Segmentation of Video Sequences using Spatial-temporal Conditional Random Fields

  • Authors:

  • Lei Zhang;Qiang Ji

  • Affiliations:

  • Rensselaer Polytechnic Institute, 110 8th St., Troy, NY 12180. zhangl2@rpi.edu;Rensselaer Polytechnic Institute, 110 8th St., Troy, NY 12180. qji@ecse.rpi.edu

  • Venue:
  • WMVC '08 Proceedings of the 2008 IEEE Workshop on Motion and video Computing
  • Year:
  • 2008

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Abstract

Tracking and recognition of objects in video sequences suffer from difficulties in learning appropriate object models. Often a high degree of supervision is required, including manual annotation of many training images. We aim at unsupervised learning ...