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A QoS-QoR Aware CNN Accelerator Design Approach 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 11, 页码: 1995-2007
作者:  Wang, Ying;  Li, Huawei;  Cheng, Long;  Li, Xiaowei
收藏  |  浏览/下载：46/0  |  提交时间：2020/12/10
Approximate computing  convolutional neural network (CNN)  deep learning (DL)  quality of service (QoS)  real-time  
Addressing Sparsity in Deep Neural Networks 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2019, 卷号: 38, 期号: 10, 页码: 1858-1871
作者:  Zhou, Xuda;  Du, Zidong;  Zhang, Shijin;  Zhang, Lei;  Lan, Huiying;  Liu, Shaoli;  Li, Ling;  Guo, Qi;  Chen, Tianshi;  Chen, Yunji
收藏  |  浏览/下载：255/0  |  提交时间：2019/12/10
Accelerator  architecture  deep neural networks (DNNs)  sparsity  
Tattoo Image Search at Scale: Joint Detection and Compact Representation Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 10, 页码: 2333-2348
作者:  Han, Hu;  Li, Jie;  Jain, Anil K.;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：260/0  |  提交时间：2019/12/10
Large-scale tattoo search  joint detection and representation learning  sketch based search  multi-task learning  
Cross-Modality Bridging and Knowledge Transferring for Image Understanding 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 10, 页码: 2675-2685
作者:  Yan, Chenggang;  Li, Liang;  Zhang, Chunjie;  Liu, Bingtao;  Zhang, Yongdong;  Dai, Qionghai
收藏  |  浏览/下载：276/0  |  提交时间：2019/12/10
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
Texture Classification in Extreme Scale Variations Using GANet 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 8, 页码: 3910-3922
作者:  Liu, Li;  Chen, Jie;  Zhao, Guoying;  Fieguth, Paul;  Chen, Xilin;  Pietikainen, Matti
收藏  |  浏览/下载：493/0  |  提交时间：2019/08/16
Texture descriptors  rotation invariance  local binary pattern (LBP)  feature extraction  texture analysis  
Unifying Visual Attribute Learning with Object Recognition in a Multiplicative Framework 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 7, 页码: 1747-1760
作者:  Liang, Kongming;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：76/0  |  提交时间：2019/08/16
Attribute learning  zero-shot learning  image understanding  
Image Projective Invariants 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 5, 页码: 1144-1157
作者:  Li, Erbo;  Mo, Hanlin;  Xu, Dong;  Li, Hua
收藏  |  浏览/下载：71/0  |  提交时间：2019/08/16
2D projective transformation  relative projective differential invariant  projective weighted moment invariant  planar object recognition  
Occlusion Aware Facial Expression Recognition Using CNN With Attention Mechanism 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2439-2450
作者:  Li, Yong;  Zeng, Jiabei;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：524/0  |  提交时间：2019/04/03
Facial expression recognition  occlusion  CNN with attention mechanism  gate unit  
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：70/0  |  提交时间：2019/04/03
Scene recognition  deep learning  multimodal  RGB-D  video  CNN  RNN  
Multi-Domain and Multi-Task Learning for Human Action Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 853-867
作者:  Liu, An-An;  Xu, Ning;  Nie, Wei-Zhi;  Su, Yu-Ting;  Zhang, Yong-Dong
收藏  |  浏览/下载：79/0  |  提交时间：2019/04/03
Domain-invariant Learning  multi-task learning  human action recognition