赵海涛 收藏
( 任职于 信息科学与工程学院自动化系)
博士，教授，博士生导师。主持和参与完成多项国家自然科学基金项目，国防基础科研项目，空军装备部项目，军口863项目，武器装备预研基金项目，上海市发改委科技攻关项目，上海市浦江人才计划项目等。发表学术论文50余篇，国家发明专利8项，国防专利1项，获上海市科技进步奖三等奖一项。长期从事模式识别和机器学习领域的教学和科研工作，研究工作主要包括特征提取与分析，分类器设计，增量学习，图像融合与图像识别，视觉场景重建与应用等。 ... 详细>>
- Sequential Fault Diagnosis Based on LSTM Neural Network被引量：227收藏
- 作者：Zhao, Haitao Sun, Shaoyuan Jin, Bo
- 机构：East China Univ Sci & Technol;Donghua Univ;East China Normal Univ
- 来源：IEEE ACCESS 2018
- 关键词：Process monitoring fault diagnosis recurrent neural network long short-term memory (LSTM) neural network.
- 质疑
- Supervised optimal locality preserving projection被引量：94收藏
- 作者：Wong, W. K. Zhao, H. T.
- 机构：Hong Kong Polytech Univ;E China Univ Sci & Technol
- 来源：PATTERN RECOGNITION 2012
- 关键词：Classification Feature extraction Dimensionality reduction Manifold learning
- 质疑
- A visual attention based ROI detection method for facial expression recognition被引量：86收藏
- 作者：Sun, Wenyun Zhao, Haitao Jin, Zhong
- 机构：Nanjing Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2018
- 关键词：Facial expression recognition Action unit Visual attention mechanism
- 质疑
- Semantic-Consistent Embedding for Zero-Shot Fault Diagnosis被引量：75收藏
- 作者：Hu, Zhengwei Zhao, Haitao Yao, Lujian Peng, Jingchao
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2023
- 关键词：Semantics Fault diagnosis Training Informatics Task analysis Loss measurement Knowledge based systems Barlow matrix fault diagnosis semantic-consistent embedding (SCE) zero-shot learning
- 质疑
- Attention-based context aggregation network for monocular depth estimation被引量：63收藏
- 作者：Chen, Yuru Zhao, Haitao Hu, Zhengwei Peng, Jingchao
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2021
- 关键词：Depth estimation Attention model Context aggregation Convolutional neural networks Deep learning
- 质疑
- Luminance Component Analysis for Exposure Correction被引量：54收藏
- 作者：Peng, Jingchao Bashford-Rogers, Thomas Chen, Jingkun Zhao, Haitao Hu, Zhengwei Debattista, Kurt
- 机构： East China University of Science and Technology; University of Warwick; University of Oxford; College of Information Engineering
- 来源：IEEE Transactions on Artificial Intelligence 2026
- 关键词：Color - Constrained optimization - Geometry - Luminance
- 质疑
- Attention-based context aggregation network for monocular depth estimation被引量：53收藏
- 作者：Chen, Yuru Zhao, Haitao Hu, Zhengwei
- 机构： School of Information Science and Engineering
- 来源：arXiv 2019
- 关键词：Arts computing - Convolution - Deep neural networks
- 质疑
- Dynamic fusion network for RGBT tracking被引量：51收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei
- 机构： Automation Department
- 来源：arXiv 2021
- 关键词：Cameras - Convolution
- 质疑
- HDRT: A Large-Scale Dataset for Infrared-Guided HDR Imaging被引量：51收藏
- 作者：Peng, Jingchao Bashford-Rogers, Thomas Banterle, Francesco Zhao, Haitao Debattista, Kurt
- 机构： Warwick Manufacturing Group; School of Information Science and Engineering; Institute of Information Science and Technologies
- 来源：arXiv 2024
- 关键词：Deep neural networks - Image enhancement - Laser beams - Lighting - Thermography (imaging)
- 质疑
- Hyperspectral Smoke Segmentation via Mixture of Prototypes被引量：46收藏
- 作者：Yao, Lujian Zhao, Haitao Kong, Xianghai Xu, Yuhan
- 机构： Automation Department
- 来源：arXiv 2026
- 关键词：Accident prevention - Artificial intelligence - Hyperspectral imaging - Image segmentation - Infrared imaging - Routers - Smoke
- 质疑
- IVFuseNet: Fusion of infrared and visible light images for depth prediction被引量：45收藏
- 作者：Li, Yuqi Zhao, Haitao Hu, Zhengwei Wang, Qianqian Chen, Yuru
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION FUSION 2020
- 关键词：Depth prediction Partially coupled filter Adaptive weighted fusion Visible image Infrared image
- 质疑
- Luminance Component Analysis for Exposure Correction被引量：43收藏
- 作者：Peng, Jingchao Bashford-Rogers, Thomas Chen, Jingkun Zhao, Haitao Hu, Zhengwei Debattista, Kurt
- 机构： WMG; School of Information Science and Technology; Institute of Biomedical Engineering
- 来源：arXiv 2024
- 关键词：Computational geometry - Constrained optimization - Hilbert spaces - Luminance - Shape optimization
- 质疑
- Dynamic Background Reconstruction via MAE for Infrared Small Target Detection被引量：42收藏
- 作者：Peng, Jingchao Zhao, Haitao Zhao, Kaijie Wang, Zhongze Yao, Lujian
- 机构： Automation Department
- 来源：arXiv 2023
- 关键词：Infrared imaging
- 质疑
- FoSp: Focus and Separation Network for Early Smoke Segmentation被引量：41收藏
- 作者：Yao, Lujian Zhao, Haitao Peng, Jingchao Wang, Zhongze Zhao, Kaijie
- 机构： Automation Department
- 来源：arXiv 2023
- 关键词：Image enhancement - Image segmentation - Machine learning
- 质疑
- Siamese infrared and visible light fusion network for RGB-T tracking被引量：41收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei Zhuang, Yi Wang, Bofan
- 机构： East China University of Science and Technology
- 来源：arXiv 2021
- 关键词：Benchmarking - Image fusion - Infrared imaging - Light - Tracking (position)
- 质疑
- CourtNet for Infrared Small-Target Detection被引量：40收藏
- 作者：Peng, Jingchao Zhao, Haitao Zhao, Kaijie Wang, Zhongze Yao, Lujian
- 机构： Automation Department
- 来源：arXiv 2022
- 关键词：Backpropagation - Clutter (information theory) - Law enforcement
- 质疑
- CapHDR2IR: Caption-Driven Transfer from Visible Light to Infrared Domain被引量：39收藏
- 作者：Peng, Jingchao Bashford-Rogers, Thomas Shao, Zhuang Zhao, Haitao Singh, Aru Ranjan Goswami, Abhishek Debattista, Kurt
- 机构： WMG; School of Information Science and Technology; School of Engineering
- 来源：arXiv 2024
- 关键词：Infrared detectors - Thermography (imaging) - Visual languages
- 质疑
- DRPN: Making CNN Dynamically Handle Scale Variation被引量：39收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei Zhao, Kaijie Wang, Zhongze
- 机构： East China University of Science and Technology
- 来源：arXiv 2021
- 关键词：Convolution - Large dataset - Parameterization
- 质疑
- Siamese infrared and visible light fusion network for RGB-T tracking被引量：37收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei Zhuang, Yi Wang, Bofan
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS 2023
- 关键词：Object tracking Deep learning Fusion tracking Siamese network
- 质疑
- Dynamic Fusion Network for RGBT Tracking被引量：37收藏
- 作者：Peng, Jingchao Zhao, Haitao Hu, Zhengwei
- 机构：East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2023
- 关键词：Object tracking fusion tracking dynamic convolution deep learning intelligent perception
- 质疑
- ODCR: Orthogonal Decoupling Contrastive Regularization for Unpaired Image Dehazing被引量：37收藏
- 作者：Wang, Zhongze Zhao, Haitao Peng, Jingchao Yao, Lujian Zhao, Kaijie
- 机构：East China Univ Sci & Technol
- 来源：2024 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR) 2024
- 质疑
- Neural component analysis for fault detection被引量：37收藏
- 作者：Zhao, Haitao
- 机构：East China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2018
- 关键词：Process monitoring Fault detection Feedforward neural network Autoencoder
- 质疑
- Global-and-local-structure-based neural network for fault detection被引量：37收藏
- 作者：Zhao, Haitao Lai, Zhihui Chen, Yudong
- 机构：East China Univ Sci & Technol;Shenzhen Univ;Shenzhen Univ;Shenzhen Univ
- 来源：NEURAL NETWORKS 2019
- 关键词：Statistical process monitoring Fault detection Feedforward neural network Principal component analysis Dimension reduction
- 质疑
- Neighborhood preserving neural network for fault detection被引量：36收藏
- 作者：Zhao, Haitao Lai, Zhihui
- 机构：East China Univ Sci & Technol;Shenzhen Univ
- 来源：NEURAL NETWORKS 2019
- 关键词：Statistical process monitoring Fault detection Feedforward neural network Neighborhood preserving embedding
- 质疑
- Graph dynamic autoencoder for fault detection被引量：35收藏
- 作者：Liu, Lu Zhao, Haitao Hu, Zhengwei
- 机构：East China Univ Sci & Technol
- 来源：CHEMICAL ENGINEERING SCIENCE 2022
- 关键词：Process monitoring Dynamic fault detection Graph convolution Autoencoder
- 质疑
- Fusion-Enhanced Feature Deblurring for 3d Single Object Tracking被引量：35收藏
- 作者：Zhuang, Yi Zhao, Haitao Zhao, Kaijie
- 机构： School of information Science and Engineering
- 来源：SSRN 2022
- 关键词：Image enhancement - Textures - Tracking (position)
- 质疑
- An efficient unconstrained facial expression recognition algorithm based on Stack Binarized Auto-encoders and Binarized Neural Networks被引量：34收藏
- 作者：Sun, Wenyun Zhao, Haitao Jin, Zhong
- 机构：Nanjing Univ Sci & Technol;East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2017
- 关键词：Facial expression recognition Unconstrained face Binarized Auto-encoder
- 质疑
- 基于深度学习的无人车夜视图像语义分割被引量：30收藏
- 作者：高凯珺 孙韶媛 姚广顺 赵海涛
- 机构：东华大学信息科学与技术学院;东华大学数字化纺织服装技术教育部工程研究中心;华东理工大学信息科学与工程学院
- 来源：《应用光学》 2017
- 关键词：夜视图像 语义分割 深度学习 反卷积 无人车
- 摘要：为了增强无人车对夜视图像的场景理解,在夜间模式下更快更精确地探测和识别周围环境,将深度学习应用于夜视图像的场景语义分割,提出了一种基于卷积-反卷积神经网络的无人车夜视图像语义分割方法。在传统的卷积神经网络中加入反卷积网络...
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- Neural Component Analysis for Fault Detection被引量：30收藏
- 作者：Zhao, Haitao
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：arXiv 2017
- 关键词：Chemical detection - Computational efficiency - Fault detection - Feedforward neural networks - Learning systems - Nonlinear analysis - Process control - Process monitoring
- 质疑
- 3D convolutional neural networks for facial expression classification被引量：29收藏
- 作者：Sun, Wenyun Zhao, Haitao Jin, Zhong
- 机构： School of Computer Science and Engineering; School of Information Science and Engineering
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017
- 关键词：Convolution
- 质疑
