Exploratory Product Image Search with Cross Re-Ranking Model

Abstract

In this paper analysis the challenges of understanding users’ search interests from the product images being browsed and inferring their actual search intentions. In this paper a novel interactive image exploring system for allowing users to lightly switch between browse and search processes, and naturally complete visual-based exploratory search tasks in an effective and efficient way. This system enables users to specify their visual search interestsinproduct images by circling any visual objects in web pages, and then the system automatically infers users’ underlying intent by analyzing the browsing context and by analyzing the sameor similar product images obtained by large-scaleimage search technology.