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Partially Occluded Facial Image Retrieval Based on a Similarity Measurement
المؤلفون المشاركون
Park, Sohee
Lee, Hansung
Yoo, Jang-Hee
Kim, Geonwoo
Kim, Soonja
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-07-26
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
We present a partially occluded facial image retrieval method based on a similarity measurement for forensic applications.
The main novelty of this method compared with other occluded face recognition algorithms is measuring the similarity based on Scale Invariant Feature Transform (SIFT) matching between normal gallery images and occluded probe images.
The proposed method consists of four steps: (i) a Self-Quotient Image (SQI) is applied to input images, (ii) Gabor-Local Binary Pattern (Gabor-LBP) histogram features are extracted from the SQI images, (iii) the similarity between two compared images is measured by using the SIFT matching algorithm, and (iv) histogram intersection is performed on the SIFT-based similarity measurement.
In experiments, we have successfully evaluated the performance of the proposed method with the commonly used benchmark database, including occluded facial images.
The results show that the correct retrieval ratio was 94.07% in sunglasses occlusion and 93.33% in scarf occlusion.
As such, the proposed method achieved better performance than other Gabor-LBP histogram-based face recognition algorithms in eyes-hidden occlusion of facial images.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Park, Sohee& Lee, Hansung& Yoo, Jang-Hee& Kim, Geonwoo& Kim, Soonja. 2015. Partially Occluded Facial Image Retrieval Based on a Similarity Measurement. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1073258
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Park, Sohee…[et al.]. Partially Occluded Facial Image Retrieval Based on a Similarity Measurement. Mathematical Problems in Engineering No. 2015 (2015), pp.1-11.
https://search.emarefa.net/detail/BIM-1073258
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Park, Sohee& Lee, Hansung& Yoo, Jang-Hee& Kim, Geonwoo& Kim, Soonja. Partially Occluded Facial Image Retrieval Based on a Similarity Measurement. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-11.
https://search.emarefa.net/detail/BIM-1073258
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1073258
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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