Research On Personalized Image Layout Technology

In the Internet Age,personalized image layout can attract the attention of people.In our daily life,There are a lot of scenes need personalized image layout.For example personalized photo collage、Personalized puzzle Poster and personalized advertising image layout,so the research on personalized image layout is of great significance.In this paper,we analysis the requirements of personalized image layout,and the research status in the field of image layout,we focus on the two key issues,what is appearance of the image layout and content of the image layout,and research them systematically and deeply.And then,develop the prototype system based on the previous researches.Generally,the main contributions of this paper are:(1)Design an image layout technique of variable appearance.We design an image layout technique of Variable appearance,it can adapt to different canvas profiles and output different layout effects.Firstly,ignore the content of images and take them as blocks.Secondly,segmented contour region equality.And then,we define the energy function according to the layout requirements.Thirdly,we choose the proper block which from block set to layout images by the way of heuristic searching.In the process of arrangement,the blocks can be rotated and scaled.Finally,output layout result.In order to verify the effectiveness of the method,this paper has carried on the related experiment,the experiment shows that this method can be used to adapt to different shapes of canvas contour image layout.(2)Design an image layout technique of content related.On the basis of variable appearance image layout,we design an image layout technique of content related,Which can display the images according to the content of the images.Firstly,extracting feature of images,constructing image distance matrix by calculating the distance between images and projecting images onto 2D by dimensionality reduction.And then,coarse alignment according to the layout of appearance and the image which user pay close attention to.Secondly,we take the points as starting point,and take the points of the layout of appearance as ending point,create the bipartite graph and define the energy function according to the matching between starting point and ending point.Finally,we get the result by minimizing the energy function.In order to verify the effectiveness of the method,this paper has carried on the related experiment,the experiment shows that this method can be used to display the images according to the content of the images.(3)Design and implementation of image layout system for personalized.This paper integrates the image layout technique of Variable appearance and the image layout technique of content related We Design and implementation of image layout system for personalized.Based on the analysis of user needs,this paper designs the architecture of the system,and illustrates the main functions of the system.The system can provide a preliminary image layout system for personalized for users.