moments
- Analysis of information propagation mechanism based on hierarchical temporal memory被引量：13收藏
- 作者：Xiao, Hai Dong Chen, Ning
- 机构： Shanghai Advanced Research Institute; Sino-Us Globe Logistics Institute; School of Information Science and Engineering
- 来源：Applied Mechanics and Materials 2014
- 关键词：Data fusion - Information dissemination - Chains
- The mitigation of heterogeneity in temporal scale among different cortical regions for EEG emotion recognition被引量：13收藏
- 作者：Xu, Zhangyong Chen, Ning Li, Guangqiang Li, Jing Zhu, Hongqing Zhu, Zhiying
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2025
- 关键词：Electroencephalogram (EEG) Emotion recognition Heterogeneity Neuroscience knowledge
- MSLTE: multiple self-supervised learning tasks for enhancing EEG emotion recognition被引量：12收藏
- 作者：Li, Guangqiang Chen, Ning Niu, Yixiang Xu, Zhangyong Dong, Yuxuan Jin, Jing Zhu, Hongqin
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF NEURAL ENGINEERING 2024
- 关键词：EEG emotion recognition mask-based self-supervised learning multi-task learning graph autoencoder weight sharing
- Performance Analysis of Dual-Hop Relaying With I/Q Imbalance and Additive Hardware Impairment被引量：12收藏
- 作者：Gao, Yan Chen, Yunfei Chen, Ning Zhang, Jie
- 机构：Nanjing Vocat Coll Informat Technol;East China Univ Sci & Technol;Univ Warwick;Univ Sheffield
- 来源：IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY 2020
- 关键词：Amplify-and-forward decode-and-forward detection hardware impairment outage probability
- Fusing similarity functions for cover song identification被引量：11收藏
- 作者：Chen, Ning Li, Wei Xiao, Haidong
- 机构：East China Univ Sci & Technol;Fudan Univ;Chinese Acad Sci
- 来源：MULTIMEDIA TOOLS AND APPLICATIONS 2018
- 关键词：Cover song identification (CSI) Qmax Dmax Similarity network fusion (SNF)
- Feature sparsity analysis for i-vector based speaker verification被引量：9收藏
- 作者：Li, Wei Fu, Tianfan You, Hanxu Zhu, Jie Chen, Ning
- 机构：Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ;E China Univ Sci & Technol
- 来源：SPEECH COMMUNICATION 2016
- 关键词：Speaker verification i-vector Total factor space Feature variability Adaptive first-order Baum-Welch statistics analysis (AFSA)
- 基于音频内容和歌词文本相似度融合的翻唱歌曲识别模型被引量：9收藏
- 作者：陈颖呈 陈宁
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2021
- 关键词：多模态 深度学习 相似度融合 翻唱歌曲识别
- 摘要：翻唱歌曲识别是音乐信息检索(Music Information Retrieval, MIR)领域最具挑战性的任务之一。为了提高翻唱歌曲识别(Cover Song Identification, CSI)的准确率,研究者...
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- Music-oriented auditory attention detection from electroencephalogram被引量：9收藏
- 作者：Niu, Yixiang Chen, Ning Zhu, Hongqing Jin, Jing Li, Guangqiang
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROSCIENCE LETTERS 2024
- 关键词：Auditory attention detection Electroencephalogram Audio feature fusion Common spatial pattern Structural similarity index
- 基于残差注意力U-Net结构的端到端歌声分离模型被引量：9收藏
- 作者：汪斌 陈宁
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2021
- 关键词：残差单元 注意力门控 Wave-U-Net RA-WaveUNet 歌声分离(SVS)
- 摘要：歌声分离是音乐信息检索领域最具挑战的任务之一,本文对基于Wave-U-Net的歌声分离模型进行了改进以增强其性能。首先,在Wave-U-Net的编码和解码块中设计并引入了残差单元以增强其特征提取的有效性和训练效率;然后,...
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- New Approximate Distributions for the Generalized Likelihood Ratio Test Detection in Passive Radar被引量：9收藏
- 作者：Chen, Yunfei Wu, Yue Chen, Ning Feng, Wei Zhang, Jie
- 机构：East China Univ Sci & Technol;Univ Warwick;Peng Cheng Lab;Tsinghua Univ;Univ Sheffield
- 来源：IEEE SIGNAL PROCESSING LETTERS 2019
- 关键词：Approximations generalized likelihood ratio test target detection passive radar
- Cochlear pitch class profile for cover song identification被引量：9收藏
- 作者：Chen, Ning Downie, J. Stephen Xiao, Hai-dong Zhu, Yu
- 机构：E China Univ Sci & Technol;Univ Illinois;Shanghai Jiao Tong Univ
- 来源：APPLIED ACOUSTICS 2015
- 关键词：Audio matching Cochlear pitch class profile (CPCP) Pop cover song identification
- Length Uncertainty-Aware Graph Contrastive Fusion Network for multimodal physiological signal emotion recognition被引量：9收藏
- 作者：Li, Guangqiang Chen, Ning Zhu, Hongqing Li, Jing Xu, Zhangyong Zhu, Zhiying
- 机构：East China Univ Sci & Technol
- 来源：NEURAL NETWORKS 2025
- 关键词：Multimodal emotion recognition Physiological signal uncertainty Unimodal bias Graph contrastive fusion Uncertainty-aware graph Transitive contrastive learning
- A robust voice activity detection method based on speech enhancement被引量：9收藏
- 作者：Bao, Xulei Zhu, Jie Chen, Ning
- 机构： Department of Electronic Engineering; School of Information Science and Engineering
- 来源：IET Conference Publications 2013
- 关键词：Time domain analysis - Power spectrum - Signal to noise ratio - Spectrum analysis - Mean square error - Speech recognition
- Robust audio hashing scheme based on cochleagram and cross recurrence analysis被引量：8收藏
- 作者：Chen, N. Xiao, H. D. Zhu, J. Lin, J. J. Wang, Y. Yuan, W. H.
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ;Shanghai Jiao Tong Univ
- 来源：ELECTRONICS LETTERS 2013
- 关键词：Computer vision - Speech processing
- Similarity fusion scheme for cover song identification被引量：7收藏
- 作者：Chen, Ning Xiao, Hai-dong
- 机构：E China Univ Sci & Technol;Chinese Acad Sci
- 来源：ELECTRONICS LETTERS 2016
- 一种有效的车辆跟踪算法与异常车辆检测被引量：7收藏
- 作者：陈聪 朱煜 肖玉玲 陈宁
- 机构：华东理工大学信息科学与工程学院;河南工业大学化学工业职业学院
- 来源：《华东理工大学学报（自然科学版）》 2015
- 关键词：背景减除法 光流法 车辆跟踪 异常车辆检测
- 摘要：交通监控视频中车辆检测、跟踪与车型判别是智能交通监控系统的重要组成部分。本文运用W4背景减除法和光流法相结合的技术进行车辆检测。利用区域滤波和空洞填充方法提高目标检测精度。采用质心距离约束和目标大小约束条件实现目标区域之...
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- 基于深度图像HOG特征的实时手势识别方法被引量：7收藏
- 作者：VanBang L E 朱煜 赵江坤 陈宁
- 机构：华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2015
- 关键词：Kinect 深度图像 HOG特征 SVM机器学习 手势识别
- 摘要：手势识别是模式识别领域的一个热点研究方向。提出了一种利用Kinect传感器深度图像进行手势分割的方法,并研究了基于灰度图像HOG特征的手势识别模型;深入研究了HOG特征,分析其特征向量特点,探讨了不同特征维数对训练机的影...
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