A Two Phase Genetic Programming Approach to Object Detection

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{conf/kes/ZhangAB04,
  title =        "A Two Phase Genetic Programming Approach to Object
                 Detection",
  author =       "Mengjie Zhang and Peter Andreae and Urvesh Bhowan",
  booktitle =    "Proceedings of 8th International Conference on
                 Knowledge-Based Intelligent Information and Engineering
                 Systems, KES 2004. Part III",
  publisher =    "Springer",
  year =         "2004",
  volume =       "3215",
  editor =       "Mircea Gh. Negoita and Robert J. Howlett and 
                 Lakhmi C. Jain",
  pages =        "224--231",
  series =       "Lecture Notes in Computer Science",
  address =      "Wellington, New Zealand",
  month =        sep # " 20-25",
  bibdate =      "2004-11-29",
  bibsource =    "DBLP",
  keywords =     "genetic algorithms, genetic programming",
  ISBN =         "3-540-23205-2",
  DOI =          "doi:10.1007/978-3-540-30134-9_32",
  size =         "8 pages",
  abstract =     "two innovations that improve the efficiency and
                 effectiveness of a genetic programming approach to
                 object detection problems. The first innovation is to
                 break the GP search into two phases with the first
                 phase applied to a selected subset of the training
                 data, and a simplified fitness function. The second
                 phase is initialised with the programs from the first
                 phase, and uses the full set of training data to
                 construct the final detection programs. The second
                 innovation is to add a program size component to the
                 fitness function. Application of this approach to three
                 object detection problems indicated that the
                 innovations increased both the effectiveness and the
                 efficiency of the genetic programming search.",
  notes =        "Fri, 02 Jun 2006 17:03:20 +0800",
}

Genetic Programming entries for Mengjie Zhang Peter Andreae Urvesh Bhowan

Citations