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Original Article

Improving object recognition by transforming Gabor filter responses

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Pages 341-347 | Received 31 Jan 1996, Published online: 09 Jul 2009

References

  • Lades M, Vorbrüggen J C, Buhmann J, Lange J, von der Malsburg C, Würtz R P, Konen W. Distortion invariant object recognition in the dynamic link architecture. IEEE Trans. Comput. 1993; 42: 300–11
  • Wiskott L, Fellous J-M, Krüger N, von der Malsburg C. Face recognition and gender determination. Proc. Int. Workshop on Automatic Face- and Gesture-Recognition (IWAFGR 95), Zürich, June, 1995
  • Daugman J D. Complete discrete 2-d Gabor transforms by neural networks for image analysis and compression. IEEE Trans. Acoust., Speech, Signal Process. 1988; 36: 1169–79
  • von der Malsburg C. The correlation theory of brain function. Internal Report 81-2. MPI Biophysikalische Chemie, Göttingen 1981; 95–119, reprinted 1994 Domany E, van Hemmen J. L., and Schulten K (ed) Models of Neural Networks II, (Berlin, Springer)
  • Wiskott L, von der Malsburg C. A neural system for the recognition of partially occluded objects in cluttered scenes. Int. J. Pattern Recog. Artific. Intell. 1993; 7: 935–48
  • Jones J P, Palmer L A. An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex. J. Neurophysiol. 1987; 58: 1233–58
  • Lades M. Invariant object recognition with dynamical links, robust to variations in illumination. Fakultät für Physik und Astronomie, Ruhr-Universität Bochum. 1994, PhD Thesis
  • Maurer T, von der Malsburg C. Single-view based recognition of faces rotated in depth. Proc. Int. Workshop on Automatic Face- and Gesture-Recognition (IWAFGR 95), Zürich, June, 1995
  • Pötzsch M. Die Behandlung der Wavelet-Transformation von Bildern in der Nähe von Objektkanten. Internal Report (IR-INI) 94-04. Institut für Neuroinformatik, Ruhr-Universität Bochum. 1994
  • Field D J. Relations between the statistics of natural images and the response properties of cortical cells. Opt. Soc. Am. 1987; 4: 2379–94
  • Fiser J, Biederman I, Cooper E E. Are the direct outputs of Gabor filters sufficient for human object recognition or are they only the prior stage for intermediate representations?. Invest. Ophthalmol. Visual Sci. 1994; 35: 1625
  • Tanaka K. Neuronal mechanisms of object recognition. Science 1983; 262: 685–8

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