% [image, descr iptors, locs] = sift(imageFile) % % This function reads an image and returns its SIFT keypoints. % Input parameters: % imageFile: the file name for the image. % % Returned: % image: the image array in double format % descr iptors: a
瑞士EPFL-CVLab实验室的demo，二值化特征匹配。具有实时性特点。文件中包含测试视频。参考论文 M. Özuysal, M. Calonder, V. Lepetit and P. Fua. Fast Keypoint Recognition using Random Ferns, in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 32, num. 3, p. 448-461, 2010.
Abstract. This paper evaluates 2D feature detection methods with respect to invariance and efficiency properties. The studied feature detection methods are as follows: Speeded Up Robust Features, Scale Invariant Feature Transform, Binary Robust Inva
About the Author ...............................................................................................................xiii About the Technical Reviewer .......................................................................................
Contents Preface xiii 1 Introduction 1 1.1 A Difficult Problem 1 1.2 The Human Vision System 2 1.3 Practical Applications of Computer Vision 3 1.4 The Future of Computer Vision 5 1.5 Material in This Textbook 6 1.6 Going Further with Computer Vision
Abstract This paper presents a part-based face detection approach where the spatial relationship between the face parts is represented by a hidden 3D model with six parameters. The computational complexity of the search in the six dimensional pose s
In this paper, we show that a better performance can be achieved by training a keypoint detector to only find those points that are suitable to the needs of the given task. We demonstrate our approach in an urban environment, where the keypoint dete
参考链接：
https://www.cnblogs.com/dengxiaojun/p/5302778.html
图像角点其实也是一种图像特征点,对于一张图像来说,特征点分为三种形式包括边缘,焦点和斑点,在OPENCV中,加上角点检测,总共提供了以下的图像特征点检测算法：
FAST
SURF
ORB
BRISK
KAZE
AKAZE
MESR
GFTT good feature to tack
Bob斑点
STAR
AGAST
KeyPoint结构
首先需要了解OPENCV的一种数据结构,
