Scalable Image Classification Using Compression

Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2016, Vol 18, Issue 4

Abstract

 The increasing rate of data growth has led to finding techniques for faster processing of data. Big Data analytics has recently emerged as a promising field for examining huge volume of datasets containing different data types. It is a known fact that image processing and retrieval involves high computation especiallywith a large dataset. We present a scalable method for face recognition based on sparse coding and dictionary learning. Sparse representation has closer resemblance with a cortex like image representation and thus more closer to human perception. The proposed method parallelizes the computation of image similarity for faster recognition.

Authors and Affiliations

Akshata K. Naik , Dr. Dinesh Acharya U

Keywords

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  • EP ID EP107068
  • DOI -
  • Views 102
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How To Cite

Akshata K. Naik, Dr. Dinesh Acharya U (2016).  Scalable Image Classification Using Compression. IOSR Journals (IOSR Journal of Computer Engineering), 18(4), 1-5. https://europub.co.uk./articles/-A-107068