Hardware Design using Flexible Hk-Means

Autoři

  • Simi P. Thomas Department of electronics and communication engineering, Mangalam College of Engineering, Kottayam, Kerala, India
  • Anu Jose Department of computer science engineering, Manipal Institute of Technology, Manipal, Karnataka, India
  • merin pius Department of electronics and communication engineering, Mangalam College of Engineering, Kottayam, Kerala, India
  • Merin Pius

Klíčová slova:

Clustering methods, hardware design, K-Means, parallel architectures, pattern recognition.

Abstrakt

High performance hardware is required to meet the necessities of consumer electronics. Color quantization and image partition are an inevitable part for different applications, and HK-Means is the main algorithm that is used for color quantization and image partition owing to its low cost, less computational time and the hardware area required. The computational time and the hardware area increases as the quantization number increases. Hierarchical K-means or HK-Means is a solution to the above mentioned problem. HK-means offers less computational time and hardware area with quantization number. HK-Means hardware design is done in two steps which include hardware architecture analysis and design of hardware area with high quantization number.Keywords: Quantization methods, hardware design, HK-Means, parallel architectures, pattern recognitionCite this Article: Simi P Thomas, Anu Jose, Resma Chandran V.P, et al., Hardware Design Using Flexible Hk-Means. Journal of Electronic Design Technology. 2015; 6(1): 30-35p.

Stažení

Publikováno

2015-04-13

Číslo

Vol 6 No 1 (2015)

Sekce

Research Articles

Licence

Declaration and Copyright Transfer Form

(to be completed by authors)

 

I/ We, the undersigned author(s) of the submitted manuscript, hereby declare, that the above manuscript which is submitted for publication in the STM Journals(s), is not published already in part or whole (except in the form of abstract) in any journal or magazine for private or public circulation, and, is not under consideration of publication elsewhere.

·         I/We will not withdraw the manuscript after 1 week of submission as I have read the Author Guidelines and will adhere to the guidelines.

·         I/We Author(s ) have niether given nor will give this manuscript elsewhere for publishing after submitting in STM Journal(s).

·         I/ We have read the original version of the manuscript and am/ are responsible for the thought contents embodied in it. The work dealt in the manuscript is my/ our own, and my/ our individual contribution to this work is significant enough to qualify for authorship.

·          I/We also agree to the authorship of the article in the following order:

Author’s name                                    

 

1. ________________

2. ________________

3. ________________

4. _______________

 

We  Author(s) tick this box and would request you to consider it as our signature as we agree to the terms of this Copyright Notice, which will apply to this submission if and when it is published by this journal.