Scalable Image Classification Using Compression
Akshata K. Naik, U. Dinesh Acharya · IOSR Journal of Computer Engineering · 2016
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 especially with 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.