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Accelerating DNN-based 3D point cloud processing for mobile computing 期刊论文
SCIENCE CHINA-INFORMATION SCIENCES, 2019, 卷号: 62, 期号: 11, 页码: 11
作者:  Liu, Bosheng;  Chen, Xiaoming;  Han, Yinhe;  Li, Jiajun;  Xu, Haobo;  Li, Xiaowei
收藏  |  浏览/下载：225/0  |  提交时间：2019/12/10
deep neural network acceleration  point cloud data  neighbor point search  mobile robotics  hardware architecture  
Low-Light Image Enhancement via a Deep Hybrid Network 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4364-4375
作者:  Ren, Wenqi;  Liu, Sifei;  Ma, Lin;  Xu, Qianqian;  Xu, Xiangyu;  Cao, Xiaochun;  Du, Junping;  Yang, Ming-Hsuan
收藏  |  浏览/下载：517/0  |  提交时间：2019/08/16
Low-light image enhancement  convolutional neural network  recurrent neural network  
Edge Computing for Autonomous Driving: Opportunities and Challenges 期刊论文
PROCEEDINGS OF THE IEEE, 2019, 卷号: 107, 期号: 8, 页码: 1697-1716
作者:  Liu, Shaoshan;  Liu, Liangkai;  Tang, Jie;  Yu, Bo;  Wang, Yifan;  Shi, Weisong
收藏  |  浏览/下载：43/0  |  提交时间：2020/12/10
Connected and autonomous vehicles (CAVs)  edge computing  heterogeneous computing  security  vehicle-to-everything (V2X)  vehicular operating system  
Cross-position activity recognition with stratified transfer learning 期刊论文
PERVASIVE AND MOBILE COMPUTING, 2019, 卷号: 57, 页码: 1-13
作者:  Chen, Yiqiang;  Wang, Jindong;  Huang, Meiyu;  Yu, Han
收藏  |  浏览/下载：110/0  |  提交时间：2019/08/16
Activity recognition  Transfer learning  Domain adaptation  Pervasive computing  
A Novel Feature Incremental Learning Method for Sensor-Based Activity Recognition 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 6, 页码: 1038-1050
作者:  Hu, Chunyu;  Chen, Yiqiang;  Peng, Xiaohui;  Yu, Han;  Gao, Chenlong;  Hu, Lisha
收藏  |  浏览/下载：267/0  |  提交时间：2019/08/16
Feature incremental learning  activity recognition  random forest  
Visual IoT: Enabling Internet of Things Visualization in Smart Cities 期刊论文
IEEE NETWORK, 2019, 卷号: 33, 期号: 2, 页码: 102-110
作者:  Ji, Wen;  Xu, Jingce;  Qiao, Hexiang;  Zhou, Mengdi;  Jiang, Bing
收藏  |  浏览/下载：243/0  |  提交时间：2019/08/16
A Fast Indoor/Outdoor Transition Detection Algorithm Based on Machine Learning 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Zhu, Yida;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ning, Bokun;  Ke, Qixue;  Zhang, Chen
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
machine learning  quickly switching  GNSS measurements  indoor  outdoor detection  seamless indoor and outdoor navigation and positioning  smartphone  
Pedestrian Stride-Length Estimation Based on LSTM and Denoising Autoencoders 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 23
作者:  Wang, Qu;  Ye, Langlang;  Luo, Haiyong;  Men, Aidong;  Zhao, Fang;  Huang, Yan
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
indoor positioning  deep learning  pedestrian dead reckoning  walking distance  stride-length estimation  
A Human Activity Recognition Algorithm Based on Stacking Denoising Autoencoder and LightGBM 期刊论文
SENSORS, 2019, 卷号: 19, 期号: 4, 页码: 20
作者:  Gao, Xile;  Luo, Haiyong;  Wang, Qu;  Zhao, Fang;  Ye, Langlang;  Zhang, Yuexia
收藏  |  浏览/下载：73/0  |  提交时间：2019/08/16
human activity recognition  indoor positioning  deep learning  Stacking Denoising Autoencoder  LightGBM  
Learning Effective RGB-D Representations for Scene Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 980-993
作者:  Song, Xinhang;  Jiang, Shuqiang;  Herranz, Luis;  Chen, Chengpeng
收藏  |  浏览/下载：71/0  |  提交时间：2019/04/03
Scene recognition  deep learning  multimodal  RGB-D  video  CNN  RNN