Image segmentation.

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The project is segmentation with superpixel clustering. By using SLIC Superpixels and boundary focused region margin.

The program consists of three phase.

First, generating superpixel by SLIC superpixel algorithm. It works by labeling every pixel in CIELAB and make a cluster.

The second phase is to make a similarity matrix of these clusters. Each entry of matrix is the similarity between two superpixels. The similarity is the distance between the mean of every superpixel to its neighbors. Then combining the superpixels with the smallest distance together. Now we have regions.

The final step is merging these regions by using threshold and the difference between adjacent regions in order to generate the segment and image segmentation will be done.

The first step is done. From the second one, the part of calculating the mean of every superpixel is performed.

The remaining parts, making a similarity matrix and find the smallest difference between superpixels and finally merging them together. I'm working with OpenCV.

Thanks.

Algoritme C-programmering C++ Programmering Machine Learning (ML)

Prosjekt-ID: #16078085

Om prosjektet

7 bud Eksternt prosjekt Aktiv 6 år siden

7 frilansere byr i gjennomsnitt €180 for denne jobben

Yknox

Hello, I'm Smile Song, developer in China. I'm interesting your project very well I'm a Good SQL, C++, c#, Python, .Net, swift, object-c, OpenCV, Math, Java, Algorithm expert. Relevant Skills and Experience I m quite Mer

€144 EUR på 3 dager
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8.9
hawkscodeau

Hi, I am Simon from Australia. In my 8+ years as a full stack developer, I have successfully delivered numerous web solutions to my clients. I am confident I can do this project for you. Relevant Skills and Experien Mer

€155 EUR på 3 dager
(6 Omtaler)
6.0
schoudhary1553

Greeting, I have understood your Image segmentation. task and can do it with your 100% satisfaction. Please ping me for more discussion. Relevant Skills and Experience I have more than 5 years of experience in Algor Mer

€180 EUR på 3 dager
(40 Omtaler)
5.9
raiakanksha49

We already had done something like this before As i saw your project description i can assure you that your project will be completed on time. Relevant Skills and Experience 10 YEAR EXP IN PHP Proposed Milestones €15 Mer

€157 EUR på 4 dager
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3.4
Dragonfly343

I already have such prog, written years ago Relevant Skills and Experience I've been working with images for twenty years approximately Proposed Milestones €222 EUR - I'll give you prog to play with. If it makes what Mer

€222 EUR på 3 dager
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3.6
MohsinAshiq1

Hi dear, i can handle the development from here, i am an image processing expert and have developed applications using python, C#, C++ and matlab. i have multiple clients in different regions of world Relevant Skills Mer

€250 EUR på 3 dager
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0.5
ssi599a5dc458c8b

Let’s chat and discuss about price and work. 12 years experience in same filed you will get 100% correct work. No need to pay upfront money first check work quality and if you satisfied then pay. Relevant Skills and E Mer

€155 EUR på 3 dager
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