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Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
MCFL: multi-label contrastive focal loss for deep imbalanced pedestrian attribute recognition 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 15
作者:  Chen, Lin;  Song, Jingkuan;  Zhang, Xuerui;  Shang, Mingsheng
收藏  |  浏览/下载：95/0  |  提交时间：2022/08/22
Pedestrian attribute recognition  Multi-label contrastive loss  Deep convolutional neural network  Multi-label learning  Imbalanced learning  
Ordinal regression with representative feature strengthening for face anti-spoofing 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2022, 页码: 17
作者:  Jiang, Fangling;  Liu, Pengcheng;  Zhou, Xiang-Dong
收藏  |  浏览/下载：43/0  |  提交时间：2022/08/22
Face anti-spoofing  Ordinal regression  Representative feature strengthening  Inter-class relationships  
Hyperspectral image classification based on optimized convolutional neural networks with 3D stacked blocks 期刊论文
EARTH SCIENCE INFORMATICS, 2022, 页码: 13
作者:  Zhang, Xiaoxia;  Guo, Yong;  Zhang, Xia
收藏  |  浏览/下载：43/0  |  提交时间：2022/08/22
Convolutional neural network  3D convolution  Hyperspectral image classification  Stacked blocks  Attention mechanism  Spectral-spatial characteristics  
Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载：73/0  |  提交时间：2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
Dynamical Conventional Neural Network Channel Pruning by Genetic Wavelet Channel Search for Image Classification 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 11
作者:  Chen, Lin;  Gong, Saijun;  Shi, Xiaoyu;  Shang, Mingsheng
收藏  |  浏览/下载：76/0  |  提交时间：2021/12/28
neural network pruning  neural architecture search  wavelet features  neural network compression  image classification  
STA-VPR: Spatio-Temporal Alignment for Visual Place Recognition 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2021, 卷号: 6, 期号: 3, 页码: 4297-4304
作者:  Lu, Feng;  Chen, Baifan;  Zhou, Xiang-Dong;  Song, Dezhen
收藏  |  浏览/下载：275/0  |  提交时间：2021/06/01
Deep learning for visual perception  localization  vision-based navigation  
Robust Visual Place Recognition in Changing Environments Using Improved DTW 期刊论文
INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2021, 卷号: 30, 期号: 2, 页码: 25
作者:  Lu, Feng;  Chen, Baifan;  Guo, Zhaohong;  Zhou, Xiangdong
收藏  |  浏览/下载：64/0  |  提交时间：2021/05/17
Place recognition  loop closure detection  mobile robots  SLAM  
Training and Operation of Multi-layer Convolutional Neural Network Using Electronic Synapses 期刊论文
Journal of Physics: Conference Series, 2020, 卷号: 1631, 期号: 1
作者:  Ding,Yi;  Li,Penglong;  Liu,Jiaqi;  Luo,Ding;  Li,Xiaolong;  Li,Zhenghao
收藏  |  浏览/下载：49/0  |  提交时间：2021/02/24
Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 144246-144258
作者:  Qiu, Yuming;  Cai, Jingyong;  Qin, Xiaolin;  Zhang, Ju
收藏  |  浏览/下载：91/0  |  提交时间：2020/10/12
Lesions  Image segmentation  Skin  Measurement  Predictive models  Training  Task analysis  Deep convolutional neural networks  ensemble learning  fully connected CRFs  pigmented skin lesion segmentation