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Image Inpainting by Patch Propagation Using Patch Sparsity

I want a simulation for a paper attached herewith for reference.

The key deliverable I am looking forward to is :

1. Matlab code files (.m files)

2. Simulink block with implementation

3. Description of codes / report explaining the functioning and output inference

Abstract from the paper :

This paper introduces a novel examplar-based inpainting

algorithm through investigating the sparsity of natural

image patches. Two novel concepts of sparsity at the patch level

are proposed for modeling the patch priority and patch representation,

which are two crucial steps for patch propagation in

the examplar-based inpainting approach. First, patch structure

sparsity is designed to measure the confidence of a patch located

at the image structure (e.g., the edge or corner) by the sparseness

of its nonzero similarities to the neighboring patches. The patch

with larger structure sparsity will be assigned higher priority

for further inpainting. Second, it is assumed that the patch to

be filled can be represented by the sparse linear combination of

candidate patches under the local patch consistency constraint in

a framework of sparse representation. Compared with the traditional

examplar-based inpainting approach, structure sparsity

enables better discrimination of structure and texture, and the

patch sparse representation forces the newly inpainted regions to

be sharp and consistent with the surrounding textures. Experiments

on synthetic and natural images show the advantages of the

proposed approach.

I have a budget of USD 150 for the project

Project delivery - 30 days

Kĩ năng: Điện tử, Matlab and Mathematica

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Về Bên Thuê:
( 7 nhận xét ) London, United Kingdom

ID dự án: #1610536

1 freelancer đang chào giá trung bình ₹30500 cho công việc này


Sir, i am ready to work your project

₹30500 INR trong 10 ngày
(0 Nhận xét)