Скачать или смотреть Gist, HOG and DWT based Content Based Image Retrieval for facial images

Author

Rupali Desai1, Bhakti Sonawane Shah & Anchor Kutchhi Engineering College, Govandi(E), Mumbai. rupadesai92@gmail.com , bhaktisonawane@rediffmail.com

ABSTRACT

In today's world there is wide range of digitization. Everyone is living world of digital through text, images, videos and many more. This raises need for development of latest technologies for retrieval of digital data of the pictorial form. Content Based Image Retrieval is an efficient method which automates retrieval of images with respect to its salient features. This paper defines approach to have CBIR on facial images with three different feature extraction methodologies Gist, HOG and DWT. Each feature extraction method will extract facial features for given query image. These facial features are stored in multidimensional feature vector form then used for classifying given query image using knn algorithm. In this approach we observe performance of every feature extraction technology with its impact on CBIR using precision and recall values.

Aspire Research Foundation

The International Conference on Data Engineering and Communication Technology-ICDECT will be held during March 10 -11, 2016 at LAVASA, Pune. ICDECT, is to bring together innovative academics and industrial experts in the field of Computer Science and Electronics Engineering to a common forum. ICDECT will provide an Excellent international forum for sharing knowledge and results in Computer Science and Electronics Engineering. The aim of the Conference is to provide a platform to the researchers and practitioners from both academia as well as industry to meet the share cutting-edge development in the field. The primary goal of the conference is to promote research and developmental activities in Computer Science and Electronics Engineering. Another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in Computer Science and Electronics Engineering and related areas.

All Accepted & Registered Papers will be published in AISC Series of Springer http://www.springer.com/series/11156
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