Dr. Taha Alhersh

Alumni Researcher

Email : taha @ informatik.uni-mannheim.de

alhersh.github.io

Research group:  Artificial Intelligence

https://orcid.org/0000-0002-3673-5397


Research Interests

  • Machine Learning
  • Computer Vision
  • Activity Recognition

Publications

Articles

Conference Items

  • Alhersh, T., Belhaouari, S. und Stuckenschmidt, H. (2020). Metrics performance analysis of optical flow. In , VISIGRAPP 2020 : proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 27, 2020 – Feb 29, 2020, Valetta, Malta (S. 749-758). Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, SCITEPRESS – Science and Technology Publications: Setúbal.
  • Alhersh, T., Brahim Belhaouari, S. und Stuckenschmidt, H. (2019). Action recognition using local visual descriptors and inertial data. In , Ambient Intelligence : 15th European Conference, AmI 2019, Rome, Italy, November 13–15, 2019, Proceedings (S. 123-138). Lecture Notes in Computer Science, Springer International Publishing: Cham.
  • Alhersh, T. und Stuckenschmidt, H. (2019). On the combination of IMU and optical flow for action recognition. In , 2019 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops) : 11–15 March 2019 in Kyoto, Japan (S. 17-21). 2019 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), IEEE: Piscataway, NJ.
  • Alhersh, T. und Stuckenschmidt, H. (2019). Unsupervised fine-tuning of optical flow for better motion boundary estimation. In , Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications : February 25-27, 2019, in Prague, Czech Republic ; Volume 5: VISAPP (S. 776-783). Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications – Volume 5: VISAPP, SciTePress: Setúbal, Portugal.
  • Alhersh, T., Samir, B. B., Al-Absi, H. R. H., Alorainy, A. und Bouzid, B. (2016). Species identification using part of DNA sequence: Evidence from machine learning algorithms. In , BICT 2015, Proceedings of the 9th EAI International Conference on Bio-inspired Information and Communications Technologies (formerly BIONETICS), New York City, United States, December 3-5, 2015 (S. 490-494). , ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering): Brussels.
  • Al-Absi, H. R. H., Samir, B. B., Alhersh, T. und Sulaiman, S. (2013). On the combination of wavelet and curvelet for feature extraction to classify lung cancer on chest radiographs. In , 35th annual international conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013) : Osaka, Japan, 3 – 7 July 2013 (S. 3674-3677). Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, IEEE: Piscataway, NJ.

Dissertation