Publication

• Layout-induced Video Representation for Recognizing Agent-in-Place Actions [ PDF ] [ Bibtex ]
  Ruichi Yu, Hongcheng Wang, Ang Li, Jingxiao Zheng, Vlad I. Morariu, Larry S. Davis
  IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 2019.

  @article{Yu2018RepresentingVB,
    title={Layout-induced Video Representation for Recognizing Agent-in-Place Actions},
    author={Ruichi Yu and Hongcheng Wang and Ang Li and Jingxiao Zheng and Vlad I. Morariu and Larry S. Davis},
    journal={CoRR},
    year={2018},
    volume={abs/1804.01429}
  }
                              

• Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognition [ PDF ] [ Bibtex ]
  Jingxiao Zheng, Ruichi Yu, Jun-Cheng Chen, Boyu Lu, Carlos Castillo, Rama Chellappa
  IEEE International Conference on Computer Vision (ICCV), Seoul, Korea, 2019.

  @article{bibZhengUncertaintyarxiv2019",
                                    
    title={Uncertainty Modeling of Contextual-Connection between Tracklets for Unconstrained Video-based Face Recognitionn},
    author={Jingxiao Zheng and Ruichi Yu and Jun-Cheng Chen and Boyu Lu and Carlos Castillo and Rama Chellappa},
    journal={arXiv preprint arXiv:1905.02756},
    year={2019}
  }
                              

• Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN [ PDF ] [ Bibtex ]
  Shiyi Lan, Ruichi Yu, Gang Yu, Larry S. Davis,
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Long Beach, CA, 2019.

  @ibYuGeoCNNArxiv2018",
                                    
    title={Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN},
    author={Shiyi Lan and Ruichi Yu and Gang Yu and Larry S. Davis},
    journal={arXiv preprint arXiv:1811.07782},
    year={2018}
  }
                              

• C-WSL: Count-guided Weakly Supervised Localization [ PDF ] [ Bibtex ]
  Mingfei Gao, Ang Li, Ruichi Yu, Vlad I. Morariu, Larry S. Davis
  European Conference on Computer Vision (ECCV), Munich, Germany, 2018.
  

  @InProceedings{gao2017cwsl,
    title={C-WSL: Count-guided Weakly Supervised Localization.},
    author={Mingfei Gao and Ang Li and Ruichi Yu and Vlad I. Morariu and Larry S. Davis},
    booktitle={European Conference on Computer Vision (ECCV)},
    year={2018}
  }
                                  

• NISP: Pruning Networks using Neuron Importance Score Propagation [ PDF ] [ Bibtex ]
  Ruichi Yu, Ang Li, Chun-Fu Chen, Jui-Hsin Lai, Vlad I. Morariu, Xintong Han, Mingfei Gao, Ching-Yung Lin, Larry S. Davis
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR [Spotlight]), Salt Lake City, Utah, 2018.
  

  @InProceedings{Yu_2018_CVPR,
  author = {Yu, Ruichi and Li, Ang and Chen, Chun-Fu and Lai, Jui-Hsin and Morariu, Vlad I. and Han, Xintong and Gao, Mingfei and Lin, Ching-Yung and Davis, Larry S.},
  title = {NISP: Pruning Networks Using Neuron Importance Score Propagation},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2018}
  }
                                      

• VITON: An Image-based Virtual Try-on Network [ PDF ] [ Bibtex ]
  Xintong Han, Zuxuan Wu, Zhe Wu, Ruichi Yu, Larry S. Davis
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR [Spotlight]), Salt Lake City, Utah, 2018.
  

  @InProceedings{han_2018_CVPR,
  author = {Xintong Han and Zuxuan Wu and Zhe Wu and Ruichi Yu and Larry S. Davis},
  title = {VITON: An Image-based Virtual Try-on Network},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2018}
  }
                                      

• Dynamic Zoom-in Network for Fast Object Detection in Large Images [ PDF ] [ Bibtex ]
  Mingfei Gao, Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Salt Lake City, Utah, 2018.
  

  @InProceedings{Gao_2018_CVPR,
  author = {Gao, Mingfei and Yu, Ruichi and Li, Ang and Morariu, Vlad I. and Davis, Larry S.},
  title = {Dynamic Zoom-In Network for Fast Object Detection in Large Images},
  booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  month = {June},
  year = {2018}
  }
                                              

• ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos [ PDF ] [ Bibtex ]
  Ruichi Yu, Hongcheng Wang, Larry S. Davis
  IEEE Winter Conference on Applications of Computer Vision (WACV), Lake Tahoe, CA, 2018.
  

  @InProceedings{yu_2018_wacv,
  author = {Ruichi Yu and Hongcheng Wang and Larry S. Davis},
  title = {ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  month = {June},
  year = {2018}
  }
                                              

• Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation [ PDF ] [ Bibtex ]
  Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis
  IEEE International Conference on Computer Vision (ICCV), Venice, Italy, 2017.
• Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval [ PDF ] [ Poster ] [ Data ] [ Code ] [ Bibtex ]
  Ang Li, Jin Sun, Joe Yue-Hei Ng, Ruichi Yu, Vlad I. Morariu, Larry S. Davis
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, Hawaii, 2017.
  - Invited poster at CVPR 2017 Vision meets Cognition Workshop on July 21, 2017.
  - Invited poster at CVPR 2017 Bridges to 3D Workshop on July 26, 2017.
  
• Brain Neuron Network Extraction and Analysis of Live Mice from Imaging Videos [ PDF ] [ Bibtex ]
  Ruichi Yu, Jui-Hsin Lai, Shun-Xuan Wang, Ching-Yung Lin
  International Journal of Multimedia Data Engineering and Management (IJMDEM), 8(3): 1-20, 2017.
  
• The Role of Context Selection in Object Detection [ PDF ] [ Bibtex ]
  Ruichi Yu, Xi Chen, Vlad I. Morariu, Larry S. Davis
  British Machine Vision Conference (BMVC [Spotlight]), York, UK, 2016.
  

  @InProceedings{yu_2016_bmvc,
  author = {Ruichi Yu and Xi Chen and Vlad I. Morariu and Larry S. Davis},
  title = {The Role of Context Selection in Object Detection},
  booktitle = {British Machine Vision Conference (BMVC)},
  year = {2016}
  }
                                              

Patent

• Pruning Redundant Neurons and Kernels of Deep Convolutional Neural Networks [ Link ]
  Chun-Fu CHEN, Jui-Hsin LAI, Ching-Yung LIN, Guangnan YE, Ruichi YU
  Patent number: 20190122113, Type: Application, Filed: October 19, 2017, Publication date: April 25, 2019
  
• Methods and Systems for determining object activity within a region of interest [ Link ]
  Hongcheng Wang, Rui Min, Hong Li, Ruichi Yu
  Patent number: 20190318171, Type: Application, Filed: March 14, 2019, Publication date: October 17, 2019
  
• Object Action Classification For Autonomous Vehicles [ Link ]
  Junhua Mao, Congcong Li, Alper Ayvaci, Chen Sun, Kevin Murphy, Ruichi Yu
  Patent number: 20200125112, Type: Application, Filed: October 22, 2018, Publication date: April 23, 2020
  
• Relevant motion detection in video [ Link ]
  Ruichi Yu, Hongcheng Wang
  Patent number: 10861168, Type: Grant, Filed: September 7, 2018, Date of Patent: December 8, 2020
  

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