成果/Result
- Multi-channel expected patch log likelihood for color image denoising被引量：5收藏
- 作者：Zhou, Xiuling Xu, Bingxin Guo, Ping He, Ning
- 机构：Beijing City Univ;Beijing Union Univ;Beijing Normal Univ
- 来源：NEUROCOMPUTING 2019
- 关键词：Expected patch log-likelihood Multi-channel Matrix normal distribution Color image denoising
- TSD-YOLO: Small traffic sign detection based on improved YOLO v8被引量：5收藏
- 作者：Du, Songjie Pan, Weiguo Li, Nuoya Dai, Songyin Xu, Bingxin Liu, Hongzhe Xu, Cheng Li, Xuewei
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：IET IMAGE PROCESSING 2024
- 关键词：computer vision convolutional neural nets object detection
- “学科思政”:探索研究生思政新模式被引量：5收藏
- 作者：刘宏哲 代松银 徐成 徐冰心 潘卫国
- 机构：北京联合大学;北京联合大学机器人学院
- 来源：《北京联合大学学报》 2020
- 关键词：学科思政 三全育人 思政合力 互助协作 资源融合
- 摘要：研究生思想政治教育作为高等学校思政教育的分支,在高校思政工作中占据重要的地位。通过对当前研究生思政工作中存在的问题进行分析,提出了以学科为平台开展思政工作,探索了各思政实施人员互助协作,课程、实验室和科研项目等资源融合,...
- Bayesian Pseudoinverse Learners: From Uncertainty to Deterministic Learning被引量：3收藏
- 作者：Yin, Qian Xu, Bingxin Zhou, Kaiyan Guo, Ping
- 机构：Beijing Normal Univ;Beijing Union Univ;Beijing Normal Univ
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2022
- 关键词：Uncertainty Modeling Computational modeling Probabilistic logic Neural networks Bayes methods Task analysis Bayesian feedforward neural networks mixture priors pseudoinverse learners (PILs) synergetic learning
- Human Pose Estimation Based on Lightweight Multi-Scale Coordinate Attention被引量：2收藏
- 作者：Li, Xin Guo, Yuxin Pan, Weiguo Liu, Hongzhe Xu, Bingxin
- 机构：Beijing Union Univ
- 来源：APPLIED SCIENCES-BASEL 2023
- 关键词：human pose estimation attention mechanism multi-scale feature extraction
- Deep Sparse Representation Classification with Stacked Autoencoder被引量：2收藏
- 作者：Xu, Bingxin Zhou, Xiuling
- 机构：Beijing Union Univ;Beijing City Univ
- 来源：2019 15TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS 2019) 2019
- 关键词：deep sparse representation stacked autoencoder pseudoinverse learning dictionary Learning
- Image Dehazing Based on Improved Color Channel Transfer and Multiexposure Fusion被引量：1收藏
- 作者：Ma, Shaojin Pan, Weiguo Liu, Hongzhe Dai, Songyin Xu, Bingxin Xu, Cheng Li, Xuewei Guan, Huaiguang
- 机构：Beijing Union Univ;Beijing Jiaotong Univ;CATARC Tianjin Automot Engn Res Inst Co Ltd
- 来源：ADVANCES IN MULTIMEDIA 2023
- 关键词：Color - Color image processing - Demulsification - Image enhancement - K-means clustering
- Time-Varying Formation Control of?Drones Using Consensus Theory被引量：0收藏
- 作者：Shi, Xinhao Yang, Tao Zeng, Qinghan Yang, Yulin Liu, Hongzhe Xu, Cheng Xu, Bingxin
- 机构： Beijing Key Laboratory of Information Service Engineering; Institute for Brain and Cognitive Sciences; Scientific and Technical Center for Innovation; Unit 32381 of the PLA Beijing
- 来源：Lecture Notes in Electrical Engineering 2024
- 关键词：Aircraft control - Antennas - Control theory - Time varying control systems
- SFDiff: Diffusion model with sufficient spatial-Fourier frequency information interaction for low-light image enhancement被引量：0收藏
- 作者：Wan, Fei Xu, Bingxin Yao, Jingli Zeng, Lu Pan, Weiguo Liu, Hongzhe
- 机构：Beijing Union Univ;Beijing Union Univ;97 Beisihuan East Rd
- 来源：IET IMAGE PROCESSING 2024
- 关键词：diffusion fast Fourier transforms image enhancement image processing
- 基于Faster RCNN的智能车道路前方车辆检测方法被引量：0收藏
- 作者：史凯静 鲍泓 徐冰心 潘卫国 郑颖
- 机构：北京联合大学北京市信息服务工程重点实验室
- 来源：《计算机工程》 2018
- 关键词：智能车 前方车辆 深度卷积神经网络 训练模型 准确率
- 摘要：使用Fast RCNN方法进行特征提取存在耗时较长且检测准确率较低的问题。为此,结合Faster RCNN前方车辆检测模型与3种不同大小的卷积神经网络,提出一种改进的前方车辆检测方法,研究对比各方法在3种交通场景数据库上...
- Image Representation via Sub-dictionary based Sparse Coding被引量：0收藏
- 作者：Xu, Bingxin Yin, Qian Guo, Ping Liu, Hongzhe
- 机构：Beijing Union Univ;Beijing Normal Univ
- 来源：2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) 2016
- 关键词：Image coding
- Optimization of Exploration Prospects Based on Ant Colony Algorithm and XGBoost Combined Optimization Model被引量：0收藏
- 作者：Song, Mengxin Xu, Bingxin Feng, Mei Fu, Xinxi
- 机构： Research Institute of Petroleum Exploration and Development RIPED; Beijing Key Laboratory of Information Service Engineering
- 来源：Society of Petroleum Engineers - Abu Dhabi International Petroleum Exhibition and Conference, ADIP 2021 2021
- 关键词：Gasoline - Learning systems - Classification (of information) - Ant colony optimization - Decision support systems - Forecasting - Geology - Petroleum prospecting
- Broad and Pseudoinverse Learning for Autoencoder被引量：0收藏
- 作者：Xu, Bingxin Guo, Ping
- 机构：Beijing Union Univ;Beijing Normal Univ
- 来源：2018 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC) 2018
- 关键词：Autoencoder Pseudoinverse learning algorithm Receptive function Broad learning
- TSIC-CLIP: Traffic Scene Image Captioning Model Based on Clip被引量：0收藏
- 作者：Zhang, Hao Xu, Cheng Xu, Bingxin Jiane, Muwei Liu, Hongzhe Li, Xuewei
- 机构：Beijing Union Univ;Beijing Union Univ;Shandong Univ Finance & Econ
- 来源：INFORMATION TECHNOLOGY AND CONTROL 2024
- 关键词：Contrastive learning Deep learning Image captioning Traffic scene Transformer
- Combined spatial and frequency dual stream network for face forgery detection被引量：0收藏
- 作者：Zhao, Hui Li, Xin Xu, Bingxin Liu, Hongzhe
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：PEERJ COMPUTER SCIENCE 2024
- 关键词：Face forgery detection Multi-scale feature extraction Cross self attention Image frequency analysis
- Low-Light Image Enhancement using Retinex-based Network with Attention Mechanism被引量：0收藏
- 作者：Ma, Shaojin Pan, Weiguo Li, Nuoya Du, Songjie Liu, Hongzhe Xu, Bingxin Xu, Cheng Li, Xuewei
- 机构： Beijing Key Laboratory of Information Service Engineering; College of Robotics
- 来源：International Journal of Advanced Computer Science and Applications 2024
- 关键词：Finite element method
- 融合多尺度和注意力机制的小样本目标检测被引量：0收藏
- 作者：李鸿天 史鑫昊 潘卫国 徐成 徐冰心 袁家政
- 机构：北京市信息服务工程重点实验室(北京联合大学);北京开放大学科技学院
- 来源：《计算机应用》 2024
- 关键词：迁移学习 小样本目标检测 注意力机制 多尺度特征融合 余弦相似度
- 摘要：现有基于微调的二阶段小样本目标检测方法对新类特征不敏感,易将新类别误判成与它相似度高的基类,影响模型的检测性能。针对上述问题,提出一种融合多尺度和注意力机制的小样本目标检测(MA-FSOD)算法。首先在骨干网络使用分组卷...
- Pseudoinverse Learning Algorithom for Fast Sparse Autoencoder Training被引量：0收藏
- 作者：Xu, Bingxin Guo, Ping
- 机构：Beijing Union Univ;Beijing Normal Univ
- 来源：2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC) 2018
- 关键词：sparse autoencoder pseudoinverse learning algorithm fast learning data representation
- Technique Report of CVPR 2024 PBDL Challenges被引量：0收藏
- 作者：Lu, Xiaoqiang Jiao, Licheng Liu, Fang Liu, Xu Li, Lingling Ma, Wenping Yang, Shuyuan Xie, Haiyang Zhao, Jian Huang, Shihuang Cheng, Peng Shen, Xi Wang, Zheng An, Shuai Zhu, Caizhi Li, Xuelong Chen, Linwei Fu, Ying Zhang, Tao Li, Liang Liu, Yu Yan, Chenggang Wang, Zichun Wang, Qinliang Gou, Xuejian Liu, Yang Yu, Xinyue Jia, Sen Zhang, Junpei Jiao, Licheng Liu, Xu Chen, Puhua Chen, Xiang Li, Hao Pan, Jinshan Xie, Chuanlong Chen, Hongming Li, Mingrui Deng, Tianchen Huang, Jingwei Li, Yufeng Wan, Fei Xu, Bingxin Cheng, Jian Liu, Hongzhe Xu, Cheng Zou, Yuxiang Pan, Weiguo Dai, Songyin Jiang, Linyan Song, Bingyi An, Zhuoyu Lei, Haibo Luo, Qing Song, Jie Liu, Yuan Li, Qihang Zhang, Haoyuan Wang, Lingfeng Chen, Wei Luo, Aling Li, Cheng Cao, Jun Chen, Shu Dou, Zifei Liu, Xinyu Zhang, Jing Zhang, Kexin Yang, Yuting Yang, Shuyuan Zhang, Liwen Xu, Zhe Gou, Dingyong Li, Cong Xu, Senyan Zhang, Yunkang Jiang, Siyuan Liu, Qinglin Yu, Wei Lv, Xiaoqian Li, Jianing Zhang, Shengping Ji, Xiangyang Zou, Yunhao Chen, Yuanpei Zhang, Yuhan Peng, Weihang Zhao, Shizhan Zhang, Yanzhao Yan, Libo Lu, Xiaoqiang Guo, Yuwei Li, Guoxin Gao, Qiong Che, Chenyue Sun, Long
- 机构： School of Artificial Intelligence; School of Computer Science; Intellindust; Beijing Forestry University; Institute of AI
- 来源：arXiv 2024
- 关键词：High energy physics
- FSKT-GE: Feature maps similarity knowledge transfer for low-resolution gaze estimation被引量：0收藏
- 作者：Yan, Chao Pan, Weiguo Dai, Songyin Xu, Bingxin Xu, Cheng Liu, Hongzhe Li, Xuewei
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：IET IMAGE PROCESSING 2024
- 关键词：computer graphics computer vision convolutional neural nets
- Traffic Sign Detection via Efficient ROI Detector and Deep Convolution Neural Network被引量：0收藏
- 作者：Pan, Weiguo Fu, En Xu, Bingxin Dai, Songyin Pan, Feng
- 机构： Beijing Key Laboratory of Information Service Engineering; College of Robotics
- 来源：International Journal of Performability Engineering 2020
- 关键词：Deep neural networks - Image segmentation - Neural networks - Object detection - Statistical tests - Tunneling (excavation)
- 基于单一深度神经网络集成学习的人脸对齐被引量：0收藏
- 作者：代松银 潘卫国 徐冰心
- 机构：北京联合大学北京市信息服务工程重点实验室
- 来源：《中国计算机用户协会网络应用分会2021年第二十五届网络...》 2021
- 关键词：人脸对齐 深度神经网络 集成学习 MobileNet v3模块 损失函数
- 摘要：人脸对齐作为人脸应用中的一个基本组件,备受关注。深度神经网络虽在人脸对齐领域取得了显著的性能改进,但采用单个DNN模型存在认知不确定性,致使部分特征点定位精度较低。集成学习是一种联合多个模型来创建更精确模型的通用技术,组...
- PSC diffusion: patch-based simplified conditional diffusion model for low-light image enhancement被引量：0收藏
- 作者：Wan, Fei Xu, Bingxin Pan, Weiguo Liu, Hongzhe
- 机构：Beijing Union Univ;Beijing Union Univ
- 来源：MULTIMEDIA SYSTEMS 2024
- 关键词：Low-light image enhancement Generative model Diffusion model U-Net Image patching Parameter-free attention
