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Adaptive Attention Annotation Model: Optimizing the Prediction Path through Dependency Fusion 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 卷号: 13, 期号: 9, 页码: 4665-4683
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Zheng, Yang;  Li, Xiaoqian;  Liang, Wei;  Li, Yuejun
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image annotation  multiple dependencies  self-attention  prediction path  Triplet Margin loss  
Spatial non-local attention for thoracic disease diagnosis and visualisation in weakly supervised learning 期刊论文
IET IMAGE PROCESSING, 2019, 卷号: 13, 期号: 11, 页码: 1922-1930
Authors:  Yang, Menglin;  Li, Ding;  Zhang, Wensheng
Favorite  |  View/Download:9/0  |  Submit date:2019/12/16
feature extraction  diseases  medical image processing  patient diagnosis  image segmentation  image classification  supervised learning  image annotation  thoracic disease diagnosis  weakly supervised learning  computer-aided diagnosis  coarse image-level annotations  pathological area  nonlocal aware features  fine-grained expertise  clinical diagnosis  visualisation method  chest X-ray dataset  spatial nonlocal attention mechanism  ResNet-SNA  
Inductive Zero-Shot Image Annotation via Embedding Graph 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 107816-107830
Authors:  Wang, Fangxin;  Liu, Jie;  Zhang, Shuwu;  Zhang, Guixuan;  Li, Yuejun;  Yuan, Fei
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Contextualized word embeddings  graph convolutional network  image annotation  Node2Vec  zero-shot  
Image Annotation through Adaptive Dependency Fusion 会议论文
, 苏州, 2018-12
Authors:  Wang Fangxin(王方心);  Liu Jie;  Zhang Shuwu;  Zhang Guixuan;  Zheng Yang;  Li Xiaoqian
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Image Annotation  Multiple Dependencies  End-to-end  Prediction Path  
A discriminative graph inferring framework towards weakly supervised image parsing 期刊论文
MULTIMEDIA SYSTEMS, 2017, 卷号: 23, 期号: 1, 页码: 5-18
Authors:  Yu, Lei;  Bao, Bing-Kun;  Xu, Changsheng
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Image Annotation  Appearance Model  Label Propagation  Label Localization  Image Parsing  
Multi-Instance Multi-Label Learning Combining Hierarchical Context and its Application to Image Annotation 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 8, 页码: 1616-1627
Authors:  Ding, Xinmiao;  Li, Bing;  Xiong, Weihua;  Guo, Wen;  Hu, Weiming;  Wang, Bo
Adobe PDF(549Kb)  |  Favorite  |  View/Download:120/29  |  Submit date:2016/10/20
Image Annotation  Instance Context  Label Context  Multi-instance  Multi-label  
Deep neural network based image annotation 期刊论文
PATTERN RECOGNITION LETTERS, 2015, 卷号: 65, 页码: 103-108
Authors:  Zhu, Songhao;  Shi, Zhe;  Sun, Chengjian;  Shen, Shuhan
Favorite  |  View/Download:67/0  |  Submit date:2016/03/30
Deep Learning  Multi-label  Multi-modal  Image Annotation  
Multi-label learning with missing labels for image annotation and facial action unit recognition 期刊论文
PATTERN RECOGNITION, 2015, 卷号: 48, 期号: 7, 页码: 2279-2289
Authors:  Wu, Baoyuan;  Lyu, Siwei;  Hu, Bao-Gang;  Ji, Qiang
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Multi-label Learning  Missing Labels  Image Annotation  Facial Action Unit Recognition  
Large Scale Image Annotation via Deep Representation Learning and Tag Embedding Learning 会议论文
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, Shanghai, China, 2015-6-23
Authors:  He,Yonghao;  Wang,Jian;  Kang,Cuicui;  Xiang,Shiming;  Pan,Chunhong
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Large Scale Image Annotation  Deep Representation Learning  Tag Embedding Learning  
网络图像检索系统中的图像语义理解技术研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2015
Authors:  俞雷
Adobe PDF(11933Kb)  |  Favorite  |  View/Download:213/0  |  Submit date:2015/09/02
图像标注  图像语义解析  标签定位  标签传播  表观模型  词库构建  空间上下文  特征提取  Image Annotation  Image Parsing  Label Localization  Label Propagation  Appearance Model  Lexicon Construction  Spatial Context  Feature Extraction