Dr.-Ing. Marcel Simon
Former Research Associate
Contact
Address: | Computer Vision Group Department of Mathematics and Computer Science University of Jena Ernst-Abbe-Platz 2 07743 Jena Germany |
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Homepage |
http://marcelsimon.com/ |
Curriculum Vitæ
- since 2014: Scientific Associate at the Computer Vision Group
- 2014: master thesis "Deep learning for visual recognition"
- 2012: exchange semester at the University of Mississippi, Oxford, Mississippi, USA
- 2011: bachelor thesis "Gesture recognition with high-resolution real-time depth data"
- 2007 - 2014: Studies in computer science at Friedrich Schiller University Jena
Current Research Interest
- Classification, especially fine grained classification
- Unsupervised part discovery
- Deep Learning
- Object localization
Projects
- Pre-trained models with batch normalization: AlexNet, VGG16, ResNet
- Constellation models revisited (including our ICCV 2015 publication)
- Fine-grained recognition for biodiversity analysis
- Part discovery
- Fine-grained recognition
Software
- Pre-trained models with batch normalization: AlexNet, VGG16, ResNet
- Online bird recognition demo of our ICCV17 approach (in German)
- Code for our ICCV 2017 publication "Generalized Orderless Pooling Performs Implicit Salient Matching" available!
- Code for our ICCV 2015 Part Constellation Models Paper available!
- Code for our ACCV 2014 Part Detector Discovery Paper available!
- Extended Matlab interface for the Caffe CNN framework