Oleksandr Bailo bio photo

Oleksandr Bailo

CV / ML Research Engineer

Seoul, South Korea Twitter   Scholar ResearchGate LinkedIn Github Stackoverflow e-Mail

My Publications

International Journals

  • Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distribution
    O. Bailo, F. Rameau, K. Joo, J. Park, O. Bogdan, I. Kweon
    Pattern Recognition Letters (PRL), Feb 2018
    [BibTeX] [PDF] [Code]

    @article{bailo2018efficient,
      title={Efficient adaptive non-maximal suppression algorithms for homogeneous spatial keypoint distribution},
      author={Bailo, Oleksandr and Rameau, Francois and Joo, Kyungdon and Park, Jinsun and Bogdan, Oleksandr and Kweon, In So},
      journal={Pattern Recognition Letters},
      volume={106},
      pages={53--60},
      year={2018},
      publisher={Elsevier}
    }
    

International Conferences

  • Intelligent Assistant for People with Low Vision Abilities
    O. Bogdan*, O. Yurchenko*, O. Bailo*, F. Rameau, D. Yoo, I. Kweon
    The Pacific-Rim Symposium on Image and Video Technology (PSIVT), Nov 2017
    [BibTeX] [PDF] [Code]

    @inproceedings{bogdan2017intelligent,
      title={Intelligent Assistant for People with Low Vision Abilities},
      author={Bogdan, Oleksandr and Yurchenko, Oleg and Bailo, Oleksandr and Rameau, Francois and Yoo, Donggeun and Kweon, In So},
      booktitle={Pacific-Rim Symposium on Image and Video Technology},
      pages={448--462},
      year={2017},
      organization={Springer}
    }
    
  • VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition
    S. Lee, J. Kim, J. Yoon, S. Shin, O. Bailo, N. Kim, T. Lee, H. Hong, S. Han, I. Kweon
    IEEE International Conference on Computer Vision (ICCV), Oct 2017
    [BibTeX] [PDF] [Code]

    @inproceedings{lee2017vpgnet,
      title={VPGNet: Vanishing point guided network for lane and road marking detection and recognition},
      author={Lee, Seokju and Kweon, In So and Kim, Junsik and Yoon, Jae Shin and Shin, Seunghak and Bailo, Oleksandr and Kim, Namil and Lee, Tae-Hee and Hong, Hyun Seok and Han, Seung-Hoon},
      booktitle={2017 IEEE International Conference on Computer Vision (ICCV)},
      pages={1965--1973},
      year={2017},
      organization={IEEE}
    }
    
  • Robust road marking detection and recognition using density-based grouping and machine learning techniques
    O. Bailo, S. Lee, F. Rameau, J. Yoon, I. Kweon
    IEEE Winter Conference on Applications of Computer Vision (WACV), Mar 2017
    [BibTeX] [PDF]

    @inproceedings{bailo2017robust,
      title={Robust road marking detection and recognition using density-based grouping and machine learning techniques},
      author={Bailo, Oleksandr and Lee, Seokju and Rameau, Francois and Yoon, Jae Shin and Kweon, In So},
      booktitle={Applications of Computer Vision (WACV), 2017 IEEE Winter Conference on},
      pages={760--768},
      year={2017},
      organization={IEEE}
    }
    

Other Publications

  • Light-weight place recognition and loop detection using road markings
    O. Bailo, F. Rameau and I. Kweon
    arXiv:1710.07434
    [BibTeX] [PDF]

    @article{bailo2017light,
      title={Light-weight place recognition and loop detection using road markings},
      author={Bailo, Oleksandr and Rameau, Francois and Kweon, In So},
      journal={arXiv preprint arXiv:1710.07434},
      year={2017}
    }
    
  • Area-based decision driven best-buddies similarity method for robust template matching
    O. Bailo, J. Choi and I. Kweon
    Image Processing and Image Understanding (IPIU), Feb 2016

Master Thesis