Attribute Sparse Coding (ASC’s) for Content-Based Image Retrieval (CBIR)
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 9
Abstract
Photographs with individuals are the foremost attention of users. Consequently with the exponentially increasing pictures, large-scale content-based face image retrieval is a facilitating knowledge for various developing applications. The main objective is to apply automatically spotted human characteristics that comprise semantic cues of the face photos to increase gratified based face retrieval by creating semantic code words for effectual large-scale face retrieval. By leveraging human characteristics in a scalable and methodical framework, we suggest two orthogonal methods named attribute-enhanced sparse coding and attribute embedded inverted indexing to develop the face retrieval in the offline and online stages. The results illustrate that the proposed methods can attain up to 43.5% qualified enhancement in MAP associated to the existing methods.
Authors and Affiliations
Satish Kumar Koduri, V. Chandra Kumar
Keywords
Related Articles
- EP ID EP27999
- DOI -
- Views 238
- Downloads 0
An Overview of Holistic Face Recognition
Biometric is including two parts bios (life) and metrikos (measure). This word comes from Greek. A biometric system is essentially a pattern recognition system that recognizes a person based on a feature vector derive...
A Technique To Solve Real-World Problems In Text Classification, Computer Vision, And Bioinformatics
The key confront of online feature selection is how to create precise prediction for an example by means of a small number of active features. This is in difference to the traditional setup of online knowledge where a...
(NCECD) A Novel Data Distribution Scheme for VoD Services in P2P Networks
Anonymizing networks such as Tor allow users to access internet services privately by using a series of routers to hide the client’s IP address from the server. The success of such networks However has been limited b...
Text Detection On Scene Images Using MSER
Text detection and recognition is one of the difficult tasks in the computer vision community and there is a lot of research going on in recent years. This paper focuses on the problem of text detection and recogniti...
Intelligent Encoding of Packets Against Jamming Attacks in Wireless Network
Wireless network never has certain limited boundaries that can’t be extended due to this nature security flaws may get developed. When someone breaks into wireless network system that person takes advantage of lapses...