Samet Hicsonmez

I am working as a Research Scientist in TraxRetail. I received my Ph.D. in the Computer Engineering Department at Hacettepe University under supervision of Prof. Dr. Pinar Duygulu and Asst. Prof. Emre Akbas.
Before coming to Hacettepe, I received my master degree from TOBB Economics and Technology University, Computer Engineering Department in 2013, and bachelor degree from Istanbul Technical University, Electronics Engineering in 2009.

News

Research

HoughNet: Integrating near and long-range evidence for visual detection

@misc{HoughNet2021,
      title={HoughNet: Integrating near and long-range evidence for visual detection}, 
      author={Nermin Samet and Samet Hicsonmez and Emre Akbas},
      year={2021}, 
}

Adversarial Segmentation Loss for Sketch Colorization

@INPROCEEDINGS{hicsonmez2021adversarial,
  author={Hicsonmez, Samet and Samet, Nermin and Akbas, Emre and Duygulu, Pinar},
  booktitle={2021 IEEE International Conference on Image Processing (ICIP)}, 
  title={Adversarial Segmentation Loss For Sketch Colorization}, 
  year={2021},
  pages={2403-2407},
  doi={10.1109/ICIP42928.2021.9506637}}

Reducing Label Noise in Anchor-Free Object Detection

@inproceedings{PPDet,
  author = {Nermin Samet and Samet Hicsonmez and Emre Akbas},
  title = {Reducing {L}abel {N}oise in {A}nchor-{F}ree {O}bject {D}etection},
  booktitle = {British Machine Vision Conference (BMVC)},
  year = {2020},
}

HoughNet: Integrating near and long-range evidence for bottom-up object detection

@inproceedings{samet2020houghnet,
  title={HoughNet: Integrating near and long-range evidence for bottom-up object detection},
  author={Samet, Nermin and Hicsonmez, Samet and Akbas, Emre},
  booktitle={European Conference on Computer Vision},
  pages={406--423},
  year={2020},
  organization={Springer}
}

GANILLA: Generative adversarial networks for image to illustration translation

@article{hicsonmez2020ganilla,
  title={GANILLA: Generative adversarial networks for image to illustration translation},
  author={Hicsonmez, Samet and Samet, Nermin and Akbas, Emre and Duygulu, Pinar},
  journal={Image and Vision Computing},
  volume={95},
  pages={103886},
  year={2020},
  publisher={Elsevier}
}

DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books

@inproceedings{hicsonmez2017draw,
  title={DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books},
  author={Hicsonmez, Samet and Samet, Nermin and Sener, Fadime and Duygulu, Pinar},
  booktitle={Proceedings of the 2017 ACM on international conference on multimedia retrieval},
  pages={338--346},
  year={2017}
}

Could We Create A Training Set For Image Captioning Using Automatic Translation?

@inproceedings{samet2017captioning,
    title     = {Could we create a training set for image captioning using automatic translation?},
    author    = {Nermin Samet and Samet Hicsonmez and Pinar Duygulu and Emre Akbas},    
    booktitle = {25th Signal Processing and Communications Applications Conference, {SIU} 2017, Antalya, Turkey, May 15-18, 2017},
    pages     = {1--4},
    year      = {2017},     
    organization={IEEE}
}

Inspired from Jon Barron's website