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基于视频摘要的机器⼈学习⽅法研究 学位论文
, 中科院自动化所: 中科院自动化所, 2019
Authors:  张宇佳
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视频摘要  机器⼈学习  机器视觉  机械臂抓取控制  
篇章关系识别方法研究与应用 学位论文
工学博士, 自动化研究所: 中国科学院大学, 2019
Authors:  刘洋
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自然语言理解  篇章关系识别  接地语言学习  基于经验的篇章因果关系识别  基于期望的篇章转折关系识别  
Un-supervised and semi-supervised hand segmentation in egocentric images with noisy label learning 期刊论文
NEUROCOMPUTING, 2019, 卷号: 334, 页码: 11-24
Authors:  Li, Yinlin;  Jia, Lihao;  Wang, Zidong;  Qian, Yang;  Qiao, Hong
Favorite  |  View/Download:21/0  |  Submit date:2019/07/12
Hand segmentation  Un-supervised  Semi-supervised  Deep convolutional neural network  Noisy label  
Deep Reinforcement Learning for Query-Conditioned Video Summarization 期刊论文
Applied Sciences - Basel, 2019, 卷号: 9, 期号: 4, 页码: 750-765
Authors:  Yujia Zhang;  Michael Kampffmeyer;  Xiaoguang Zhao;  Min Tan
View  |  Adobe PDF(3674Kb)  |  Favorite  |  View/Download:42/9  |  Submit date:2019/05/05
Query-conditioned Video Summarization  Deep Reinforcement Learning  Visual-text Embedding  Temporal Modeling  Vision Application  
Three-Dimensional Attention-Based Deep Ranking Model for Video Highlight Detection 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 10, 页码: 2693-2705
Authors:  Jiao,Yifan;  Li,Zhetao;  Huang,Shucheng;  Yang,Xiaoshan;  Liu,Bin;  Zhang,Tianzhu
View  |  Adobe PDF(4692Kb)  |  Favorite  |  View/Download:145/55  |  Submit date:2018/10/10
Video Highlight Detection  Attention Model  Deep Ranking  
Query-Conditioned Three-Player Adversarial Network for Video Summarization 会议论文
, Newcastle upon Tyne, UK, 2018-8
Authors:  Yujia Zhang;  Michael Kampffmeyer;  Xiaodan Liang;  Min Tan;  Eric P. Xing
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Unsupervised Object-Level Video Summarization with Online Motion Auto-Encoder 期刊论文
Pattern Recognition Letters, 2018, 期号: 无, 页码: 无
Authors:  Yujia Zhang;  Xiaodan Liang;  Dingwen Zhang;  Min Tan;  Eric P. Xing
View  |  Adobe PDF(3281Kb)  |  Favorite  |  View/Download:29/8  |  Submit date:2019/05/07
Object-level Video Summarization  Online Motion Auto-encoder  Stacked Sparse Lstm Auto-encoder  
基于时空模型的行为识别研究 学位论文
, 北京: 中国科学院大学, 2018
Authors:  曹聪琦
Adobe PDF(13483Kb)  |  Favorite  |  View/Download:203/14  |  Submit date:2018/05/30
行为识别  时空模型  特征提取  序列建模  深度学习  卷积神经网络  循环神经网络  
EgoGesture: A New Dataset and Benchmark for Egocentric Hand Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 5, 页码: 1038-1050
Authors:  Zhang, Yifan;  Cao, Congqi;  Cheng, Jian;  Lu, Hanqing
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Benchmark  Dataset  Egocentric Vision  Gesture Recognition  First-person View  
Deep Structured Event Modeling for User-Generated Photos 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2100-2113
Authors:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng
View  |  Adobe PDF(1164Kb)  |  Favorite  |  View/Download:117/19  |  Submit date:2018/01/03
Event Analysis  Unusual Event Detection  Deep Learning