Đang Thực Hiện

MATLAB based Image processing.


Object/Human tracking in a video stream has been an active research area in the field of

Computer Vision and Image processing and have been explored by many researchers and today number of practical applications are in use for security and other purposes. The first task in the tracking problem is to identify the object of interest in the video. A very basic technique to accomplish this objective would be a supervised learning system that would be trained over a number of images in which the region of interest is identified the user and then in the next frames of the video the system will itself keep track of this object of interest. Another alternative technique would be to use the simple way of background subtraction i.e. the system is trained over the background image that remains the same over the period of time and then an intruder or object appears in the video stream and is then detected by the system and later is tracked throughout the video sequence


Our Approach

As this is a basic level Digital Image Processing course we will constrain to ourselves only to the background subtraction system which can then be extended with the use of Histogram Equalization. We will use the basic concepts from statistics e.g. mean, covariance etc. to study the relation among different pixels of the image and hence find sort of clustering or classification of these pixels on the measure of some distance.


The algorithm first would be trained over a number of images. Once the system is trained their nput to the system would be a gray scale or colored image and the output would be either in the form of a binary image separating the object of interest from the background or a colored image in which the object of interest would be outlined by some lines etc. to distinguish it from the background. The different major steps of the algorithm can be stated as,

1. Training over a number of images.

2. Input to the trained system i.e. an image.

3. Object Identification in the given frame using statistical measures of mean, covariance

and Mahalanobis distance. K means clustering or any standard and acceptable modeling method.

4. Output as a binary image separating object of interest from the background.

5. Saving of the tracked object throughout the video stream i.e. frame sequence.

I want this project to be done in 15 days in MATLAB. only code.

Kỹ năng: Kĩ thuật điện, Điện tử, Kĩ thuật, Matlab and Mathematica

Xem thêm: matlab based image processing, matlab based digital image processing, matlab code background subtraction, image processing matlab human tracking, matlab based project image processing, matlab image based tracking, image processing based project matlab, matlab project based image processing, project based matlab image processing, matlab image processing project, vision stream, use of binary, the period video, study algorithm, statistics problem, statistics level 2, statistics algorithm, statistical algorithm, sort algorithm, simple binary code, simple binary, problem statistics, problem of statistics, problem in statistics, problem approach

Về Bên Thuê:
( 25 nhận xét ) asd, India

Mã Dự Án: #1043136

Đã trao cho:


Hello BITSBYTES I am really Interested in this work and can finish this with in few hours. Please give me a chance to work on this. Thank you

$200 USD trong 2 ngày
(2 Đánh Giá)

6 freelancer đang chào giá trung bình $187 cho công việc này


Plz see my PM.

$200 USD trong 15 ngày
(20 Đánh Giá)

I am interested in ur project. Please check PM.

$100 USD trong 5 ngày
(19 Đánh Giá)

Hello, see the PM, please

$200 USD trong 14 ngày
(8 Đánh Giá)

Hi, I have sound knowledge in Matlab based algorithm implementation. Please see my PM to you

$210 USD trong 12 ngày
(0 Đánh Giá)

Dear Sir, Thanks for give me the opportunity bid on your projects. I can slove this work in matlap. I like to talk abt whole requiremt pl contact gtalk:matlapguru. Regards matlapguru

$210 USD trong 14 ngày
(0 Đánh Giá)