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检索条件"机构=Pattern Recognition and Image Processing Processing Laboratory"
2159 条 记 录,以下是301-310 订阅
排序:
Transfer Learning of Fuzzy Spatio-Temporal Rules in the NeuCube Brain-Inspired Spiking Neural Network: A Case Study on EEG Spatio-temporal Data
TechRxiv
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TechRxiv 2022年
作者: Kasabov, Nikola K. Tan, Yongyao Doborjeh, Maryam Tu, Enmei Yang, Jie School of Engineering Computer and Mathematical Science KEDRI Auckland University of Technology New Zealand Intelligent Systems Research Centre University of Ulster United Kingdom Bulgarian Academy of Sciences Bulgaria Institute of Image Processing and Pattern Recognition Shanghai Jiao Tiong University China
The paper demonstrates for the first time that a brain-inspired spiking neural network (SNN) architecture can be used not only to learn spatio-temporal data, but also to extract fuzzy spatio-temporal rules from such d... 详细信息
来源: 评论
Fdflownet: Fast Optical Flow Estimation Using A Deep Lightweight Network
Fdflownet: Fast Optical Flow Estimation Using A Deep Lightwe...
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IEEE International Conference on image processing
作者: Lingtong Kong Jie Yang Institute of Image Processing and Pattern Recognition 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
来源: 评论
Depth Prior-Based Stable Tensor Decomposition for Video Snow Removal
SSRN
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SSRN 2023年
作者: Li, Yongji Wang, Luping Jia, Zhenhong Yang, Jie Kasabov, Nikola School of Electronics and Communication Engineering Sun Yat-sen University Guangzhou510275 China College of Information Science and Engineering Xinjiang University Urumqi830046 China Institute of Image Processing and Pattern Recognition Shanghai Jiao Tong University Shanghai200400 China Knowledge Engineering and Discovery Research Institute Auckland University of Technology Auckland1020 New Zealand
Heavy snow seriously degrades the performance of outdoor computer vision systems. Near- and far-field snowflakes in heavy snow videos exhibit distinctly disparate physical properties. To address this issue, this resea... 详细信息
来源: 评论
Sequence-level training for non-autoregressive neural machine translation
arXiv
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arXiv 2021年
作者: Shao, Chenze Feng, Yang Zhang, Jinchao Meng, Fandong Zhou, Jie Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Pattern Recognition Center WeChat AI Tencent Inc
In recent years, Neural Machine Translation (NMT) has achieved notable results in various translation tasks. However, the word-by-word generation manner determined by the autoregressive mechanism leads to high transla... 详细信息
来源: 评论
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
来源: 评论
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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作者: Min Liu Xufeng Ling Jie,Yang School of Health Tianhua College Shanghai Normal University AI School Tianhua College Shanghai Normal University Institute of Image Processing and Pattern Recognition Shanghai Jiaotong University
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 *** at the fall behavior of the elderly,the research and develop... 详细信息
来源: 评论
A Semantic Segmentation Method of Buildings in Remote Sensing image Based on Improved UNet  2
A Semantic Segmentation Method of Buildings in Remote Sensin...
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2nd International Conference on Signal image processing and Communication, ICSIPC 2022
作者: Li, Zhongyu Liu, Yang Kuang, Yin Wang, Huajun Liu, Cheng College of Computer Science Chengdu Normal University Chengdu611130 China College of Geophysics Chengdu University of Technology Chengdu610059 China Key Laboratory of Pattern Recognition and Intelligent Information Processing of Sichuan Chengdu University Chengdu610106 China Artificial Intelligence Key Laboratory of Sichuan Province Zigong643000 China Key Laboratory of interior Layout optimization and Security Institutions of Higher Education of Sichuan Province Chengdu Normal University Sichuan Chengdu611130 China College of Movie and Media Sichuan Normal University Chengdu610066 China
Aiming at the problem of model instability and overfitting of deep neural networks with the deepening of the number of network layers, the current mainstream method is to use batch normalization (BN) to alleviate them... 详细信息
来源: 评论
A shift-insensitive full reference image quality assessment model based on quadratic sum of gradient magnitude and LOG signals
arXiv
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arXiv 2020年
作者: Chen, Congmin Mou, Xuanqin The Institute of Image Processing and Pattern Recognition Xi’an Jiaotong University Xi’an710049 China
image quality assessment that aims at estimating the subject quality of images, builds models to evaluate the perceptual quality of the image in different applications. Based on the fact that the human visual system (... 详细信息
来源: 评论
VSGNet: visual saliency guided network for skin lesion segmentation
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Expert Systems with Applications 2025年 292卷
作者: Zhefei Cai Yingle Fan Tao Fang Wei Wu College of Information Engineering China Jiliang University Hangzhou 310018 China Laboratory of Pattern Recognition and Image Processing Hangzhou Dianzi University Hangzhou 310018 China Department of Biomedical Engineering University of Miami Florida 33124 USA Zhejiang Provincial Key Laboratory of Information Processing Communication and Networking Zhejiang 310058 China
The accuracy of skin lesion segmentation is of great significance for the subsequent clinical diagnosis. In order to improve the segmentation accuracy, some pioneering works tried to embed multiple complex modules, or...
来源: 评论
SSIM-based CTU-level joint optimal bit allocation and rate distortion optimization
arXiv
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arXiv 2020年
作者: Li, Yang Mou, Xuanqin Institute of Image Processing and Pattern Recognition Xi'an Jiaotong University Xi'an710049 China
Structural similarity (SSIM)-based distortion DSSIM is more consistent with human perception than the traditional mean squared error DMSE. To achieve better video quality, many studies on optimal bit allocation (OBA) ... 详细信息
来源: 评论