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On Learning Semantic Representations for Large-Scale Abstract Sketches 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 9, 页码: 3366-3379
作者:  Xu, Peng;  Huang, Yongye;  Yuan, Tongtong;  Xiang, Tao;  Hospedales, Timothy M.;  Song, Yi-Zhe;  Wang, Liang
收藏  |  浏览/下载：176/0  |  提交时间：2021/11/03
Semantics  Visualization  Task analysis  Games  Feature extraction  Quantization (signal)  Speech recognition  Practical sketch-based application  semantic representation  hashing  retrieval  zero-shot recognition  edge-map dataset  
Deep Self-Supervised Representation Learning for Free-Hand Sketch 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2021, 卷号: 31, 期号: 4, 页码: 1503-1513
作者:  Xu, Peng;  Song, Zeyu;  Yin, Qiyue;  Song, Yi-Zhe;  Wang, Liang
收藏  |  浏览/下载：223/0  |  提交时间：2021/05/17
Feature extraction  Task analysis  Strain  Computer architecture  Deep learning  Deformable models  Convolution  Self-supervised  representation learning  deep learning  sketch  pretext task  textual convolution network  convolutional neural network  
Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature Modeling 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 2, 页码: 449-463
作者:  Ma, Zhanyu;  Lai, Yuping;  Kleijn, W. Bastiaan;  Song, Yi-Zhe;  Wang, Liang;  Guo, Jun
收藏  |  浏览/下载：278/0  |  提交时间：2019/07/12
Bayesian estimation  computer vision  Dirichlet process (DP) mixture  inverted Dirichlet distribution  variational learning  
Cross-modal subspace learning for fine-grained sketch-based image retrieval 期刊论文
NEUROCOMPUTING, 2018, 卷号: 278, 页码: 75-86
作者:  Xu, Peng;  Yin, Qiyue;  Huang, Yongye;  Song, Yi-Zhe;  Ma, Zhanyu;  Wang, Liang;  Xiang, Tao;  Kleijn, W. Bastiaan;  Guo, Jun
收藏  |  浏览/下载：238/0  |  提交时间：2018/10/10
Cross-modal Subspace Learning  Sketch-based Image Retrieval  Fine-grained  
Robust visual tracking using structural region hierarchy and graph matching 期刊论文
NEUROCOMPUTING, 2012, 卷号: 89, 页码: 12-20
作者:  Song, Yi-Zhe;  Li, Chuan;  Wang, Liang;  Hall, Peter;  Shen, Peiyi
收藏  |  浏览/下载：148/0  |  提交时间：2015/08/12
Tracking  Image Hierarchy  Graph Matching