Extracting dominant colors from images using classification techniques
AssigneeMicrosoft Corporation
InventorsMingjing Li, Wei-Ying Ma, Zhiwei Li, Yuanhao Chen
Life of this patent
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AssigneeMicrosoft Corporation
InventorsMingjing Li, Wei-Ying Ma, Zhiwei Li, Yuanhao Chen
Estimating the term…
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.
A method in a computing system for generating a detector to detect a dominant color of an image, the method comprising:
A computing system that generates a detector to detect a dominant color of an image, comprising:
A computer-readable medium containing instructions for controlling a computing system to identify a dominant color of a target image, by a method comprising:
Dependencies are inferred from the claim text.