南京理工大学智能媒体分析实验室
Intelligent Media Analysis Group (IMAG), School of Computer Science, Nanjing University of Science and Technology
Intelligent Media Analysis Group (IMAG), School of Computer Science, Nanjing University of Science and Technology
NUW-WIDE-128: A Real-World Web Image Database. The dataset is based on NUS-WIDE and includes:
(1) 269,648 images and the associated tags from Flickr, with a total number of 5,018 unique tags.
(2) Six types of low-level features extracted from these images, including 64-D color histogram, 144-D color correlogram, 73-D edge direction histogram, 128-D wavelet texture, 225-D block-wise color moments and 500-D bag of words based on SIFT descriptions.
(3) Ground-truth for 128 concepts that can be used for evaluation.
(4) User information of 247,849 images.
If you make use of the NUS-WIDE-128 dataset in any form, please cite the following reference.
@article{tang2017tri,
title={Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement},
author={Tang, Jinhui and Shu, Xiangbo and Qi, Guo-Jun and Li, Zechao and Wang, Meng and Yan, Shuicheng and Jain, Ramesh},
journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
year={2017},
doi={10.1109/TPAMI.2016.2608882},
publisher={IEEE}
}
@article{tang2016generalized,
title={Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains},
author={Tang, Jinhui and Shu, Xiangbo and and Li, Zechao and Qi, Guo-Jun and Wang, Jingdong},
journal={ACM Transactions on Multimedia Computing, Communications, and Applications},
volume = {12},
number = {4s},
year={2016}
}
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