EFFICIENT FACE DETECTION USING FUZZY NEURAL NETWORK AND GABOR WAVELET

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Samari Mahya; AsgariFar Elnaz

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Seminar Paper

Paper Information

Seminar: INTERNATIONAL CONFERENCE ON RESEARCH IN SCIENCE AND TECHNOLOGY
Year:2016 | Issue:5

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Title

EFFICIENT FACE DETECTION USING FUZZY NEURAL NETWORK AND GABOR WAVELET

Author(s)

Samari Mahya | AsgariFar Elnaz | Issue Writer Certificate

Keywords

GABOR WAVELET

LOCAL GABOR BINARY PATTERN

FUZZY NEURAL NETWORK

Abstract

THIS PAPER INTRODUCES A FACE DETECTION METHOD IN WHICH LOCAL GABOR BINARY PATTERN (LGBP) IS USED TO EXTRACT FACIAL FEATURES. AND THEIR FEATURE VECTOR IS THEN PLACED ON FUZZY NEURAL NETWORK IN ORDER TO CLASSIFICATION. IN THIS METHOD, FACE IMAGES WERE PROCESSED USING GABOR WAVELET, AND THE MEASURE OF ITS RESPONSE IN ORDER TO IMPROVE LOCAL BINARY PATTERN DESCRIPTOR IS APPLIED. SYSTEM PERFORMANCE INCREASES WHEN THESE TWO DESCRIPTORS ARE COMBINED TOGETHER. SINCE FUZZY NEURAL NETWORK IS A NEW TECHNIQUE IN ORDER TO CLASSIFYING THE PATTERNS ACCORDING TO THE EXTRACTED FEATURES AND IS INSENSITIVE TO SMALL CHANGES ON INPUT DATA, WITH THAT SYSTEM PERFORMANCE CONSIDERABLY WOULD BE IMPROVED. MENTIONED METHOD IS RESISTANT TO SLIGHT CHANGES IN IMAGE DIFFERENT SITUATIONS AND STATE CHANGES.

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APA: Copy

Samari, Mahya, & AsgariFar, Elnaz. (2016). EFFICIENT FACE DETECTION USING FUZZY NEURAL NETWORK AND GABOR WAVELET. INTERNATIONAL CONFERENCE ON RESEARCH IN SCIENCE AND TECHNOLOGY. SID. https://sid.ir/paper/927676/en

Vancouver: Copy

Samari Mahya, AsgariFar Elnaz. EFFICIENT FACE DETECTION USING FUZZY NEURAL NETWORK AND GABOR WAVELET. 2016. Available from: https://sid.ir/paper/927676/en

IEEE: Copy

Mahya Samari, and Elnaz AsgariFar, “EFFICIENT FACE DETECTION USING FUZZY NEURAL NETWORK AND GABOR WAVELET,” presented at the INTERNATIONAL CONFERENCE ON RESEARCH IN SCIENCE AND TECHNOLOGY. 2016, [Online]. Available: https://sid.ir/paper/927676/en

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