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Background Subtraction Based on Rank Constraint for Point Trajectories


Conference Paper


This work deals with a background subtraction algorithm for a fish-eye lens camera having 3 degrees of freedom, 2 in translation and 1 in rotation. The core assumption in this algorithm is that the background is considered to be composed of a dominant static plane in the world frame. The novelty lies in developing a rank-constraint based background subtraction for equidistant projection model, a property of the fish-eye lens. A detail simulation result is presented to support the hypotheses explained in this paper.

Author(s): Ahmad, A and Del Bue, A and Lima, P
Pages: 1-3
Year: 2009
Month: October

Department(s): Perceiving Systems
Bibtex Type: Conference Paper (inproceedings)

Event Name: 15th Portuguese Conference on Pattern Recognition (RecPad 2009)
Event Place: Aveiro, Portugal

URL: http://www.kyb.tuebingen.mpg.defileadmin/user_upload/files/publications/RecPad-2009-Ahmad.pdf


  title = {Background Subtraction Based on Rank Constraint for Point 
  author = {Ahmad, A and Del Bue, A and Lima, P},
  pages = {1-3},
  month = oct,
  year = {2009},
  url = {http://www.kyb.tuebingen.mpg.defileadmin/user_upload/files/publications/RecPad-2009-Ahmad.pdf},
  month_numeric = {10}