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Kamyar Nazeri

Principal Software Engineer

Harris Computer Corporation
kamyar.nzr_at_gmail.com


I am a multidisciplinary software engineer, curently working at Harris Computer Corporation, with a professional tenure spanning over a decade and a half and proven expertise in developing enterprise-level distributed applications.
I am a MSc. graduate from OntarioTech's Modeling and Computational Science program and a former member of Imaging Lab. My research interests mainly lie in the areas of computer vision, image processing, deep learning, and generative models.
I actively contribute to the community through my involvement in open-source and open-access initiatives (arXiv, GitHub, Stackoverflow).

Education

  • MSc. in Modeling and Computational Science, 2019

    University of Ontario Institute of Technology

  • BSc. in Electrical Engineering

    Isfahan University of Technology

Recent Publications

A "lines first, color next" image inpainting model inspired by artists work.
PDF arXiv bibtex 
                                @inproceedings{nazeri2019edgeconnect,
                                      title={EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning},
                                      author={Nazeri, Kamyar and Ng, Eric and Joseph, Tony and Qureshi, Faisal and Ebrahimi, Mehran},
                                      journal={arXiv preprint},
                                      year={2019},
                                }

Line art frames video colorization for anime production.
PDF arXiv bibtex 
                                    @article{thasarathan2019automatic,
                                      title={Automatic Temporally Coherent Video Colorization},
                                      author={Thasarathan, Harrish and Nazeri, Kamyar and Ebrahimi, Mehran},
                                      journal={arXiv preprint arXiv:1904.09527},
                                      year={2019},
                                }

Springers Lecture Notes in Computer Science, volume 10945, pp. 85-94, Proceedings of tenth international conference on Articulated Motion and Deformable Objects (AMDO), Palma, Mallorca, Spain.
PDF arXiv bibtex 
                                    @inproceedings{nazeri2018image,
                                          title={Image Colorization Using Generative Adversarial Networks},
                                          author={Nazeri, Kamyar and Ng, Eric and Ebrahimi, Mehran},
                                          booktitle={International Conference on Articulated Motion and Deformable Objects},
                                          pages={85--94},
                                          year={2018},
                                          organization={Springer}
                                    }

ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH). Springers Lecture Notes in Computer Science, volume 10945, pp. 717-726. Proceedings of International Conference on Image Analysis and Recognition (ICIAR), Póvoa de Varzim, Portugal.
PDF arXiv bibtex 
                                    @inproceedings{nazeri2018two,
                                          title={Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification},
                                          author={Nazeri, Kamyar and Aminpour, Azad and Ebrahimi, Mehran},
                                          booktitle={International Conference Image Analysis and Recognition},
                                          pages={717--726},
                                          year={2018},
                                          organization={Springer}
                                    }

Effect of social media on the process of opinion formation in a human population modeled as an external field in the dynamics of the two-dimensional Sznajd model.
PDF arXiv bibtex 
                                    @article{nazeri2018effect,
                                          title={Effect of Social Media on Opinion Formation},
                                          author={Nazeri, Kamyar},
                                          journal={arXiv preprint arXiv:1805.08310},
                                          year={2018}
                                    }