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Automatic bone removal in CT images

We are working with medical CT image datasets. The purpose of this job is to develop an automated function that can find and label all the bone structures within a volume. The program will take a dicom file list or a 16bit volume data as the input and the label mask will be provided as the output. Simple threshold techniques do not take bone interior into account, so morphological or similar postprocessing functions are required to label porous regions. Moreover, angiographic images are problematic when using threshold techniques since blood vessles have similar gray levels with bones in such images. The technique should also be able to separate such vessels and label the bones only while omitting the vessels. In case of labelling inaccuracies,it should be possible to provide seedpoints to the algorithm that indicate incorrectly labelled regions. In such cases the program should reiterate the labelling and produce new results. The total processing time for a 512x512x512 volume should not exceed 10 seconds using an i7 8 core CPU. The process progress should be provided with a callback function.

You are not required to develop a UI. We only need the code for segmentation developed in C++ preferrably using VTK (not a must).The sample datasets can be provided upon request.

Habilidades: Programação C

Ver mais: purpose of data structures, programming techniques, programming technique, programming data structures in c, list in data structures, job programming find, job in ct, functions in c# programming, functions in c programming, develop an algorithm, data structures in programming, data processing technique, c programming find output, c programming find function, automatic programming, automatic data processing, algorithm sample code, vtk, image removal, image processing medical image processing, DICOM, data removal, ct, bone, data labelling

Acerca do Empregador:
( 0 comentários ) Turkey

ID do Projeto: #6797535

11 freelancers estão ofertando em média $4430 para este trabalho

JeffLee21

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belgasoft

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ppmag

Thank you for interesting project. Previously I have developed 3D finite element analyzis package + visualization. University speciality is strong math + software dev, I have 15 years experience in software deve Mais

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4.3
jbss812wei

Hello I am an expert of image processing. I have many experience for that part. I can help you perfectly. I will make demo program and send it to you if given your template image. If you have interest for me, pl Mais

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4.1
highlight7

Please see my resume and some past careers on computer vision~ [url removed, login to view] [url removed, login to view] [url removed, login to view] Mais

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SsITSolutions

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inetchem123

Hello. We are a team of 7 peoples(programers of c,c++,c#,java,javascript,jsp,struts...etc.). We are capable of carrying out presented contents well. Once awarded the bid,We can finish this project ahead of time. T Mais

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seekdeveloper

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mobilestar126

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x3x7

Having participated in the Innocentive challenge "Automatic/Semi-Automatic Segmentation of the Esophagus" ([url removed, login to view]) I am now familiar with many of the difficulties involved by s Mais

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kingstar224

Hi, I have just seen your description in detail. In this job, in order to segment, i think that it is the most important to binary image. In gray level images, Segmentation is base on binary image. In Binary image, Mais

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ciphe

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mail2vguna

Hi I have more than 10 years experience in DICOM application and make 3D(MIP,MPR and VR) using VTK and ITK. See project review. already done this kind of application(Check my completed projects). Looking forward you Mais

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techupin

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