2 publications

• Published Subscription 13 Jan 2021

  Hardware Design using Flexible Hk-Means

  By SIMI P THOMAS, Anu Jose, Resma Chandran V.P, Merin Pius

  Abstract: 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 HKMeans 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 …

  Published in Journal of Electronic Design Technology · Vol. 6, Issue 1, 2015 · pp. 30–35 Read article →

• Published Subscription 1 Apr 2019

  Background Suppression for Visual Surveillance Using SOM

  By SIMI P THOMAS, Anu Jose, Resma Chandran V. P., Sunu Ann Thomas

  Abstract: AbstractBackground suppression is widely used approach for detection of moving objects in video streams which is the first relevant step of information extraction in many computer vision applications. Aside from the intrinsic usefulness of being able to segment video streams into moving and background components, detecting moving objects provides a focus of attention for recognition, classification, and activity analysis, making these later steps more efficient. An approach based on self-organization …

  Published in Journal of Communication Engineering & Systems · Vol. 5, Issue 1, 2015 · pp. 15–20 Read article →