An Efficient Indexing Approach for Content based Image Retrieval
نویسندگان
چکیده
منابع مشابه
An Efficient Statistical Content-Based Color Image Indexing and Retrieval
The world has recently witnessed a tremendous development in the various fields of information technology. Traditional databases do not provide a satisfactory environment for variant media types such as audio video and still images. An efficient statistical image indexing technique has been developed. The mean, variance, and skewness of the image color histogram distributions were used as a fea...
متن کاملContent -based Image Retrieval for Image Indexing
Content-based image retrieval has attained a position of overwhelming dominance in computer vision with the advent of digital cameras and explosion of images in the Internet and Clouds. Finding the most relevant images in a short time is a challenging job with many big cloud sites competing in image search in terms of accuracy and recall. This paper addresses an image retrieval system employing...
متن کاملOn a Hierarchical Indexing Fuzzy Content-Based Image Retrieval Approach
In this paper a two-layer content-based image retrieval model will be described. The model has a prefilter indexing function, based on a possible class hierarchy of the images to be stored. Based on this hierarchical indexing some typified queries can be introduced. The δ distance function, used in the queries can be defined by a fuzzy algorithm based on the cut operation and the fuzzy logical ...
متن کاملAn Efficient Content based Image Retrieval Scheme
Due to the recent improvements in digital photography and storage capacity, storing large amounts of images has been made possible. Consequently efficient means to retrieve images matching a user’s query are needed. In this paper, we propose a framework based on a bipartite graph model (BGM) for semantic image retrieval. BGM is a scalable data structure that aids semantic indexing in an efficie...
متن کاملContent Based Image Indexing and Retrieval
In this paper, we present the efficient content based image retrieval systems which employ the color, texture and shape information of images to facilitate the retrieval process. For efficient feature extraction, we extract the color, texture and shape feature of images automatically using edge detection which is widely used in signal processing and image compression. For facilitated the speedy...
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: International Journal of Computer Applications
سال: 2015
ISSN: 0975-8887
DOI: 10.5120/20629-3221