Samet Hiçsönmez
Scholar

Samet Hiçsönmez

Google Scholar ID: biHfDhUAAAAJ
Research Associate, University of Luxembourg
computer visionmachine learningsignal processing
Citations & Impact
All-time
Citations
251
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
6
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Publications:
  • - HoughNet: Integrating near and long-range evidence for bottom-up object detection, European Conference on Computer Vision (ECCV), 2020.
  • - GANILLA: Generative adversarial networks for image to illustration translation, Image and Vision Computing (IMAVIS), 2020.
  • - Reducing Label Noise in Anchor-Free Object Detection, British Machine Vision Conference (BMVC), 2020.
  • - Adversarial Segmentation Loss for Sketch Colorization, International Conference on Image Processing (ICIP), 2021.
  • - HoughNet: Integrating near and long-range evidence for visual detection, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022.
Research Experience
  • Research Associate at CVI2 Lab, University of Luxembourg, since Aug 2022; Research Scientist at TraxRetail, Apr 2022 - Jul 2022.
Education
  • Ph.D. in Computer Engineering from Hacettepe University, supervised by Prof. Dr. Pinar Duygulu and Asst. Prof. Emre Akbas; M.S. in Computer Engineering from TOBB Economics and Technology University, 2013; B.S. in Electronics Engineering from Istanbul Technical University, 2009.
Background
  • Research Interests: Computer Vision, with a focus on generative models, 2D/3D object detection and segmentation.