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基于视觉和语义特征增强的零样本学习研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  贾真
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零样本学习  图像物体分类  深度学习  卷积神经网络  多模态知识迁移  跨模态映射  
融合图像与文本的多模态情感分析方法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2020
Authors:  徐楠
Adobe PDF(4227Kb)  |  Favorite  |  View/Download:204/11  |  Submit date:2020/06/10
多模态情感分析  图像语义  信息交互  属性级  多模态数据增强  
Towards Real-Time Advancement of Underwater Visual Quality With GAN 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2019, 卷号: 66, 期号: 12, 页码: 9350-9359
Authors:  Chen, Xingyu;  Yu, Junzhi;  Kong, Shihan;  Wu, Zhengxing;  Fang, Xi;  Wen, Li
View  |  Adobe PDF(4984Kb)  |  Favorite  |  View/Download:72/16  |  Submit date:2019/12/16
Generative adversarial networks (GAN) image restoration  machine learning  underwater vision  
Efficient and robust large-scale structure-from-motion via track selection and camera prioritization 期刊论文
ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 卷号: 156, 页码: 202-214
Authors:  Cui, Hainan;  Shen, Shuhan;  Gao, Wei;  Liu, Hongmin;  Wang, Zhiheng
View  |  Adobe PDF(7575Kb)  |  Favorite  |  View/Download:121/48  |  Submit date:2019/09/30
Image-based modeling  Structure-from-motion  Track selection  Rotation averaging  Camera prioritization  
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:277/121  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
Optimal LEACH Protocol with Improved Bat Algorithm in Wireless Sensor Networks 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 5, 页码: 2469-2490
Authors:  Cai, Xingjuan;  Sun, Youqiang;  Cui, Zhihua;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:61/0  |  Submit date:2019/07/11
Low-energy adaptive clustering hierarchy (LEACH) protocol  Bat algorithm  Curve decline strategy  Triangle-flipping strategy  
面向加密货币的复杂网络分析及其安全应用 学位论文
, 中国科学院大学: 中国科学院大学, 2019
Authors:  梁嘉琦
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加密货币  比特币  复杂网络  金融市场  交易网络  
物体分类与检测中的小样本学习 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2019
Authors:  李岩
Adobe PDF(78887Kb)  |  Favorite  |  View/Download:185/0  |  Submit date:2019/06/06
物体分类  物体检测  小样本学习  零样本学习  混合监督检测  
Bat algorithm with principal component analysis 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 卷号: 10, 期号: 3, 页码: 603-622
Authors:  Cui, Zhihua;  Li, Feixiang;  Zhang, Wensheng
Favorite  |  View/Download:53/0  |  Submit date:2019/07/12
Bat algorithm  Principal component analysis  Golden section method  
A Novel Bat Algorithm with Multiple Strategies Coupling for Numerical Optimization 期刊论文
MATHEMATICS, 2019, 卷号: 7, 期号: 2, 页码: 17
Authors:  Wang, Yechuang;  Wang, Penghong;  Zhang, Jiangjiang;  Cui, Zhihua;  Cai, Xingjuan;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:48/0  |  Submit date:2019/07/12
bat algorithm (BA)  bat algorithm with multiple strategy coupling (mixBA)  CEC2013 benchmarks  Wilcoxon test  Friedman test