图 书 馆
Im2Text:使用100万张带标题的照片描述图像Im2Text: Describing Images Using 1 Million Captioned Photographs |
|
| 课程网址: | http://videolectures.net/nips2011_ordonez_captioned/ |
| 主讲教师: | Vicente Ordonez |
| 开课单位: | 石溪大学 |
| 开课时间: | 2012-09-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We develop and demonstrate automatic image description methods using a large captioned photo collection. One contribution is our technique for the automatic collection of this new dataset - performing a huge number of Flickr queries and then filtering the noisy results down to 1 million images with associated visually relevant captions. Such a collection allows us to approach the extremely challenging problem of description generation using relatively simple non-parametric methods and produces surprisingly effective results. We also develop methods incorporating many state of the art, but fairly noisy, estimates of image content to produce even more pleasing results. Finally we introduce a new objective performance measure for image captioning. |
| 关 键 词: | 字幕照片集; 非参数方法; 图像字幕 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-09-06：lxf |
| 阅读次数: | 82 |