Peter Roth

Research output

Research output per year 2005 2009 2010 2011 2012 2013 2017 2019 2023

• 99 Conference paper
• 9 Article
• 7 Chapter
• 6 Anthology
• 12 More
  • 4 Preprint
  • 3 Patent
  • 1 Other report
  • 1 (Old data) Lecture or Presentation
  • 1 Paper
  • 1 Editorial
  • 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2014

  Mahalanobis Distance Learning for Person Re-Identification

  Roth, P., Hirzer, M., Köstinger, M., Beleznai, C. & Bischof, H., 2014, Person Re-Identification. 1 ed. London: Springer, p. 247-267 (Advances in Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Mahalanobis Distance 100%
  • Distance Learning 100%
  • Linear Discriminant 33%
  • Information-Theoretic Learning 33%
  • Based Metric Learning 33%
• 2013

  Hough-Based Tracking of Deformable Objects

  Godec, M., Roth, P. & Bischof, H., 2013, Decision Forests for Computer Vision and Medical Image Analysis. ., p. 159-173 (Advances in Computer Vision and Pattern Recognition).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

• Learning Object Detectors in Stationary Environments

  Roth, P., Sternig, S. & Bischof, H., 2013, Advances in Computer Vision and Pattern Recognition. Advanced Topics in Computer Vision ed. ., p. 377-409 (Advanced Topics in Computer Vision).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• 2010

  Efficient Robust Active Appearance Model Fitting

  Storer, M., Roth, P., Urschler, M., Bischof, H. & Birchbauer, J. A., 2010, Computer Vision, Imaging and Computer Graphics. Theory and Applications: International Joint Conference, VISIGRAPP 2009, Lisboa, Portugal, February 5-8, 2009. Revised Selected Papers. Ranchordas, A. K., Pereira, J. M., Araujo, H. J. & Tavares, J. M. R. S. (eds.). Berlin Heidelberg: Springer, Vol. 68. p. 229-241 (Communications in Computer and Information Science).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review

  • active appearance model 100%
  • Principal Component Analysis 100%
  • Appearance Model 100%
  • Computational Effort 20%
  • Local Minimum 20%
• 2009

  Fast-robust PCA

  Storer, M., Roth, P., Urschler, M. & Bischof, H., 2009, Image Analysis: 16th Scandinavian Conference, SCIA 2009, Oslo, Norway, June 15-18, 2009. Proceedings. Salberg, A-B., Hardeberg, J. Y. & Jensen, R. (eds.). Berlin Heidelberg: Springer, Vol. 5575. p. 430-439

  Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • Component Analysis 100%
  • Principal Components 100%
  • Principal Component Analysis 100%
  • Outlier Detection 25%
  • Detection Procedure 25%

• Online learning of person detectors by co-training from multiple cameras

  Roth, P., Leistner, C., Grabner, H. & Bischof, H., 2009, Multi-Camera Networks: Principles and Applications. 1 ed. Amsterdam [u.a.]: Academic Press, p. 313-334

  Research output: Chapter in Book/Report/Conference proceeding › Chapter
• 2008

  Conservative Learning for Object Detectors

  Roth, P. & Bischof, H., 2008, Machine learning techniques for multimedia. 1 ed. Berlin [u.a.]: Springer, p. 139-158 (Cognitive technologies).

  Research output: Chapter in Book/Report/Conference proceeding › Chapter