图 书 馆
Leafsnap：一种自动植物的计算机视觉系统识别Leafsnap: A Computer Vision System for Automatic Plant Species Identification |
|
| 课程网址: | http://videolectures.net/eccv2012_kumar_vision/ |
| 主讲教师: | Andrea Vedaldi, Neeraj Kumar, Michal Irani |
| 开课单位: | 华盛顿大学 |
| 开课时间: | 2012-11-12 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | We describe the first mobile app for identifying plant species using automatic visual recognition. The system - called Leafsnap - identifies tree species from photographs of their leaves. Key to this system are computer vision components for discarding non-leaf images, segmenting the leaf from an untextured background, extracting features representing the curvature of the leaf's contour over multiple scales, and identifying the species from a dataset of the 184 trees in the Northeastern United States. Our system obtains state-of-the-art performance on the real-world images from the new Leafsnap Dataset - the largest of its kind. Throughout the paper, we document many of the practical steps needed to produce a computer vision system such as ours, which currently has nearly a million users. |
| 关 键 词: | 计算机科学; 计算机视觉; 应用程序; 数据和代码 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2020-07-06：heyf |
| 阅读次数: | 127 |