Translating Images into Text Descriptions and Speech Synthesis for Learning Purpose
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 6
Abstract
Image to text and speech conversion system can be useful for improving accessibility of images for visually impaired as well as physically challenging people understand the scenario from the images and also train the system as that of human brain. The techniques of image segmentation and edge detection play an important role in implementing proposed system. The system generates text descriptions for an input image given by the user. Object wise generation of sentences, preposition and conjunction mapping is a challenging task. The framework formulates the interaction between image segmentation and object recognition in the framework of Canny algorithm. The system goes through various phases such as pre-processing, feature extraction, object recognition, edge detection, image segmentation and Text To Speech (TTS) conversion. The proposed system database consists of huge set of sample images, which help to perform training of database. The accuracy of proposed system is achieved due to the proper recognition of objects and sentences are formed making use of the recognized objects. These sample images consists of several categories of images. The system mainly consists of two main modules such as image to text and text to speech. An image to text module generates text descriptions in natural language based on understanding of image. A text to speech module generates speech synthesis in English from description of natural language.
Authors and Affiliations
Yogesh N. Shinde, Mrunmayee Patil
Keywords
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