Face verification with fully dynamic size blocks based on landmark detection

Author Topic: Face verification with fully dynamic size blocks based on landmark detection  (Read 487 times)

Offline iftekhar.swe

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Abstract: Face recognition and verification is still a challenging problem due to several issues such as pose, facial expression, occlusion, imaging conditions, rotation, size and orientation. This paper addresses the problem of recognizing human faces despite the presence in pose and size variation. To handle these problems, we mainly focus on block size definition. Instead of uniform block we thus propose Dynamic Size Blocks (DSB) that is based on facial landmarks. Extensive experimentations are performed on Labeled Faces in the Wild (LFW) dataset with restricted original images. Our proposed landmark based DSB definition has achieved an accuracy of 74.08% on all images and 82.26% on dataset images excluding extreme pose variations.

Full-Paper: https://www.researchgate.net/profile/Md_Efat/publication/269297092_Face_verification_with_fully_dynamic_size_blocks_based_on_landmark_detection/links/5765ce6908aeb4b998071059.pdf
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MD. IFTEKHAR ALAM EFAT
Sr. Lecturer
Department of Software Engineering, FSIT
Daffodil International Univeristy

Offline Fahad Zamal

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I have some resource to share with you. Hope it will help you in this regard.

Offline s.arman

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Thanks for sharing

Offline lamisha

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Good one

Offline Tapushe Rabaya Toma

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Thanks for sharing.  :)

Offline anwar.swe

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Informative post, thank you for sharing this post
Nd. Anwar Hossen
Senior Lecturer
Mentor, IEEE DIU Student Branch
Department of Software Engineering, FSIT
Daffodil International University