成果/Result
- MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation被引量：65收藏
- 作者：Lan, Xin Gu, Xiaojing Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：APPLIED INTELLIGENCE 2022
- 关键词：Semantic segmentation Multi-modal Multi-stage Feature fusion
- A fast colorization algorithm for infrared video被引量：36收藏
- 作者：He, Mengchi Gu, Xiaojing Gu, Xingsheng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Communications in Computer and Information Science 2014
- 关键词：Color
- RoI Uncertainty for RGB-Thermal Image Segmentation被引量：30收藏
- 作者：Hu, Jingyu Gu, Xiaojing Wu, Yanxia Gu, Xingsheng
- 机构： Key Laboratory of Smart Manufacturing in Energy Chemical Process
- 来源：ACM International Conference Proceeding Series 2022
- 关键词：Accidents - Deep learning - Entropy - Mathematical morphology - Monte Carlo methods - Uncertainty analysis
- Method for coloring night-vision imagery based on multispectral semantic segmentation被引量：29收藏
- 作者：Zhang, Weiwen Gu, Xiaojing Gu, Xingsheng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Process
- 来源：ANZCC 2018 - 2018 Australian and New Zealand Control Conference 2018
- 关键词：Deep learning - Table lookup - Image enhancement - Semantic Segmentation - Semantics - Color image processing - Vision - Infrared radiation
- Mutual ensemble learning for brain tumor segmentation被引量：25收藏
- 作者：Hu, Jingyu Gu, Xiaojing Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2022
- 关键词：Mutual ensemble learning Model ensemble Convolutional network Brain tumor Segmentation
- A priori trust inference with context-aware stereotypical deep learning被引量：23收藏
- 作者：Zhou, Peng Gu, Xiaojing Zhang, Jie Fei, Minrui
- 机构：Shanghai Univ;E China Univ Sci & Technol;Nanyang Technol Univ;Shanghai Univ
- 来源：KNOWLEDGE-BASED SYSTEMS 2015
- 关键词：Multi-agent systems Stereotypical trust model Deep learning
- Mixture of calibrated networks for domain generalization in brain tumor segmentation被引量：20收藏
- 作者：Hu, Jingyu Gu, Xiaojing Wang, Zhiqiang Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2023
- 关键词：Domain generalization Brain tumor segmentation Convolutional neural network Model calibration
- Color estimation for thermal infrared imagery based on kernel PCA and sparse representation被引量：18收藏
- 作者：Sun, Shao-Yuan Zhao, Hai-Tao Gu, Xiao-Jing
- 机构： College of Information Science and Technology; Engineering Research Center of Digital Textile and Fashion Technology; Automation Department
- 来源：Journal of Donghua University (English Edition) 2012
- 关键词：Color - Rendering (computer graphics) - Principal component analysis - Infrared imaging - Image analysis
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- Transformer Based Sptial-Temporal Extraction Model for Video Anomaly Detection被引量：18收藏
- 作者：Wang, Zhiqiang Gu, Xiaojing Gu, Xingsheng
- 机构： East China University of Science and Technology
- 来源：2024 8th International Conference on Robotics, Control and Automation, ICRCA 2024 2024
- 关键词：Footage counters - Optical flows - Unsupervised learning - Video analysis
- Global inference preserving projection for semi-supervised discriminant analysis被引量：15收藏
- 作者：Gu, Xiao-Jing Sun, Shao-Yuan Fang, Jian-An
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Process; College of Information Science and Technology
- 来源：Journal of Donghua University (English Edition) 2012
- 关键词：Supervised learning
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- Modeling social worm propagation for advanced persistent threats被引量：13收藏
- 作者：Zhou, Peng Gu, Xiaojing Nepal, Surya Zhou, Jianying
- 机构：Shanghai Univ;East China Univ Sci & Technol;CSIRO;Singapore Univ Technol & Design
- 来源：COMPUTERS & SECURITY 2021
- 关键词：Social worm Propagation model Advanced persistent threat Worm propagation Targeted intrusion
- Enhancing video anomaly detection with learnable memory network: A new approach to memory-based auto-encoders被引量：12收藏
- 作者：Wang, Zhiqiang Gu, Xiaojing Gu, Xingsheng Hu, Jingyu
- 机构：East China Univ Sci & Technol
- 来源：COMPUTER VISION AND IMAGE UNDERSTANDING 2024
- 关键词：Video anomaly detection Unsupervised learning Memory network Transformer
- Region interaction and attribute embedding for zero-shot learning被引量：11收藏
- 作者：Hu, Zhengwei Zhao, Haitao Peng, Jingchao Gu, Xiaojing
- 机构：East China Univ Sci & Technol
- 来源：INFORMATION SCIENCES 2022
- 关键词：Zero -shot learning Region graph network Attribute semantic vector Attribute embedding Zero -shot learning Region graph network Attribute semantic vector Attribute embedding
- Ensemble anomaly score for video anomaly detection using denoise diffusion model and motion filters被引量：11收藏
- 作者：Wang, Zhiqiang Gu, Xiaojing Hu, Jingyu Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2023
- 关键词：Video anomaly detection Unsupervised learning Object detection Diffusion model Domain generalization
- Thermal image colorization using Markov decision processes被引量：7收藏
- 作者：Gu, Xiaojing He, Mengchi Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：MEMETIC COMPUTING 2017
- 关键词：Thermal image Color night-vision Object recognition Markov decision processes Probabilistic color blending
- Kernel based color estimation for night vision imagery被引量：6收藏
- 作者：Gu, Xiaojing Sun, Shaoyuan Fang, Jian'an Zhou, Peng
- 机构：E China Univ Sci & Technol;Donghua Univ;Hong Kong Polytech Univ
- 来源：OPTICS COMMUNICATIONS 2012
- 关键词：Night vision Color enhancement Nonlinear method
- Fast colorization for single-band thermal video sequences被引量：4收藏
- 作者：Gu, Xiaojing He, Mengchi Leung, Henry Gu, Xingsheng
- 机构：E China Univ Sci & Technol;Univ Calgary
- 来源：NEUROCOMPUTING 2016
- 关键词：Color night-vision Thermal video Double Lomax distribution Abnormal color correction Fast algorithm
- Dual-pathway DenseNetswith fully lateral connections for multimodal brain tumor segmentation被引量：4收藏
- 作者：Hu, Jingyu Gu, Xiaojing Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 2021
- 关键词：brain tumor convolutional network dense network multimodalities segmentation
- Domain generalization for video anomaly detection considering diverse anomaly types被引量：4收藏
- 作者：Wang, Zhiqiang Gu, Xiaojing Yan, Huaicheng Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：SIGNAL IMAGE AND VIDEO PROCESSING 2024
- 关键词：Video anomaly detection Domain generalization Unsupervised learning Domain expansion
- Magic Train: Design of Measurement Methods against Bandwidth Inflation Attacks被引量：2收藏
- 作者：Zhou, Peng Chang, Rocky K. C. Gu, Xiaojing Fei, Minrui Zhou, Jianying
- 机构：Shanghai Univ;Hong Kong Polytech Univ;East China Univ Sci & Technol;Inst Infocomm Res
- 来源：IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 2018
- 关键词：Network measurement network security packet train
- Active consistency network for multi-source domain generalization in brain tumor segmentation被引量：2收藏
- 作者：Hu, Jingyu Gu, Xiaojing Wang, Zhiqiang Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2023
- 关键词：Multi-source domain generalization Brain tumor segmentation Convolutional neural network Causality Uncertainty
- Bayesian compressive sensing for thermal imagery using Gaussian-Jeffreys prior被引量：2收藏
- 作者：Gu, Xiaojing Zhou, Peng Gu, Xingsheng
- 机构：East China Univ Sci & Technol;Shanghai Univ
- 来源：INFRARED PHYSICS & TECHNOLOGY 2017
- 关键词：Sparse estimation Gaussian Jeffreys prior Bayesian modeling Thermal imagery Noisy measurements
- An Accurate Calibration Method of a Multi Camera System被引量：1收藏
- 作者：Han, Song Gu, Xiaojing Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：ADVANCED COMPUTATIONAL METHODS IN LIFE SYSTEM MODELING AND SIMULATION, LSMS 2017, PT I 2017
- 关键词：Multi camera system Thermal cameras RGBD cameras Calibration Synchronization
- Multi-task deep learning for quantifying methane emissions from 2-D plume imagery with Low Signal-to-Noise Ratio被引量：1收藏
- 作者：Xu, Qianhui Gu, Xiaojing Li, Pengfei Gu, Xingsheng
- 机构：East China Univ Sci & Technol;Chinese Acad Sci
- 来源：INTERNATIONAL JOURNAL OF REMOTE SENSING 2025
- 关键词：Methane emission Methane quantification Signal-to-Noise Ratio (SNR) Deep learning Multi-task learning
- 基于自适应响应融合的相关滤波红外目标跟踪被引量：0收藏
- 作者：房胜男 谷小婧 顾幸生
- 机构：华东理工大学化工过程先进控制与优化技术教育部重点实验室
- 来源：《红外与激光工程》 2019
- 关键词：红外目标跟踪 相关滤波 响应融合 显著性特征 对冲算法
- 摘要：红外目标跟踪在军事和民用视频监控领域有重要的研究意义,但受热成像原理限制,红外目标分辨率低、对比度低、纹理信息缺失。针对红外目标特征信息量少导致跟踪性能较低的问题,提出一种基于自适应响应融合的相关滤波跟踪算法。该算法基于...
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- 面向微光/红外融合彩色夜视的场景解析方法被引量：0收藏
- 作者：鲁佳颖 谷小婧 顾幸生
- 机构：华东理工大学化工过程先进控制与优化技术教育部重点实验室
- 来源：《红外与激光工程》 2017
- 关键词：彩色夜视 场景解析 非参数模型 超像素特征 马尔科夫随机场
- 摘要：彩色夜视技术可以将微光/红外双谱图像融合成一幅适于人眼观察的彩色图像,而恰当的场景解析方法能够对彩色夜视图像的内容做出自动化分析,进一步减轻人眼的观测负担。针对彩色夜视场景丰富多变、对算法灵活性要求高的特点,提出了一种可...
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- 考虑不确定性的红外视频气羽分割及其在VOCs泄漏检测中的应用被引量：0收藏
- 作者：张宇霖 谷小婧 顾幸生
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《石油学报(石油加工)》 2025
- 关键词：视频语义分割 气体泄漏检测 不确定性估计 合成数据
- 摘要：针对红外气体成像实现泄漏检测自动化存在的安全问题,提出一种可同时进行视频气羽分割与不确定性估计的挥发性有机物(VOCs)泄漏检测框架。通过分析视频帧判断泄漏位置与范围,并将深度模型的不确定性结果作为检测结果的可靠性指标,...
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- Harvesting File Download Exploits in the Web: A Hacker's View被引量：0收藏
- 作者：Zhou, Peng Gu, Xiaojing Chang, Rocky K. C.
- 机构：Shanghai Univ;E China Univ Sci & Technol;Hong Kong Polytech Univ
- 来源：COMPUTER JOURNAL 2016
- 关键词：web security file download exploits Security-Enhanced script engine
- 基于深度光流网络的光学气体成像中气体流速估计被引量：0收藏
- 作者：顾笑宇 谷小婧 丁杰 顾幸生
- 机构：华东理工大学能源化工过程智能制造教育部重点实验室
- 来源：《光学学报》 2024
- 关键词：光学气体成像 速度估计 光流法 合成数据 梯度约束
- 摘要：聚焦于提升光学气体成像技术中气体流速估计的精度。首先,提出一种基于物理仿真的气体光流数据生成方法,构建真实且多样的气体光流数据集。此外,针对气体运动的特点设计一种基于梯度的损失函数,增强网络对气体边缘和内部微小运动的关注...
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- HTTPAS: active authentication against HTTPS man-in-the-middle attacks被引量：0收藏
- 作者：Zhou, Peng Gu, Xiaojing
- 机构：Shanghai Univ;East China Univ Sci & Technol
- 来源：IET COMMUNICATIONS 2016
- 关键词：transport protocols hypermedia cryptographic protocols Internet HTTPAS active authentication architecture HTTPS man-in-the-middle attacks hypertext transfer protocol secure pre-trusted certificate authorities CAs notary-based systems pre-shared secrets openSSL suite Internet path diversity
