Regression-based face alignment approach is fast and accurate but is always limited by the initial face. Aim at limitation of initialization in regression methods, this paper presents a novel two-stage framework named salient-points-guided face alignment. In rst stage, we use cascade regression framework to train a salient points (eye centers, nose, mouth corners) localization model. Then the salient points information is used as a guidance for search- ing the similar faces from training set. I

抽动点自动点击器 Twitch频道点自动点击器浏览器扩展 谷歌浏览器： ： Mozilla Firefox： ： 使用什么权限以及原因： : 请注意，该存储库没有LICENSE文件，这意味着您可以查看，创建自己的分支和创建拉取请求，但不能自己使用此代码。 其他大多数权利也被保留。

Abstract—Although there has been substantial research in software analytics for effort estimation in traditional software projects, little work has been done for estimation in agile projects, especially estimating user stories or issues. Story points are the most common unit of measure used for estimating the effort involved in implementing a user story or resolving an issue. In this paper, we offer for the first time a comprehensive dataset for story points-based estimation that contains 23,313 issues from 16 open source projects. We also propose a prediction model for estimating story points based on a novel combination of two powerful deep learning architectures: long short-term memory and recurrent highway network. Our prediction system is endto- end trainable from raw input data to prediction outcomes without any manual feature engineering. An empirical evaluation demonstrates that our approach consistently outperforms three common effort estimation baselines and two alternatives in both Mean Absolute Error and the Standardized Accuracy.

包含Markéta Dubská的两篇paper：《Real Projective Plane Mapping for Detection of Orthogonal Vanishing Points》《PClines – Line Detection Using Parallel Coordinates》以及matlab测试代码

matlab程序，主要进行相机标定，基于灭点标定的简单实例，适用于初学者理解原理。 是一个很好的例程，首先需要给出灭点。

官方要49美元的J2T-Reward Points免费下载