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检索条件"机构=Institute of Image processing and Pattern recognition"
1348 条 记 录,以下是161-170 订阅
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Colonoscopic image Synthesis For Polyp Detector Enhancement Via Gan And Adversarial Training
Colonoscopic Image Synthesis For Polyp Detector Enhancement ...
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IEEE International Symposium on Biomedical Imaging
作者: Fan He Sizhe Chen Shuaiyi Li Lu Zhou Haiqin Zhang Haixia Peng Xiaolin Huang Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Digestive Endoscopy Center Tongren Hospital Shanghai Jiao Tong University School of Medicine Institute of Medical Robotics Shanghai Jiao Tong University
Computer-aided polyp detection system powered by deep neural networks has achieved high performance but also suffers from data insufficiency. To address this problem, recent researches focus on synthesizing new colono... 详细信息
来源: 评论
Stereo endoscopic image super-resolution using disparity-constrained parallel attention
arXiv
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arXiv 2020年
作者: Zhang, Tianyi Gu, Yun Huang, Xiaolin Tu, Enmei Yang, Jie Institute of Image Processing and Pattern Recognition Institute of Medical Robotics Shanghai Jiao Tong University Shanghai China
With the popularity of stereo cameras in computer assisted surgery techniques, a second viewpoint would provide additional information in surgery. However, how to effectively access and use stereo information for the ... 详细信息
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Learning from partially labeled data  28
Learning from partially labeled data
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28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020
作者: Mehrkanoon, Siamak Huang, Xiaolin Suykens, Johan A.K. Department of Data Science and Knowledge Engineering Maastricht University Netherlands Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University China Department of Electrical Engineering ESAT-STADIUS KU Leuven LeuvenB-3001 Belgium
Providing sufficient labeled training data in many application domains is a laborious and costly task. Designing models that can learn from partially labeled data, or leveraging labeled data in one domain and unlabele... 详细信息
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Random Fourier Features for Asymmetric kernels
arXiv
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arXiv 2022年
作者: He, Mingzhen He, Fan Liu, Fanghui Huang, Xiaolin Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University 800 Dongchuan RD. Minhang District Shanghai200240 China Laboratory for Information and Inference Systems École Polytechnique Fédérale de Lausanne EPFL SV-BMC AA-B118 Lausanne1015 Switzerland
The random Fourier features (RFFs) method is a powerful and popular technique in kernel approximation for scalability of kernel methods. The theoretical foundation of RFFs is based on the Bochner theorem (Bochner, 200... 详细信息
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Generalization properties of hyper-RKHS and its applications
The Journal of Machine Learning Research
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The Journal of Machine Learning Research 2021年 第1期22卷 6220-6257页
作者: Fanghui Liu Lei Shi Xiaolin Huang Jie Yang Johan A.K. Suykens Department of Electrical Engineering ESAT-STADIUS KU Leuven Leuven Belgium Shanghai Key Laboratory for Contemporary Applied Mathematics School of Mathematical Sciences Fudan University Shanghai China Institute of Image Processing and Pattern Recognition Institute of Medical Robotics Shanghai Jiao Tong University Shanghai China
This paper generalizes regularized regression problems in a hyper-reproducing kernel Hilbert space (hyper-RKHS), illustrates its utility for kernel learning and out-of-sample extensions, and proves asymptotic converge... 详细信息
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Indoor Elderly Fall recognition System Based on Target Detection and Self-attention Model
Indoor Elderly Fall Recognition System Based on Target Detec...
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International Conference on Electronics, Communications and Information Technology (CECIT)
作者: Min Liu Xufeng Ling Jie Yang School of Health Tianhua College Shanghai Normal University Shanghai China AI School Tianhua College Shanghai Normal University Shanghai China Institute of Image Processing and Pattern Recognition Shanghai Jiaotong University China
With the increasing aging of the society, a series of consequences caused by falls of the elderly have become a serious medical problem and a real social problem. Aiming at the fall behavior of the elderly, the resear... 详细信息
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Fast learning in reproducing kernel Kreĭn spaces via signed measures
arXiv
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arXiv 2020年
作者: Liu, Fanghui Huang, Xiaolin Chen, Yingyi Suykens, Johan A.K. KU Leuven Belgium Institute of Image Processing and Pattern Recognition Institute of Medical Robotics Shanghai Jiao Tong University China
In this paper, we attempt to solve a long-lasting open question for non-positive definite (non-PD) kernels in machine learning community: can a given non-PD kernel be decomposed into the difference of two PD kernels (... 详细信息
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Asymmetric correlation quantization hashing for cross-modal retrieval
arXiv
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arXiv 2020年
作者: Wang, Lu Yang, Jie Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai201100 China Shanghai Jiao Tong University
Due to the superiority in similarity computation and database storage for large-scale multiple modalities data, crossmodal hashing methods have attracted extensive attention in similarity retrieval across the heteroge... 详细信息
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FDFlowNet: Fast optical flow estimation using a deep lightweight network
arXiv
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arXiv 2020年
作者: Kong, Lingtong Yang, Jie Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University China Institute of Medical Robotics Shanghai Jiao Tong University China
Significant progress has been made for estimating optical flow using deep neural networks. Advanced deep models achieve accurate flow estimation often with a considerable computation complexity and time-consuming trai... 详细信息
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Self-adapting RF Stealth Signal Design Method in RATR
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Transactions of Nanjing University of Aeronautics and Astronautics 2021年 第6期38卷 1020-1027页
作者: XIAO Yongsheng HUANG Lizhen HE Fengshou ZHOU Jianjiang Key Laboratory of Jiangxi Province for Image Processing and Pattern Recognition Nanchang Hangkong UniversityNanchang 330063P.R.China College of Electronic and Information Engineering Nanjing University of Aeronautics and AstronauticsNanjing 211106P.R.China Leihua Electronic Technology Research Institute Aviation Industry Corporation of ChinaLtd.Wuxi 214063P.R.China
Combining the mutual information theory and the sequential hypothesis testing(SHT)method,a selfadapting radio frequency(RF)stealth signal design method is proposed. The channel information is gained through the radar ... 详细信息
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