{"id":2126,"date":"2018-02-15T19:38:59","date_gmt":"2018-02-15T16:38:59","guid":{"rendered":"https:\/\/ishik.edu.iq\/conf\/iec\/?p=2126"},"modified":"2018-02-18T21:48:38","modified_gmt":"2018-02-18T18:48:38","slug":"iec2017-18","status":"publish","type":"post","link":"https:\/\/conferences.tiu.edu.iq\/iec\/iec2017-18\/","title":{"rendered":"Wavelet Transform based Score Fusion for Face Recognition using SIFT Descriptors"},"content":{"rendered":"<p style=\"text-align: center;\"><strong><span style=\"color: #800000;\">3rd International Engineering Conference on Developments in Civil &amp; Computer Engineering Applications (IEC2017)<\/span><\/strong><\/p>\n<p><strong>Title: <\/strong>Wavelet Transform based Score Fusion for Face Recognition using SIFT Descriptors<\/p>\n<p><strong>Authors:<\/strong> Musa M.Ameen, Bilal Ahmed, Muhammed Anwar, Payam M.Hussein<\/p>\n<p><strong>DOI: <\/strong>10.23918\/iec2017.18<\/p>\n<p><strong>Abstract:\u00a0<\/strong>One of the main areas in computer vision is automatic face recognition which deals with detecting human face autonomously. Developments and the progress in the field of face recognition have shown that many face recognition systems and applications the automated methods outperform humans. The conventional Scale-Invariant Feature Transform (SIFT) is used in face recognition where they provide high performances. However, this performance can be improved further by transforming the input into different domains before applying SIFT algorithm. Hence, we apply Discrete Wavelet Transform (DWT) or Gabor Wavelet Transform (GWT) at the input face images, which provides denser and extra information to be used by the conventional SIFT algorithm. Matching scores of SIFT from each subimage is fused before making final decision. Simulations show that the proposed approaches based on wavelet transforms using SIFT provides very high performance compared to the conventional algorithm.<\/p>\n<p><strong>Keywords<\/strong>: SIFT, face recognition, wavelet transform, DWT, GWT, score fusion.<\/p>\n<p>[button href=&#8221;https:\/\/conferences.tiu.edu.iq\/iec\/wp-content\/uploads\/2018\/02\/IEC2017_A18_Wavelet-Transform-Based-Score-Fusion-for-Face-Recognition-using-SIFT-Descriptors.pdf&#8221; size=&#8221;medium&#8221; textcolor=&#8221;#ffffff&#8221;]Full Paper (PDF)[\/button]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>3rd International Engineering Conference on Developments in Civil &amp; Computer Engineering Applications (IEC2017) Title: Wavelet Transform based Score Fusion for Face Recognition using SIFT Descriptors Authors: Musa M.Ameen, Bilal Ahmed, Muhammed Anwar, Payam M.Hussein DOI: 10.23918\/iec2017.18 Abstract:\u00a0One of the main areas in computer vision is automatic face recognition which deals with detecting human face autonomously. &hellip; <\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[15],"tags":[],"class_list":["post-2126","post","type-post","status-publish","format-standard","hentry","category-iec2017-proceedings-book"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Wavelet Transform based Score Fusion for Face Recognition using SIFT Descriptors -<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/conferences.tiu.edu.iq\/iec\/iec2017-18\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Wavelet Transform based Score Fusion for 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