초록 ▼

A digital image management system is described that includes a content analyzer that analyzes an image to extract content data from the image. The content data of an image include face feature data. The digital image management system also includes an image database that is coupled to the content an

A digital image management system is described that includes a content analyzer that analyzes an image to extract content data from the image. The content data of an image include face feature data. The digital image management system also includes an image database that is coupled to the content analyzer to store pixel data of each of a number of images and the content data of each of the images. A search engine is also provided in the digital image management system. The search engine is coupled to the image database and the content analyzer to compare the content data of the images with that of an input image such that any image similar to the input image can be identified from the image database without retrieving the pixel data of the image from the image database. A method of extracting feature data of a face in an image is also described.

대표청구항 ▼

[ What is claimed is:] [1.] A digital image management system, comprising:(A) a content analyzer that analyzes an input image to extract content data from the image, wherein the content data include face feature data, color data, and texture data of the entire image, as well as shape and position da

[ What is claimed is:] [1.] A digital image management system, comprising:(A) a content analyzer that analyzes an input image to extract content data from the image, wherein the content data include face feature data, color data, and texture data of the entire image, as well as shape and position data of objects within the image, wherein the content analyzer further comprisesa neural network-based face detection system that detects if the image contains a face;a principle component analysis system that computes the face feature data from the detected face within the image by (1) standardizing the face and (2) projecting the standardized face into an Eigen face in order to compute the face feature data, wherein the computed face feature data are not a low resolution sub-image of the detected face;an image content analysis system that extracts the color data, texture data of the image, and shape and position data of objects within the image;(B) an image database coupled to the content analyzer to store pixel data of each of a plurality of images and the content data of each of the images associated with that image;(C) a search engine coupled to the image database and the content analyzer to compare the content data of the images with the content data of the input image such that any image similar to the input image can be identified from the image database without retrieving the pixel data of the image from the image database, wherein the search engine combines the face feature data of the input image with the color data, the texture data, and the shape and position data of the image to search the image database.