EXTRACTING DOMINANT COLORS FROM IMAGES USING CLASSIFICATION TECHNIQUES
First Claim
1. A method in a computing system for generating a detector to detect a dominant color of an image, the method comprising:
- providing a collection of training images;
for each training image,identifying candidate dominant colors of the training image;
extracting features of the candidate dominant colors of the training image; and
inputting indications of dominance of the candidate dominant colors to the training image; and
training a detector to detect a dominant color of the image using the extracted features and indications of dominance of the candidate dominant colors.
2 Assignments
0 Petitions
Accused Products
Abstract
A method and system for generating a detector to detect a dominant color of an image is provided. A dominant color system trains a detector to classify colors as being dominant colors of images. The dominant color system trains the detector using a collection of training images. To train the detector, the dominant color system first identifies candidate dominant colors of the training images. The dominant color system then extracts features of the candidate dominant colors. The dominant color system also inputs an indication of dominance of each of the candidate dominant colors. The dominant color system then trains a detector to detect the dominant color of images using the extracted features and indications of dominance of the candidate dominant colors as training data.
38 Citations
20 Claims
-
1. A method in a computing system for generating a detector to detect a dominant color of an image, the method comprising:
-
providing a collection of training images; for each training image, identifying candidate dominant colors of the training image; extracting features of the candidate dominant colors of the training image; and inputting indications of dominance of the candidate dominant colors to the training image; and training a detector to detect a dominant color of the image using the extracted features and indications of dominance of the candidate dominant colors. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10)
-
-
11. A computing system that generates a detector to detect a dominant color of an image, comprising:
-
an identify candidate dominant colors component that identifies candidate dominant colors of an image; an extract features of candidate dominant colors component that extracts features of candidate dominant colors of an image; an input indications of dominance component that inputs indications of dominance of identified candidate colors; and a training component that trains a detector to detect a dominant color of an image using extracted features for candidate dominant colors of training images and indications of dominance of the candidate dominant colors of the training images. - View Dependent Claims (12, 13, 14, 15, 16, 17)
-
-
18. A computer-readable medium containing instructions for controlling a computing system to identify a dominant color of a target image, by a method comprising:
-
identifying candidate dominant colors of the target image; extracting features of the candidate dominant colors of the target image; and detecting a dominant color of the target image by applying a detector to the extracted features of the candidate dominant colors, the detector to be generated by identifying candidate dominant colors of training images; extracting features of the candidate dominant colors of the training images; receiving indications of dominance of the candidate dominant colors of the training images; and training the detector to detect a dominant color of an image using the extracted features and indications of dominance of the candidate dominant colors of the training images. - View Dependent Claims (19, 20)
-
Specification