Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)

Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)

In this paper, we present a multimodal Recurrent Neural Network (m-RNN) model for generating novel image captions. It directly models the probability distribution of generating a word given previous words and an image. Image captions are generated according to this distribution. The model consists o...

Full description

Bibliographic Details
Main Authors: Mao, Junhua, Xu, Wei, Yang, Yi, Wang, Jiang, Huang, Zhiheng, Yuille, Alan L.
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM), arXiv 2015
Subjects:
multimodal Recurrent Neural Network (m-RNN)
Artificial Intelligence
Computer Language
Online Access:http://hdl.handle.net/1721.1/100198

Similar Items

Similar Items