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Research Paper | Computer Science & Engineering | India | Volume 5 Issue 11, November 2016 | Popularity: 6.7 / 10
Generating Captions for News Domain using Randomization Technique
Kalyani Zinjurde, Ena Jain
Abstract: Many of the search engines deployed on the web retrieve images without analyzing their content, simply by matching their user queries against their collocated textual information. This limits the applicability of search engines, a great deal of work has focused on the development of generating descriptive words for an image automatically. Images are automatically captioned in two stagesContent selection and surface realization. Content selection suggests s for the image using image annotation model. whereas, surface realization technique uses extractive and ive methods to generate caption. the approach is to analyze the performance of captioned images using phrases rather than words. Randomization improves the generation process.
Keywords: Image annotation Process, Text annotation Process, content selection, stemming process, stop word removal, surface realization, caption formation
Edition: Volume 5 Issue 11, November 2016
Pages: 798 - 804