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A novel machine learning based approach for iPS progenitor cell identification 期刊论文
PLOS COMPUTATIONAL BIOLOGY, 2019, 卷号: 15, 期号: 12, 页码: 19
作者:  Zhang, Haishan;  Shao, Ximing;  Peng, Yin;  Teng, Yanning;  Saravanan, Konda Mani;  Zhang, Huiling;  Li, Hongchang;  Wei, Yanjie
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2019, 卷号: 28, 期号: 6, 页码: 1191-1197
作者:  Jin, Guoqing;  Zhang, Yongdong;  Lu, Ke
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
file organisation  image retrieval  learning (artificial intelligence)  neural nets  pairwise hashing learning  semantic perserving feature mapping model  adversarial generative process  image feature vector  hash codes  pairwise ranking loss  generative networks  VAE-GAN based hashing framework  image retrieval  content preserving images  similarity retrieval  variational autoencoder  generative adversarial network  Image retrieval  Learning to hash  Variational autoencoder(VAE)  Generative adversarial network(GAN)  
A Novel Sign Language Recognition Framework Using Hierarchical Grassmann Covariance Matrix 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2806-2814
作者:  Wang, Hanjie;  Chai, Xiujuan;  Chen, Xilin
收藏  |  浏览/下载：42/0  |  提交时间：2020/12/10
Covariance matrices  Hidden Markov models  Manifolds  Assistive technology  Feature extraction  Gesture recognition  Correlation  Sign language recognition  grassmann covariance matrix  grassmann manifold  belief propagation  sentence spotting  
Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 10, 页码: 2960-2971
作者:  Wu, Zhe;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：280/0  |  提交时间：2019/12/10
Video saliency  feature integration  fully convolutional network  
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：261/0  |  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：278/0  |  提交时间：2019/12/10
Object and scene recognition  image semantic search  cross-modality bridging  multi-task learning  knowledge transferring  
HidingGAN: High Capacity Information Hiding with Generative Adversarial Network 期刊论文
COMPUTER GRAPHICS FORUM, 2019, 卷号: 38, 期号: 7, 页码: 393-401
作者:  Wang, Zihan;  Gao, Neng;  Wang, Xin;  Xiang, Ji;  Zha, Daren;  Li, Linghui
收藏  |  浏览/下载：40/0  |  提交时间：2020/12/10
Online Asymmetric Metric Learning With Multi-Layer Similarity Aggregation for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4299-4312
作者:  Wu, Yiling;  Wang, Shuhui;  Song, Guoli;  Huang, Qingming
收藏  |  浏览/下载：253/0  |  提交时间：2019/08/16
Cross-modal retrieval  asymmetric metric  online learning  multi-layer aggregation  
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：77/0  |  提交时间：2019/08/16
Attribute learning  zero-shot learning  image understanding  
Learning representations for quality estimation of crowdsourced submissions 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2019, 卷号: 56, 期号: 4, 页码: 1484-1493
作者:  Lyu, Shanshan;  Ouyang, Wentao;  Shen, Huawei;  Cheng, Xueqi
收藏  |  浏览/下载：277/0  |  提交时间：2019/08/16
Crowdsourcing  Quality estimation  Embedding