合作者关系

[外文期刊] TFPnP: Tuning-free Plug-and-Play Proximal Algorithms with Applications to Inverse Imaging Problems

作者：Wei, Kaixuan;Aviles-Rivero, Angelica I.;Liang, Jingwei;Fu, Ying;Huang, Hua;Sch?nlieb\', Carola Bibiane （¹School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China;²Department of Pure Mathematics and Mathematical Statistics, University of Cambridge, Cambridge, United Kingdom;³Institute of Natural Sciences and School of Mathematical Sciences, Shanghai Jiao Tong University, Shanghai, China;⁴School of Artificial Intelligence, Beijing Normal University, Beijing, China;⁵Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge, United Kingdom）

出处：Journal of Machine Learning Research 2022

摘要：Plug-and-Play (PnP) is a non-convex optimization framework that combines proximal algorithms, for example, the alternating direction method of multipl ...

[外文期刊] Application of U-shaped convolutional neural network in auto segmentation and reconstruction of 3D prostate model in laparoscopic prostatectomy navigation

作者：Yan, Ye;Xia, Haizhui;Li, X. S.;He, Wei;Zhu, Xuehua;Zhang, Zhiying;Xiao, Chunlei;Liu, Yuqing;Huang, Hua;He, L. H.;Lu, Jian （¹Department of Urology, Peking University Third Hospital, Beijing, 100191, China;²Institute of Electronic and Information, Tongji University, Shanghai, 400047, China;³Department of Radiology, Peking University Third Hospital, Beijing, 100191, China;⁴School of Computer Science and Technology, Beijing Institute of Technology, Beijing, 100081, China）

出处：Beijing da xue xue bao. Yi xue ban = Journal of Peking University. Health sciences 2019

摘要：OBJECTIVE: To investigate the efficacy of intraoperative cognitive navigation on laparoscopic radical prostatectomy using 3D prostatic models created ...

[外文期刊] Revisiting Competitive Coding Approach for Palmprint Recognition: A Linear Discriminant Analysis Perspective EI

作者：Song, Lingfei;Huang, Hua （¹School of Computer Science and Technology, Beijing Institute of Technology, Beijing; 100081, China）

出处：arXiv 2022

摘要：Competitive Coding approach (CompCode) is one of the most promising methods for palmprint recognition. Due to its high performance and simple formulat ...

[外文期刊] SIND: A Drone Dataset at Signalized Intersection in China EI

作者：Xu, Yanchao;Shao, Wenbo;Li, Jun;Yang, Kai;Wang, Weida;Huang, Hua;Lv, Chen;Wang, Hong （¹The School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China;²The School of Vehicle and Mobility, Tsinghua University, Beijing, China;³The Nanyang Technological University, Singa, Singapore;⁴College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China）

出处：arXiv 2022

摘要：Intersection is one of the most challenging scenarios for autonomous driving tasks. Due to the complexity and stochasticity, essential applications (e ...

[外文期刊] Simultaneous Destriping and Image Denoising Using a Nonparametric Model With the EM Algorithm SCIE EI

作者：Lingfei Song;Hua Huang （¹School of Computer Science and Technology, Beijing Institute of Technology, Beijing, China ²Haihe Laboratory of ITAI, Tianjin, China ³School of Artificial Intelligence, Beijing Normal University, Beijing, China）

出处：IEEE Transactions on Image Processing 2023

关键词：Noise reduction;Maximum likelihood estimation;Image denoising;Approximation algorithms;Signal processing algorithms;Task analysis;Noise measurement

摘要：Digital images often suffer from the common problem of stripe noise due to the inconsistent bias of each column. The existence of the stripe poses muc ...

[中文专利] 一种抑制语音要素异常点的文本驱动语音合成方法

发明人：张磊，董彪，赵天琦，黄华

申请日期：2022.03.29

摘要：本发明涉及一种抑制语音要素异常点的文本驱动语音合成的方法，属于语音信号处理和人工智能的技术领域。首先，以一种更具鲁棒性的注意力对齐机制，实现音素到梅尔频谱图的对齐，在音素长度扩展到梅尔频谱图长度的过程中，利用截断误差计算，能够有效避免极端值对整体数据的影响，使数据的描述结果更加合理与稳定。然后，采用 ...

[中文专利] 一种基于灰点漂移的视频白平衡方法

发明人：张磊，孙心桐，黄华

申请日期：2022.03.29

摘要：本发明涉及一种基于灰点漂移的视频白平衡方法，属于图像处理中的颜色恒常性与白平衡技术领域。本方法在光源估计的过程中，除图像本身的单帧光源估计，同时考虑了其相邻帧图像的光源估计、稳定视频的颜色。通过加权融合的方式调整已有估计和单帧估计的比例，使视频白平衡结果兼顾正确性与稳定性。在融合权重的确定时，除了考 ...

[中文期刊] Fuzzy Control of Model Travel Tracking for Vehicle Semi-Active Suspension 核

作者：管继富，武云鹏，顾亮，黄华（School of Mechanical and Vehicular Engineering Beijing Institute of Technology；School of Mechanical and Vehicular Engineering；Beijing Institute of Technology；School of Mechanical and Vehicular Engineering；Beijing Institute of Technology；School of Mechanical and Vehicular Engineering；Beijing Institute of Technology；Beijing 100081 China；Beijing 100081 China；Beijing 100081 China；Beijing 100081 China）

出处：Journal of China Ordnance 2006

[外文期刊] Fixed Pattern Noise Removal Based on a Semi-Calibration Method SCIE EI

作者：Lingfei Song;Hua Huang （¹School of Computer Science and Technology, Beijing Institute of Technology, China ²Haihe Lab of ITAI ³School of Artificial Intelligence, Beijing Normal University, China）

出处：IEEE transactions on pattern analysis and machine intelligence 2023

关键词：Dark current;Signal to noise ratio;Entropy;Temperature measurement;Maximum likelihood estimation;Sensors;Minimization

摘要：Due to the manufacturing imperfections, nonuniformities are ubiquitous in digital sensors, causing the notorious Fixed Pattern Noise (FPN). The abilit ...

[外文期刊] Multi-Modal Feature Pyramid Transformer for RGB-Infrared Object Detection SCIE EI

作者：Yaohui Zhu;Xiaoyu Sun;Miao Wang;Hua Huang （¹School of Artificial Intelligence, Beijing Normal University, Beijing, China ²School of Computer, Beijing Institute of Technology, Beijing, China）

出处：IEEE Transactions on Intelligent Transportation Systems 2023

关键词：Transformers;Feature extraction;Object detection;Fuses;Semantics;Visualization;Standards

摘要：RGB-Infrared multi-modal object detection utilizes diverse and complementary information, showing some advantages in intelligent transportation field. ...