Generation and Comprehension of Unambiguous Object Descriptions
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CVPR 2016
https://github.com/mjhucla/Google_Refexp_toolbox
本文主要包括两个模块,一个是描述生成,Description Generation ,对于图像中一个区域或特定物体会生成一个没有歧义的描述(known as a referring expression)。另一个模块是 描述理解 Description Comprehension,给定一幅图像及其所有的候选区域,以及一个referring expression,选择出对应描述的区域。
采用的模型是 Region CNN + LSTM
description generation 的结果
description comprehension 的结果
感觉人工智能越来越有希望啊!
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