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基于深度哈希学习的视觉检索研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  王运波
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哈希学习,视觉检索  
不同样本环境下的图像标注关键技术研究 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:  王方心
Adobe PDF(7308Kb)  |  Favorite  |  View/Download:91/4  |  Submit date:2019/12/31
图像标注  预测路径  零样本  领域漂移  词向量语境化  
行人分割与识别研究 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, 2019
Authors:  宋纯锋
Adobe PDF(9416Kb)  |  Favorite  |  View/Download:108/0  |  Submit date:2020/01/13
行人图像分割,行人识别,步态识别,弱监督学习  
基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
Adobe PDF(4464Kb)  |  Favorite  |  View/Download:107/0  |  Submit date:2019/12/31
在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习  
Nonlinear Asymmetric Multi-Valued Hashing 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 11, 页码: 2660-2676
Authors:  Da, Cheng;  Meng, Gaofeng;  Xiang, Shiming;  Ding, Kun;  Xu, Shibiao;  Yang, Qing;  Pan, Chunhong
View  |  Adobe PDF(2583Kb)  |  Favorite  |  View/Download:205/50  |  Submit date:2018/10/07
Asymmetric hashing  multi-valued embeddings  binary sparse representation  nonlinear transformation  
Dynamic Collaborative Tracking 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 10, 页码: 3035-3046
Authors:  Zhu, Guibo;  Zhang, Zhaoxiang;  Wang, Jinqiao;  Wu, Yi;  Lu, Hanqing
View  |  Adobe PDF(2492Kb)  |  Favorite  |  View/Download:201/67  |  Submit date:2018/10/11
Correlation filter (CF)  distracter suppression  online learning  visual tracking  
Unsupervised and Semi-Supervised Image Classification With Weak Semantic Consistency 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2482-2491
Authors:  Zhang, Chunjie;  Cheng, Jian;  Tian, Qi
Favorite  |  View/Download:43/0  |  Submit date:2019/12/16
Semi-supervised classification  unsupervised classification  weak semantic representation  semantic consistency  
Detecting Traffic Information From Social Media Texts With Deep Learning Approaches 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 8, 页码: 3049-3058
Authors:  Chen, Yuanyuan;  Lv, Yisheng;  Wang, Xiao;  Li, Lingxi;  Wang, Fei-Yue
View  |  Adobe PDF(2273Kb)  |  Favorite  |  View/Download:109/25  |  Submit date:2019/08/28
Deep learning  social transportation  traffic information detection  social media  text mining  
Pedestrian Attribute Recognition by Joint Visual-semantic Reasoning and Knowledge Distillation 会议论文
, 中国澳门, 2019-8
Authors:  Li, Qiaozhe;  Zhao, Xin;  He, Ran;  Huang, Kaiqi
View  |  Adobe PDF(640Kb)  |  Favorite  |  View/Download:147/59  |  Submit date:2020/01/14
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:263/118  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling