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Deep semantic preserving hashing for large scale image retrieval 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 17, 页码: 23831-23846
作者:  Zareapoor, Masoumeh;  Yang, Jie;  Jain, Deepak Kumar;  Shamsolmoali, Pourya;  Jain, Neha;  Kant, Surya
收藏  |  浏览/下载：197/0  |  提交时间：2019/12/16
Convolutional auto-encoder  Image hashing  Image retrieval  Deep learning  Similarity search  Learning to hash  
Deep convolution network for surveillance records super-resolution 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 17, 页码: 23815-23829
作者:  Shamsolmoali, Pourya;  Zareapoor, Masoumeh;  Jain, Deepak Kumar;  Jain, Vinay Kumar;  Yang, Jie
收藏  |  浏览/下载：198/0  |  提交时间：2019/12/16
Super-resolution  Convolution neural networks  Surveillance records  Deep learning  
High-dimensional multimedia classification using deep CNN and extended residual units 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 17, 页码: 23867-23882
作者:  Shamsolmoali, Pourya;  Jain, Deepak Kumar;  Zareapoor, Masoumeh;  Yang, Jie;  Alam, M. Afshar
收藏  |  浏览/下载：190/0  |  提交时间：2019/12/16
High dimensional  Multimedia data classification  Deep learning  Feature extraction  Residual network  
An effective approach for emotion detection in multimedia text data using sequence based convolutional neural network 期刊论文
MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 卷号: 78, 期号: 20, 页码: 29607-29639
作者:  Shrivastava, Kush;  Kumar, Shishir;  Jain, Deepak Kumar
收藏  |  浏览/下载：208/0  |  提交时间：2019/12/16
Multimedia data  Emotion detection  Deep learning  Convolutional neural network  Deep neural network  
Universal Approximation Capability of Broad Learning System and Its Structural Variations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 4, 页码: 1191-1204
作者:  Chen, C. L. Philip;  Liu, Zhulin;  Feng, Shuang
收藏  |  浏览/下载：259/0  |  提交时间：2019/12/16
Broad learning system (BLS)  deep learning  face recognition  functional link neural networks (FLNNs)  non-linear function approximation  time-variant big data modeling  universal approximation