Struck: Structured Output Tracking with Kernels
2015-10-15 11:12
197 查看
reference: Struck: Structured Output Tracking with Kernels
hot topic:
tracking-by-detection methods, treated as a classifiction task, use online learning techniques to update the object model
questions:
1) for these updates to happen one needs to convert the estimated object position into a set of labelled training examples, and it is not clear how best to perform this intermediate step.
2) label prediction is not explicitly coupled to the objective for the tracker
solutions:
1)we present a framework for adaptive visual object tracking based on structured output prediction.
2)allowing the output apace to express the needs of the tracker, avoid the need for an intermediate classification step
3)use a kernelized structured output support vector machine
4)for real-time application, we introduce a budgeting mechanism which prevents the unbounded growth in the number of support vectors which otherwise occur during tracking.
hot topic:
tracking-by-detection methods, treated as a classifiction task, use online learning techniques to update the object model
questions:
1) for these updates to happen one needs to convert the estimated object position into a set of labelled training examples, and it is not clear how best to perform this intermediate step.
2) label prediction is not explicitly coupled to the objective for the tracker
solutions:
1)we present a framework for adaptive visual object tracking based on structured output prediction.
2)allowing the output apace to express the needs of the tracker, avoid the need for an intermediate classification step
3)use a kernelized structured output support vector machine
4)for real-time application, we introduce a budgeting mechanism which prevents the unbounded growth in the number of support vectors which otherwise occur during tracking.
相关文章推荐
- php设置允许上传文件最大值
- 七牛回调验证(java,php源码)
- windows service 2012:[7]搭建FTP服务器
- windows service 2012:[7]搭建FTP服务器
- windows service 2012:[7]搭建FTP服务器
- 联系人的获取--ContentProvider
- FTP连接报530 User 用户名 cannot log in home directory inaccessible的解决方法
- PHP实现多继承的效果(tarits)
- Windows 2012 R2上搭建IIS管理用户的隔离模式FTP
- Configure FTP with IIS Manager Authentication in IIS 7
- cli 中php的配置和phpinfo不一样
- ***PHP implode() 函数,将数组合并为字符串;explode() 函数,把字符串打散为数组
- Cas服务器设置(java),java、php客户端配置
- PHP异步编程简述
- php 把非数组转换为数组方法
- 基于PHP的cURL快速入门
- Laravel 5 多个视图共享数据的方法
- 在帝国CMS列表模板list.var中写PHP代码
- ThinkPHP笔记
- Thinkphp—发布文章时显示所有的栏目及其对应子栏目-示例如下