digital pathological image analysis and cell segmentation - repost
$10-5000 USD
Fechado
Publicado há mais de 10 anos
$10-5000 USD
Pago na entrega
This project proposes the use of Digital Signal Processing (DSP) for real-time capture and analysis of pathological slide images to improve accuracy and efficiency. Analyzing cell density statistics and average cell nuclei diameters of a slide image is useful to determine the abnormality of slide sample. Being tedious as it is in counting/measuring hundreds to thousands of cells in one sample slide under a microscope, the manual result, typically can be achieved by a pathologist, is often limited by human eye precision/efficiency. Millions of biopsy samples obtained daily around the world, from minor skin lesions to major tumors, are anxiously waiting to be screened/examined. As a high-level, interactive environment for data visualization/analysis/computation, MATLAB® is utilized currently to perform automatic image analysis and segmentation of brain cells on a computer. By comparing cell concentration and cell nuclei sizes between cancerous and normal image groups, MATLAB® can be programmed to distinguish normal brain cells from questionable ones. In general, pathological image analysis using a computer-based application could demonstrate great precision and efficiency for screening large quantities of cells on one or numerous sample slides. Currently, MATLAB® image analysis works on captured/digitized slide images and takes a minute per image to automatically pre-screen abnormalities that require further human expert analysis. With future real-time/parallel/machine-intelligent improvements, we hope that DSP can help physicians/pathologists/patients everywhere to get immediate diagnosis for effective/timely treatment, and can show accuracy within acceptable levels that are comparable to human pathologists in dealing with cell-overlapping and non-cell objects existing in slide images.
We need the program in Matlab or java with final report should be plagerism free
Dear,
I was involved in microscopic image analysis program to identify blood cells using Matlab and Java. I have research papers in this field. I am very much confident to deliver your requirements. One thing I want to add, the project more close to Digital Image Processing that DSP. Hope to discuss further on it. Thanks.
Hi
I have a lot of experience in image processing, computer vision and machine learning. I have been working with different types of application in those fields for several years and have some patents and papers published. I have worked as a consultant for different high profile companies which deals with these problems in multiple areas like military industry biology and medical applications and so on. Some of the companies I have worked for are motiondsp and accelerys. You can check some examples on their websites. I also have great experience with matlab and its image processing and computer vision toolboxes since it has been my main tool for over 5 years. I can provide with high quality long term cooperation regarding these kind of problems.
Best Regards
Hi I am electrical engineer with sound knowledge of signal/image processing and computer vision. Following are my skills
1) have solid understanding of fourier related concepts like Fourier Transform, Laplace transform, Z transform, Discrete Cosine transform and Wavelet transform
2) have background in Artificial Neural network, Hidden Markov Model and Support Vector Machines for classification and recognition.
3) Can provide Matlab and Java based solution.
As your problem is related to computer vision field and I have skills in this area which gives me confidence to place bid on your project.
If you can share with me some sample images I can show you some work as demo..
Please consider me... Looking forward to your reply..
hi ,
I am a professional freelancer based out of Hyderabad India . Please provide the details of your project viz GUI details / test images / Project Documentation / Algorithms to be implemented . This is a place holder bid . I will edit my bid after i analyze your requirements.
With regards,
N L Ramachandrachudamani
Hi, I have 5+ years of experience in developing new algorithm and 7+ years of experience in C programming, Matlab Programming. I am new to Freelancer but not to Image processing, C programming and Matlab Programming. I expertise in developing new research projects in developing new Image processing algorithms pertaining to Object detection using point features and object features. The problem proposed by you can be tackled initially with Object detection i.e., Hope the above skills and experience will suffice to complete the project successfully.
Looking forward to hear from you.
Thanks in advance for awarding the project.