Linlin Yang

Linlin Yang

A Ph.D. student at University of Bonn

I’m a Ph.D. student under Prof. Angela Yao at University of Bonn, Germany. I received the B.Eng. and M.Eng. degrees from Beihang University on 2013 and 2017 respectively. My main research interest is hand pose estimation.

Research Interests

Machine Learning, Computer Vision and Pattern Recognition. Especially RGB-based Hand Pose Estimation.

Selected Publications

  • CP-NAS: Child-Parent Neural Architecture Search for 1-bit CNNs
    Li’an Zhuo, Baochang Zhang, Hanlin Chen, Linlin Yang, Chen Chen, Yanjun Zhu, David Doermann
    International Joint Conference on Artificial Intelligence (IJCAI), 2020.
    [pdf]

  • Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction
    Anil Armagan, et al.
    European Conference on Computer Vision (ECCV), 2020.
    [pdf]

  • Cogradient Descent for Bilinear Optimization
    Li’an Zhuo, Baochang Zhang, Linlin Yang, Hanlin Chen, Qixiang Ye, David Doermann, Rongrong Ji, Guodong Guo
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.
    [pdf]

  • Aligning Latent Spaces for 3D Hand Pose Estimation
    Linlin Yang*, Shile Li*, Dongheui Lee and Angela Yao
    International Conference on Computer Vision (ICCV), 2019.
    [pdf] [supp] [poster] [Quantitative Results]

  • Disentangling Latent Hands for Image Synthesis and Pose Estimation
    Linlin Yang and Angela Yao
    IEEE Conference on Computer Vision and Pattern Recognition(CVPR), 2019.
    [pdf] [supp] [poster] [Quantitative Results]

  • Image Reconstruction via Manifold Constrained Convolutional Sparse Coding for Image Sets
    Linlin Yang*, Ce Li*, Jungong Han, Chen Chen, Qixiang Ye, Baochang Zhang, Xianbin Cao and Wanquan Liu
    IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2017.
    [pdf]

  • Action Recognition Using 3D Histograms of Texture and A Multi-class Boosting Classifier
    Baochang Zhang,Yun Yang, Chen Chen, Linlin Yang, Jungong Han and Ling Shao
    IEEE Transactions on Image Processing (TIP), 2017.
    [pdf]

  • Adaptive Multi-class Correlation Filters
    Linlin Yang, Chen Chen, Hainan Wang, Baochang Zhang and Jungong Han
    Proceedings of the Pacific-Rim Conference on Multimedia (PCM), 2016.
    [pdf]