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Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：224/37  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
A Survey on Deep Learning-based Fine-grained Object Classification and Semantic Segmentation 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 2, 页码: 119-135
作者:  Bo Zhao;  Jiashi Feng;  Xiao Wu;  Shuicheng Yan
浏览  |  Adobe PDF(5409Kb)  |  收藏  |  浏览/下载：201/49  |  提交时间：2021/02/23
Deep learning  fine-grained image classi¯cation  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Continuous multimodal emotion prediction based on long short term memory recurrent neural network 会议论文
, Mountain View, CA, USA, 2017.10.23-2017.10.27
作者:  Huang, Jian;  Li, Ya;  Tao, Jianhua;  Lian, Zheng;  Wen, Zhengqi;  Yang, Minghao;  Yi, Jianyan
浏览  |  Adobe PDF(1063Kb)  |  收藏  |  浏览/下载：281/74  |  提交时间：2020/06/20
无权访问的条目 会议论文
作者:  Kang Li;  Xiaoguang Zhao;  Zengpeng Sun;  Min Tan
Adobe PDF(2037Kb)  |  收藏  |  浏览/下载：16/5  |  提交时间：2019/06/05
Discriminative Multimodal Embedding for Event Classication 期刊论文
Journal of Nerual Computing, 2017, 卷号: Volume, 期号: Issue, 页码: pp
作者:  Qi,Fan;  Yang,Xiaoshan;  Zhang,Tianzhu;  Xu,Changsheng
浏览  |  Adobe PDF(4696Kb)  |  收藏  |  浏览/下载：344/106  |  提交时间：2018/10/10
Event Classi cation  Multimodal Embedding  
Semantic labeling of high-resolution aerial images using an ensemble of fully convolutional networks 期刊论文
JOURNAL OF APPLIED REMOTE SENSING, 2017, 卷号: 11, 期号: 4, 页码: 042617 1-18
作者:  Sun, Xiaofeng;  Shen, Shuhan;  Lin, Xiangguo;  Hu, Zhanyi
浏览  |  Adobe PDF(6923Kb)  |  收藏  |  浏览/下载：485/103  |  提交时间：2018/10/09
Semantic Labeling  Fully Convolutional Network  Aerial Images  Convolutional Neural Network  Ensemble Learning  
Geographic, Geometrical and Semantic Reconstruction of Urban Scene from High Resolution Oblique Aerial Image 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2017, 期号: x, 页码: x
作者:  Xiaofeng Sun;  Shuhan Shen;  Hainan Cui;  Lihua Hu;  Zhanyi Hu
浏览  |  Adobe PDF(65663Kb)  |  收藏  |  浏览/下载：355/91  |  提交时间：2018/10/09
Oblique Aerial Image  Point Cloud  Urban Reconstruction  Semantic Labeling  
Multi angle optimal pattern-based deep learning for automatic facial expression recognition 期刊论文
Pattern Recognition Letters, 2017, 期号: XX, 页码: 1-9
作者:  Jain Deepak Kumar;  Zhang Zhang;  Huang Kaiqi;  Kaiqi Huang
浏览  |  Adobe PDF(1796Kb)  |  收藏  |  浏览/下载：388/141  |  提交时间：2018/06/19
Stm  Surf  Cnn  Lstm  
Learning to detect small impurities with superpixel proposals 会议论文
, Macau SAR, China, December 5-8, 2017
作者:  Guo Y(郭跃);  He YJ(贺一家);  Song HT(宋海涛);  Yuan K(原魁)
浏览  |  Adobe PDF(1550Kb)  |  收藏  |  浏览/下载：378/89  |  提交时间：2018/05/30
Impurity Detection  Superpixel Proposal  Overlapped Grid Structure  Convolutional Neural Network  
High-Resolution Remote Sensing Data Classification over Urban Areas Using Random Forest Ensemble and Fully Connected Conditional Random Field 期刊论文
ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2017, 卷号: 6, 期号: 8, 页码: 1-26
作者:  Sun, Xiaofeng;  Lin, Xiangguo;  Shen, Shuhan;  Hu, Zhanyi
浏览  |  Adobe PDF(18038Kb)  |  收藏  |  浏览/下载：396/64  |  提交时间：2018/03/03
Semantic Labeling  Random Forest  Conditional Random Field  Differential Morphological Profile  Ensemble Learning