Publications

Only recent publications are listed here. The full list can be found in my Google Scholar Link.

2022

  1. CVPR’22
    Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution
    Tse, Tze Ho Elden, Kim, Kwang In, Leonardis, Ales, and Chang, Hyung Jin
    In IEEE Computer Vision and Pattern Recognition (CVPR) 2022
    arXiv Video Code Website
  2. ICRA’22
    TP-AE: Temporally Primed 6D Object Pose Tracking with Auto-Encoders
    Zheng, Linfang, Leonardis, Ales, Tse, Tze Ho Elden, Horanyi, Nora, Chen, Hua, Zhang, Wei, and Chang, Hyung Jin
    In 2022 IEEE International Conference on Robotics and Automation (ICRA) 2022
    Paper
  3. PR’22
    Repurposing Existing Deep Networks for Caption and Aesthetic-Guided Image Cropping
    Horanyi, Nora, Xia, Kedi, Yi, Kwang Moo, Bojja, Abhishake Kumar, Leonardis, Aleš, and Chang, Hyung Jin
    Elsevier Pattern Recognition 2022
    arXiv
  4. WACV’22
    Novel-View Synthesis of Human Tourist Photos
    Freer, Jonathan, Yi, Kwang Moo, Jiang, Wei, Choi, Jongwon, and Chang, Hyung Jin
    In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision 2022
    Paper Video

2021

  1. CVPR’21
    Vab-al: Incorporating class imbalance and difficulty with variational bayes for active learning
    Choi, Jongwon, Yi, Kwang Moo, Kim, Jihoon, Choo, Jinho, Kim, Byoungjip, Chang, Jinyeop, Gwon, Youngjune, and Chang, Hyung Jin
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021
    arXiv
  2. TMI’21
    Learning a Model-Driven Variational Network for Deformable Image Registration
    Jia, Xi, Thorley, Alexander, Chen, Wei, Qiu, Huaqi, Shen, Linlin, Styles, Iain B, Chang, Hyung Jin, Leonardis, Ales, De Marvao, Antonio, O’Regan, Declan P, and others,
    IEEE Transactions on Medical Imaging 2021
    Paper
  3. Access’21
    Self-supervised spatio-temporal representation learning using variable playback speed prediction
    Cho, Hyeon, Kim, Taehoon, Chang, Hyung Jin, and Hwang, Wonjun
    IEEE Access 2021
    Paper
  4. MVA’21
    Motion-aware ensemble of three-mode trackers for unmanned aerial vehicles
    Lee, Kyuewang, Chang, Hyung Jin, Choi, Jongwon, Heo, Byeongho, Leonardis, Aleš, and Choi, Jin Young
    Machine Vision and Applications 2021
    Paper

2020

  1. Access’20
    User modelling using multimodal information for personalised dressing assistance
    Gao, Yixing, Chang, Hyung Jin, and Demiris, Yiannis
    IEEE Access 2020
    Paper

2019

    2018

    1. TPAMI’18
      Highly articulated kinematic structure estimation combining motion and skeleton information
      Chang, Hyung Jin, and Demiris, Yiannis
      IEEE Transactions on Pattern Analysis and Machine Intelligence 2018
      Paper

    2017

    1. TPAMI’17
      Learning kinematic structure correspondences using multi-order similarities
      Chang, Hyung Jin, Fischer, Tobias, Petit, Maxime, Zambelli, Martina, and Demiris, Yiannis
      IEEE transactions on pattern analysis and machine intelligence 2017
      Paper

    2016

    1. TPAMI’16
      Latent regression forest: structured estimation of 3d hand poses
      Tang, Danhang, Chang, Hyung Jin, Tejani, Alykhan, and Kim, Tae-Kyun
      IEEE Transactions on Pattern Analysis and Machine Intelligence 2016
      Paper