Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation
T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, Springer, Berlin, 2009, pp. 347–354.
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Abstract
A robust vision system for the counterfeit detection of bank ATM keyboards is presented. The approach is based on the continuous inspection of a keyboard surface by the authenticity verification of coded covert surface features. For the surface coding suitable visual patterns on the keyboard are selected while considering constraints from the visual imperceptibility, robustness and geometrical disturbances to be encountered from the aging effects. The system’s robustness against varying camera-keyboard distances, lighting conditions and dirt-and-scratches effects is investigated. Finally, a demonstrator working in real-time is developed in order to publicly demonstrate the surface authentication process.
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32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication
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5803
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347-354
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Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication. Vol 5803. Lecture Notes in Computer Science. Berlin: Springer; 2009:347-354. doi:https://doi.org/10.1007/978-3-642-04617-9_44
Iqbal, T., Le, D. K., Nolte, M., & Lohweg, V. (2009). Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication (Vol. 5803, pp. 347–354). Berlin: Springer. https://doi.org/10.1007/978-3-642-04617-9_44
Iqbal T et al. (2009) Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, vol. 5803. Berlin: Springer, pp. 347–354.
Iqbal, Taswar, Dinh Khoi Le, Michael Nolte, and Volker Lohweg. “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation .” In 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, 5803:347–54. Lecture Notes in Computer Science. Berlin: Springer, 2009. https://doi.org/10.1007/978-3-642-04617-9_44.
Iqbal, Taswar, Dinh Khoi Le, Michael Nolte und Volker Lohweg. 2009. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 5803:347–354. Lecture Notes in Computer Science. Berlin: Springer. doi:https://doi.org/10.1007/978-3-642-04617-9_44, .
Iqbal, Taswar ; Le, Dinh Khoi ; Nolte, Michael ; Lohweg, Volker: Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, Lecture Notes in Computer Science. Bd. 5803. Berlin : Springer, 2009, S. 347–354
T. Iqbal, D.K. Le, M. Nolte, V. Lohweg, Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation , in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, Springer, Berlin, 2009: pp. 347–354.
T. Iqbal, D. K. Le, M. Nolte, and V. Lohweg, “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation ,” in 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication, 2009, vol. 5803, pp. 347–354.
Iqbal, Taswar, et al. “Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation .” 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, Accepted for Publication, vol. 5803, Springer, 2009, pp. 347–54, doi:https://doi.org/10.1007/978-3-642-04617-9_44.
Iqbal, Taswar et. al. (2009): Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation , in: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication (=Lecture Notes in Computer Science 5803), Berlin, S. 347–354.
Iqbal T, Le DK, Nolte M, Lohweg V. Human Perception Based Counterfeit Detection for Automated Teller Machines, KI 2009, Artificial Intelligence and Automation . In: 32nd Annual Conference on Artificial Intelligence Paderborn | September 15 – 18, 2009, accepted for Publication. Berlin: Springer; 2009. p. 347–54. (Lecture Notes in Computer Science; vol. 5803).
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