Abstract
In today’s smart world demand of efficient multimedia based communication has increased at a rapid rate. Diversity on display sizes of gadgets used for multimedia communication confines the quality of images. Image retargeting is used as the focal solution to this problem which results in images with appropriate sizes. Enormously mounting demand of image retargeting expedites the rate of increment in computational load. This research paper expatiate and experiments a dynamic load balancing based three phase image retargeting methodology using pipeline architecture. In the first phase of image retargeting resize operation is performed on input image which results in multiple sized image copies of the same image. In the second phase resized images undergo quantization operation. In the final phase lossless compression is performed to have an expedient image. In the proposed exhibit think, we have done statistical analysis of results obtained, to confirm an impartial dynamic load balancing with a better degree of underlying resource utilization. We extend the approach to achieve significant storage optimization using three phase image retargeting.
Highlights
In today’s smart generation rate of communication using internet based astute handheld gadgets increasing explosively
This fact creates challenge to a web administrator, to retain the same quality on different sized display gadgets. This powerfully changing user interest overburdens the endeavors of web executive. It makes a thoughtful undertaking for a web administrator to give a proper estimated picture of an individual device with great picture determination
To achieve Dynamic load balancing in Image Retargeting using Pipelined architecture
Summary
In today’s smart generation rate of communication using internet based astute handheld gadgets increasing explosively. Survey of year 2017 puts a light on a fact that total 1.2 Trillion pictures are caught using the smart cell phones [30] As time goes, it turns into a typical prerequisite by every client to have an advanced cell with fundamental computational capabilities. The worldwide trend of manufacturing astute mobile devices results in each device displays with varying resolutions This fact creates challenge to a web administrator, to retain the same quality on different sized display gadgets. This powerfully changing user interest overburdens the endeavors of web executive. Process of operational sequence which results a suitable image for a respective display sized device by preprocessing is called image Retargeting.
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