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检索条件"主题词=Auto-Encoder"
783 条 记 录,以下是31-40 订阅
排序:
Anomaly Detection for Medical Images Using Heterogeneous auto-encoder
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IEEE TRANSACTIONS ON IMAGE PROCESSING 2024年 33卷 2770-2782页
作者: Lu, Shuai Zhang, Weihang Zhao, He Liu, Hanruo Wang, Ningli Li, Huiqi Beijing Inst Technol Beijing 100081 Peoples R China Univ Liverpool Dept Eye & Vis Sci Liverpool L7 8TX England Capital Med Univ Beijing Tongren Hosp Beijing Inst Ophthalmol Beijing 100054 Peoples R China Henan Prov Acad Med Sci Zhengzhou 450046 Peoples R China
Anomaly detection is an important task for medical image analysis, which can alleviate the reliance of supervised methods on large labelled datasets. Most existing methods use a pixel-wise self-reconstruction framewor... 详细信息
来源: 评论
auto-encoder Based automated Epilepsy Diagnosis  7
Auto-encoder Based Automated Epilepsy Diagnosis
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7th International Conference on Computing, Communications and Informatics (ICACCI)
作者: Sharathappriyaa, V Gautham, S. Lavanya, R. Amrita Vishwa Vidyapeetham Amrita Sch Engn Dept Elect & Commun Engn Coimbatore Tamil Nadu India
This work proposes the design of an automated system based on auto-encoders to detect epilepsy using Electroencephalogram (EEG) signal. HarmonicWavelet Packet Transform (HWPT) and Fractal Analysis are employed to extr... 详细信息
来源: 评论
An auto-encoder-based summarization algorithm for unstructured videos
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MULTIMEDIA TOOLS AND APPLICATIONS 2017年 第23期76卷 25039-25056页
作者: Han, Meng-Xiong Hu, Hai-Miao Liu, Yang Zhang, Chi Tian, Rong-Peng Zheng, Jin Beihang Univ Sch Comp Sci & Engn Beijing Key Lab Digital Media Beijing 100083 Peoples R China Beijing Inst Graph Beijing 100029 Peoples R China Beihang Univ Digital Media Lab Beijing Peoples R China
Video summarization is an effective way to quick view videos and relieve the pressure of videos storage. However the traditional algorithms are hardly adapted to unstructured videos, due to the unobvious for scenes ch... 详细信息
来源: 评论
Multi-Modality Adversarial auto-encoder for Zero-Shot Learning
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IEEE ACCESS 2020年 8卷 9287-9295页
作者: Ji, Zhong Dai, Guangwen Yu, Yunlong Tianjin Univ Sch Elect & Informat Engn Tianjin 300072 Peoples R China Zhejiang Univ Coll Informat Sci & Elect Engn Hangzhou 310027 Peoples R China
The existing generative Zero-Shot Learning (ZSL) methods only consider the unidirectional alignment from the class semantics to the visual features while ignoring the alignment from the visual features to the class se... 详细信息
来源: 评论
Unsupervised domain adaptation techniques based on auto-encoder for non-stationary EEG-based emotion recognition
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COMPUTERS IN BIOLOGY AND MEDICINE 2016年 79卷 205-214页
作者: Chai, Xin Wang, Qisong Zhao, Yongping Liu, Xin Bai, Ou Li, Yongqiang Harbin Inst Technol Sch Elect Engn & Automat Harbin Peoples R China Harbin Inst Technol Sch Transportat Sci & Engn Dept Traff Informat & Control Engn Harbin Peoples R China Florida Int Univ Dept Elect & Comp Engn Miami FL 33199 USA
In electroencephalography (EEG)-based emotion recognition systems, the distribution between the training samples and the testing samples may be mismatched if they are sampled from different experimental sessions or su... 详细信息
来源: 评论
Cramer-Wold auto-encoder
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JOURNAL OF MACHINE LEARNING RESEARCH 2020年 21卷
作者: Knop, Szymon Spurek, Przemyslaw Tabor, Jacek Podolak, Igor Mazur, Marcin Jastrzebski, Stanislaw Jagiellonian Univ Fac Math & Comp Sci Krakow Poland NYU Dept Radiol Ctr Data Sci 560 1St Ave New York NY 10016 USA
The computation of the distance to the true distribution is a key component of most state-of-the-art generative models. Inspired by prior works on the Sliced-Wasserstein auto-encoders (SWAE) and the Wasserstein auto-E... 详细信息
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Wavelet Loss Function for auto-encoder
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IEEE ACCESS 2021年 9卷 27101-27108页
作者: Zhu, Qiuyu Wang, Hu Zhang, Ruixin Shanghai Univ Sch Commun & Informat Engn Shanghai 201900 Peoples R China
In the field of image generation, especially for auto-encoder models, how to extract better features and obtain better quality reconstruction samples by modifying network structure and training algorithms has always b... 详细信息
来源: 评论
Exemplar-based Cascaded Stacked auto-encoder Networks for robust face alignment
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COMPUTER VISION AND IMAGE UNDERSTANDING 2018年 171卷 95-103页
作者: Zhang Junfeng Hu Haifeng Sun Yat Sen Univ Sch Elect & Informat Engn Guangzhou Guangdong Peoples R China
In this paper, we present a novel Exemplar-based Cascaded Stacked auto-encoder Network (ECSAN) for facial landmarks detection. The proposed framework consists of a Global Exemplar Constraint Stacked auto-encoder Netwo... 详细信息
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Cross -modal guidance based auto -encoder for multi -video summarization
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PATTERN RECOGNITION LETTERS 2020年 135卷 131-137页
作者: Ji, Zhong Zhao, Yuxiao Pang, Yanwei Li, Xuelong Tianjin Univ Sch Elect & Informat Engn Tianjin 300072 Peoples R China Northwestern Polytech Univ Ctr OPT IMagery Anal & Learning Xian 710072 Shaanxi Peoples R China
Multi-Video Summarization (MVS) aims at condensing a great number of videos with the same search query to obtain a compact storyboard, which improves user’s browsing experience . Recently, a line of research resorts ... 详细信息
来源: 评论
An Image Clustering auto-encoder Based on Predefined Evenly-Distributed Class Centroids and MMD Distance
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NEURAL PROCESSING LETTERS 2020年 第2期51卷 1973-1988页
作者: Zhu, Qiuyu Wang, Zhengyong Shanghai Univ Sch Commun & Informat Engn Shanghai Peoples R China
In this paper, we propose a novel, effective and simpler end-to-end image clustering auto-encoder algorithm: ICAE. The algorithm uses predefined evenly-distributed class centroids (PEDCC) as the clustering centers, wh... 详细信息
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