Science Journal of Circuits, Systems and Signal Processing

Volume 2, Issue 4, August 2013

  • Appearance and Shape Based Face Recognition Using Backpropagation Learning Neural Network Algorithm with Different Lighting Variations

    Md. Rabiul Islam, Rizoan Toufiq, Md. Abdus Sobhan

    Issue: Volume 2, Issue 4, August 2013
    Pages: 93-99
    Received: Jul. 27, 2013
    Accepted:
    Published: Aug. 30, 2013
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    Abstract: This paper presents an approach of face recognition system using Backpropagation learning neural network algorithm introducing appearance and shape based facial features to enhance the efficiency with different lighting variations. To extract the appearance and shape based facial feature, Active Appearance Model (AMM) has been applied. Appearance b... Show More