Sketch Based Facial Recognition.
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Description
Experience Level: Intermediate
I am looking for a expert developer to develop a software for sketch based face recognition using matlab.
Basically I want to develop a system which contains two databases, one is publically available named MEDS-II containing mugshots of criminals and other one consists of composite sketches(computer Generated sketches) of same persons from MEDS-II which we have to build.
After these database creation, any composite sketch can be matched with MEDS-II.
We will follow component based approach which will be consists of following steps:
1) Face Normalization using a geometric transformation.(Each Photo cropped to same size.)
2) Facial Component Localization using an ASM(Active Shape Model)/ Landmark detection.
3) Component Feature Extraction using MLBP.
4) Component Similarity measurement.
5) Photo with highest matching score will be declared as matched photo.
Note: We will use weighted component based approach in which only most significant components(i.e.face outline, eyes, mouth, Nose etc) will be used to match and other (i.e ear, forehead eyebrow)will be discarded.
Basically I want to develop a system which contains two databases, one is publically available named MEDS-II containing mugshots of criminals and other one consists of composite sketches(computer Generated sketches) of same persons from MEDS-II which we have to build.
After these database creation, any composite sketch can be matched with MEDS-II.
We will follow component based approach which will be consists of following steps:
1) Face Normalization using a geometric transformation.(Each Photo cropped to same size.)
2) Facial Component Localization using an ASM(Active Shape Model)/ Landmark detection.
3) Component Feature Extraction using MLBP.
4) Component Similarity measurement.
5) Photo with highest matching score will be declared as matched photo.
Note: We will use weighted component based approach in which only most significant components(i.e.face outline, eyes, mouth, Nose etc) will be used to match and other (i.e ear, forehead eyebrow)will be discarded.
Muzammil S.
100% (1)Projects Completed
1
Freelancers worked with
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Last project
19 Jul 2018
Pakistan
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