Improving object recognition by transforming Gabor filter responses

Network: Computation in Neural Systems

Volumn 7, Issue 2, 1996, Pages 341-347

  Pötzsch, Michael ^a   Krüger, Norbert ^a   Von Der Malsburg, Christoph ^a,b  

^a RUHR UNIVERSITY BOCHUM   (Germany)

^b University of Southern California ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0000513231     PISSN: 0954898X     EISSN: None     Source Type: Journal    
DOI: 10.1088/0954-898X_7_2_015     Document Type: Article

References (13)

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2. Wiskott L, Fellous J-M, Krüger N and von der Malsburg C 1995 Face recognition and gender determinatipn Proc. Int. Workshop on Automatic Face- and Gesture-Recognition (IWAFGR 95, Zürich, June 1995)
3. Daugman J D 1988 Complete discrete 2-d Gabor transforms by neural networks for image analysis and compression IEEE Trans. Acoust., Speech, Signal Process. 36 1169-79
4. von der Malsburg C 1981 The correlation theory of brain function Internal Report 81-2 MPI Biophysikalische Chemie, Göttingen
5. (reprinted 1994 Domany E, van Hemmen J L and Schulten K (ed) Models of Neural Networks 11 (Berlin: Springer) pp 95-119)
6. Wiskott L and von der Malsburg C 1993 A neural system for the recognition of partially occluded objects in cluttered scenes Int. J. Pattern Recog. Artific. Intell. 7 935-448
7. Jones J P and Palmer L A 1987 An evaluation of the two-dimensional Gabor filter model of simple receptive fields in cat striate cortex J. Neurophysiol. 58 1233-58
8. Lades M 1994 Invariant object recognition with dynamical links, robust to variations in illumination PhD Thesis Fakultät für Physik und Astronomie, Ruhr-Universität Bochum
9. Maurer T and von der Malsburg C 1995 Single-view based recognition of faces rotated in depth Proc. Int. Workshop on Automatic Face- and Gesture-Recognition (IWAFGR 95, Zürich, June 1995)
10. Pötzsch M 1994 Die Behandlung der Wavelet-Transformation von Bildern in der Nähe von Objektkanten Internat Report (IR-INI) 94-04 Institut für Neuroinformatik, Ruhr-Universität Bochum
11. Field D J 1987 Relations between the statistics of natural images and the response properties of cortical cells Opt. Soc. Am. 4 2379-94
12. Fiser J, Biederman I and Cooper E E 1994 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. 35 1625
13. Tanaka K 1983 Neuronal mechanisms of object recognition Science 262 685-8