成果/Result
- A multimodal transformer to fuse images and metadata for skin disease classification被引量：110收藏
- 作者：Cai, Gan Zhu, Yu Wu, Yue Jiang, Xiaoben Ye, Jiongyao Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：VISUAL COMPUTER 2023
- 关键词：Skin disease Deep learning Transformer Multimodal fusion Attention
- Embedding color watermarks in color images based on Schur decomposition被引量：60收藏
- 作者：Su, Qingtang Niu, Yugang Liu, Xianxi Zhu, Yu
- 机构：E China Univ Sci & Technol;Lu Dong Univ;Shandong Agr Univ
- 来源：OPTICS COMMUNICATIONS 2012
- 关键词：Image watermarking Color image watermark Schur decomposition Blind extraction
- TD-Net: Trans-Deformer network for automatic pancreas segmentation被引量：40收藏
- 作者：Dai, Shunbo Zhu, Yu Jiang, Xiaoben Yu, Fuli Lin, Jiajun Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：NEUROCOMPUTING 2023
- 关键词：Pancreas segmentation Deformable convolution Vision transformer Wavelet decomposition Deep supervision
- Hierarchical CNN-based real-time fatigue detection system by visual-based technologies using MSP model被引量：39收藏
- 作者：Gu, Wang Huan Zhu, Yu Chen, Xu Dong He, Lin Fei Zheng, Bing Bing
- 机构：East China Univ Sci & Technol
- 来源：IET IMAGE PROCESSING 2018
- 关键词：face recognition learning (artificial intelligence) image resolution object detection computer vision neural nets cameras feature extraction pre-trained network multitask CNN face detection eye mouth regions mouth state detection MSP-Net multiresolution input images open mouth parameters real-time system hierarchical CNN-based real-time fatigue detection system visual-based technologies MSP model driver multitask hierarchical CNN scheme convolutional neural network model multiscale pooling
- MSD-Net: Multi-Scale Discriminative Network for COVID-19 Lung Infection Segmentation on CT被引量：38收藏
- 作者：Zheng, Bingbing Liu, Yaoqi Zhu, Yu Yu, Fuli Jiang, Tianjiao Yang, Dawei Xu, Tao
- 机构：East China Univ Sci & Technol;Qingdao Univ;Fudan Univ
- 来源：IEEE ACCESS 2020
- 关键词：Computed tomography Image segmentation Lung Machine learning Convolution Lesions Diseases COVID-19 CT deep learning MSD segmentation network
- MESTrans: Multi-scale embedding spatial transformer for medical image segmentation被引量：35收藏
- 作者：Liu, Yatong Zhu, Yu Xin, Ying Zhang, Yanan Yang, Dawei Xu, Tao
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Internet Things Resp Med;Qingdao Univ;Fudan Univ
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023
- 关键词：Computer-aided diagnosis COVID-19 Medical image segmentation Transformer
- TSRGAN: Real-world text image super-resolution based on adversarial learning and triplet attention被引量：32收藏
- 作者：Fang, Chuantao Zhu, Yu Liao, Lei Ling, Xiaofeng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2021
- 关键词：Text image super-resolution Adversarial learning Triplet attention Wavelet loss Scene text recognition
- Image analysis by generalized Chebyshev-Fourier and generalized pseudo-Jacobi-Fourier moments被引量：32收藏
- 作者：Zhu, Hongqing Yang, Yan Gui, Zhiguo Zhu, Yu Chen, Zhihua
- 机构：E China Univ Sci & Technol;North Univ China
- 来源：PATTERN RECOGNITION 2016
- 关键词：Generalized radial polynomial Jacobi polynomial Recurrence relation Rotation invariant Chebyshev-Fourier moment Pseudo Jacobi-Fourier moment
- A blind dual color images watermarking based on IWT and state coding被引量：30收藏
- 作者：Su, Qingtang Niu, Yugang Liu, Xianxi Zhu, Yu
- 机构：E China Univ Sci & Technol;Lu Dong Univ;Shandong Agr Univ
- 来源：OPTICS COMMUNICATIONS 2012
- 关键词：Color image Blind watermarking State code Integer Wavelet Transform
- Learning multi -level domain invariant features for sketch re -identification被引量：29收藏
- 作者：Gui, Shaojun Zhu, Yu Qin, Xiangxiang Ling, Xiaofeng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Drawing (graphics)
- Local attention and long-distance interaction of rPPG for deepfake detection被引量：28收藏
- 作者：Wu, Jiahui Zhu, Yu Jiang, Xiaoben Liu, Yatong Lin, Jiajun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：VISUAL COMPUTER 2024
- 关键词：Digital video forensics Deepfake PPG CNN
- MXT: A New Variant of Pyramid Vision Transformer for Multi-label Chest X-ray Image Classification被引量：22收藏
- 作者：Jiang, Xiaoben Zhu, Yu Cai, Gan Zheng, Bingbing Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：COGNITIVE COMPUTATION 2022
- 关键词：Chest X-ray image Multi-label classification Transformer Self-attention
- FERGCN: facial expression recognition based on graph convolution network被引量：19收藏
- 作者：Liao, Lei Zhu, Yu Zheng, Bingbing Jiang, Xiaoben Lin, Jiajun
- 机构：East China Univ Sci & Technol;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：MACHINE VISION AND APPLICATIONS 2022
- 关键词：Expression recognition Graph convolutional network Deep learning In-the-wild data
- 3D multi-scale discriminative network with multi-directional edge loss for prostate zonal segmentation in bi-parametric MR images被引量：17收藏
- 作者：Qin, Xiangxiang Zhu, Yu Wang, Wei Gui, Shaojun Zheng, Bingbing Wang, Peijun
- 机构：East China Univ Sci & Technol;Tongji Univ
- 来源：NEUROCOMPUTING 2020
- 关键词：Bi-parametric MR images Prostate zonal segmentation 3D multi-scale discriminative network Multi-directional edge loss
- SMIFormer: Learning Spatial Feature Representation for 3D Object Detection from 4D Imaging Radar via Multi-View Interactive Transformers被引量：17收藏
- 作者：Shi, Weigang Zhu, Ziming Zhang, Kezhi Chen, Huanlei Yu, Zhuoping Zhu, Yu
- 机构：Tongji Univ;East China Univ Sci & Technol;Shanghai Motor Vehicle Inspect Certificat & Tech I
- 来源：SENSORS 2023
- 关键词：4D imaging radar point cloud 3D object detection voxel feature decoupling multi-view feature interaction deep learning autonomous driving
- FDTNet: Enhancing frequency-aware representation for prohibited object detection from X-ray images via dual-stream transformers被引量：14收藏
- 作者：Zhu, Ziming Zhu, Yu Wang, Haoran Wang, Nan Ye, Jiongyao Ling, Xiaofeng
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Prohibited object detection X-ray image Frequency feature perception Dual-stream network Attention module
- TransDD: A transformer-based dual-path decoder for improving the performance of thoracic diseases classification using chest X-ray被引量：13收藏
- 作者：Jiang, Xiaoben Zhu, Yu Liu, Yatong Cai, Gan Fang, Hao
- 机构：East China Univ Sci & Technol;Shanghai Geriatr Med Ctr;Fudan Univ
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2024
- 关键词：Chest X-ray image Dual-path decoder Thoracic diseases classification Classification attention block
- MC-DC: An MLP-CNN Based Dual-path Complementary Network for Medical Image Segmentation被引量：13收藏
- 作者：Jiang, Xiaoben Zhu, Yu Liu, Yatong Wang, Nan Yi, Lei
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2023
- 关键词：MLP-CNN based dual-path complementary network dual-path complementarymodule cross-scale global feature fusion module cross-scale local feature fusion module efficient mask feature fusion module medical image segmentation
- Cross-Domain Attention and Center Loss for Sketch Re-Identification被引量：13收藏
- 作者：Zhu, Fengyao Zhu, Yu Jiang, Xiaoben Ye, Jiongyao
- 机构：East China Univ Sci & Technol;Shanghai Engineer & Technol Res Ctr Internet Thin
- 来源：IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2022
- 关键词：Transformers Task analysis Face recognition Feature extraction Representation learning Image color analysis Cameras Sketch re-identification cross-domain attention domain-invariant feature center loss
- Pulmonary nodule risk classification in adenocarcinoma from CT images using deep CNN with scale transfer module被引量：13收藏
- 作者：Zheng, Jie Yang, Dawei Zhu, Yu Gu, Wanghuan Zheng, Bingbing Bai, Chunxue Zhao, Lin Shi, Hongcheng Hu, Jie Lu, Shaohua Shi, Weibing Wang, Ningfang
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Resp Res Inst;Jining Med Univ;Fudan Univ
- 来源：IET IMAGE PROCESSING 2020
- 关键词：lung learning (artificial intelligence) cancer biological organs medical image processing image classification patient diagnosis neural nets feature extraction computerised tomography pulmonary nodule risk classification CT images deep CNN scale transfer module lung cancer clinical treatment decision early diagnosis lung adenocarcinoma imaging studies deep convolutional neural network named STM-Net different resolution images computed tomography database Zhongshan Hospital Fudan University lung adenocarcinomas risk minimally invasive adenocarcinoma authors risk stage prediction classification accuracy pulmonary nodules classification physicians diagnosis pulmonary nodules risk classification early-stage
- MdaNet: Multimodal difference aware network for brain stroke segmentation被引量：12收藏
- 作者：Zhang, Kezhi Zhu, Yu Li, Hangyu Zeng, Zeyan Liu, Yatong Zhang, Yuhao
- 机构：East China Univ Sci & Technol;Fudan Univ;Natl Clin Res Ctr Intervent Med;Shanghai Clin Res Ctr Intervent Med
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2024
- 关键词：Computer-aided diagnosis Brain stroke Medical image segmentation Deep learning
- Images denoising for COVID-19 chest X-ray based on multi-resolution parallel residual CNN被引量：12收藏
- 作者：Jiang, Xiaoben Zhu, Yu Zheng, Bingbing Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ
- 来源：MACHINE VISION AND APPLICATIONS 2021
- 关键词：COVID-19 CXR images denoising Multi-resolution Residual CNN
- Quantitative CT analysis of pulmonary nodules for lung adenocarcinoma risk classification based on an exponential weighted grey scale angular density distribution feature被引量：11收藏
- 作者：Le, Vanbang Yang, Dawei Zhu, Yu Zheng, Bingbing Bai, Chunxue Shi, Hongcheng Hu, Jie Zhai, Changwen Lu, Shaohua
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Resp Res Inst;Fudan Univ;Fudan Univ
- 来源：COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2018
- 关键词：Lung nodule classification K-means Exponential weighted Reference map Angular histogram
- A multi-class COVID-19 segmentation network with pyramid attention and edge loss in CT images被引量：11收藏
- 作者：Yu, Fuli Zhu, Yu Qin, Xiangxiang Xin, Ying Yang, Dawei Xu, Tao
- 机构：East China Univ Sci & Technol;Affiliated Hosp Qingdao Univ;Fudan Univ;Affiliated Hosp Qingdao Univ
- 来源：IET IMAGE PROCESSING 2021
- 关键词：Image segmentation - Diagnosis - Computerized tomography - Medical imaging - Image enhancement
- 3D gray density coding feature for benign-malignant pulmonary nodule classification on chest CT被引量：10收藏
- 作者：Zheng, BingBing Yang, Dawei Zhu, Yu Liu, Yatong Hu, Jie Bai, Chunxue
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：MEDICAL PHYSICS 2021
- 关键词：3d gray density coding feature benign-malignant classification geometric features pulmonary nodules random forest
- Dynamic facial expression recognition based on spatial key-points optimized region feature fusion and temporal self-attention被引量：10收藏
- 作者：Huang, Zhiwei Zhu, Yu Li, Hangyu Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2024
- 关键词：Dynamic facial expression recognition Spatial feature fusion Graph convolution network Self-attention
- FPGA-based 1D-CNN accelerator for real-time arrhythmia classification被引量：10收藏
- 作者：Liu, Zheming Ling, Xiaofeng Zhu, Yu Wang, Nan
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF REAL-TIME IMAGE PROCESSING 2025
- 关键词：Wearable edge devices Convolutional neural network Arrhythmia classification Real-time Resource efficiency
- Perceiving Multiple Representations for scene text image super-resolution guided by text recognizer被引量：7收藏
- 作者：Shi, Qin Zhu, Yu Liu, Yatong Ye, Jiongyao Yang, Dawei
- 机构：East China Univ Sci & Technol;Fudan Univ;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med
- 来源：ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE 2023
- 关键词：Scene text image super-resolution Scene text recognition Contextual information Visual features Frequency domain learning
- COVID-19 lesion discrimination and localization network based on multi-receptive field attention module on CT images被引量：7收藏
- 作者：Ma, Xia Zheng, Bingbing Zhu, Yu Yu, Fuli Zhang, Rixin Chen, Budong
- 机构：Third Hosp Shanxi Med Univ;East China Univ Sci & Technol;First Hosp Shanxi Med Univ;Beijing Ditan Hosp Capital Med Univ
- 来源：OPTIK 2021
- 关键词：Auxiliary diagnosis Attention COVID-19 Deep learning
- An optimized optical-flow-based method for quantitative tracking of ultrasound-guided right diaphragm deformation被引量：7收藏
- 作者：Zhang, Qi Yang, Dawei Zhu, Yu Liu, Yatong Ye, Xiong
- 机构：East China Univ Sci & Technol;Fudan Univ;Shanghai Engn Res Ctr Internet Things Resp Med;Shanghai Univ Med & Hlth Sci
- 来源：BMC MEDICAL IMAGING 2023
- 关键词：Diaphragm Optical flow Ultrasound Strain Deformation
