Multimedia Computing and Computer Vision Lab

Login  

Home

     

Courses

     

People

     

Research

     

Publications

     

Student Theses

     

Source Code / Datasets

     

Contact

     

Anton Winschel

From Multimedia Computing Lab - University of Augsburg


Main
  • Phone:
    • +49 (821) 598 4368
  • Email:
    • anton {.} winschel {at} informatik.uni-augsburg.de
  • Room:
    • 1012, N

Research Interests

  • Computer Vision
  • Machine Learning
  • Deep Learning
  • Image Processing
  • Object Recognition

Projects

  • HalfCube: a Dataset Generator for Human Pose Estimation
  • Company Logo Detection and Localization
  • Object Proposals from Deep Convolutional Neural Networks
  • Synthetic Training Data for Object Recognition
  • Robust Deep Convolutional Neural Networks

Bachelor Thesis

  • Anton Winschel, Random Forests zur Sch├Ątzung menschlicher Posen, November 2013 [PDF]

Master Thesis

  • Anton Winschel, Generierung von Objekthypothesen mittels tiefer Faltungsnetze, Mai 2016 [PDF]

Publications

  • Christian Eggert, Stephan Brehm, Anton Winschel, Dan Zecha, Rainer Lienhart, A Closer Look: Small Object Detection in Faster R-CNN, International Conference on Multimedia 2017 (IEEE ICME 2017), Hong Kong, July 2017
  • Christian Eggert, Anton Winschel, Dan Zecha, Rainer Lienhart, Saliency-guided Selective Magnification for Company Logo Detection, International Conference on Pattern Recognition 2016 (ICPR 2016), Cancun, December 2016 [PDF]
  • Anton Winschel, Rainer Lienhart, Christian Eggert, Diversity in Object Proposals, arXiv:1603.04308 [cs.CV], March 2016 [PDF]
  • Christian Eggert, Anton Winschel, Rainer Lienhart, On the Benefit of Synthetic Data for Company Logo Detection, ACM Multimedia 2015 (ACMMM 2015), Brisbane, October 2015 [PDF]

Teaching