Daffodil International University

Faculty of Science and Information Technology => Recent Technologies and Trends in Software Engineering => Software Engineering => Image Processing Computer Networks => Topic started by: iftekhar.swe on September 05, 2018, 03:42:36 PM

Title: Face verification with fully dynamic size blocks based on landmark detection
Post by: iftekhar.swe on September 05, 2018, 03:42:36 PM
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
Title: Re: Face verification with fully dynamic size blocks based on landmark detection
Post by: Fahad Zamal on November 15, 2018, 12:20:19 AM
I have some resource to share with you. Hope it will help you in this regard.
Title: Re: Face verification with fully dynamic size blocks based on landmark detection
Post by: s.arman on April 16, 2019, 07:52:35 PM
Thanks for sharing