Color Image Segmentation Based on Different Color Space Models Using Automatic GrabCut
نویسندگان
چکیده
منابع مشابه
Color Image Segmentation Based on Different Color Space Models Using Automatic GrabCut
This paper presents a comparative study using different color spaces to evaluate the performance of color image segmentation using the automatic GrabCut technique. GrabCut is considered as one of the semiautomatic image segmentation techniques, since it requires user interaction for the initialization of the segmentation process. The automation of the GrabCut technique is proposed as a modifica...
متن کاملRobust Potato Color Image Segmentation using Adaptive Fuzzy Inference System
Potato image segmentation is an important part of image-based potato defect detection. This paper presents a robust potato color image segmentation through a combination of a fuzzy rule based system, an image thresholding based on Genetic Algorithm (GA) optimization and morphological operators. The proposed potato color image segmentation is robust against variation of background, distance and ...
متن کاملColor Space Analysis in Color Image Segmentation
This paper describes two classic style methods to analyze and segment the color space. The RGB space method includes color space pyramiding, low-pass filtering, 3-D object labeling and property calculation to acquire a proper number of colors and a good initial estimate of center positions, then fuzzy cmeans algorithm can be used to optimally cluster the color space distribution points. The sec...
متن کاملComparison of Color Space Models Based on Human Color Classification and Image Segmentation
In t,his paper we compared color space models l,ased on hrunan color perception. For this purpose, we made t.wo experinlents to see how human suh-ject,s classify color pixels in color ima.ges. In the first. experiment, subject,^ classify color pixels without seeing the ima.ge. In the second experiment, the subjects segment the images int.0 regions considered t,o I' e of similar colors, seeing t...
متن کاملImproved GrabCut Technique for Segmentation of Color Image
An improved method of the GrabCut Technique has been implemented in this paper which works on image segmentation quite interactively and user friendly and which reduces the user effort. This paper emphasizes on modification of GrabCut image segmentation which is an iterative algorithm that combines statistics and Graph Cut in order to accomplish detailed image segmentation with proper input. Th...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Scientific World Journal
سال: 2014
ISSN: 2356-6140,1537-744X
DOI: 10.1155/2014/126025