issues
search
junxnone
/
aiwiki
AI Wiki
https://junxnone.github.io/aiwiki
18
stars
2
forks
source link
CV Feature
#64
Open
junxnone
opened
5 years ago
junxnone
commented
5 years ago
图像特征
Reference
Feature detection (computer vision) - wikipedia
图像的角点简介
图像处理--角点检测
skimage.feature
Brief
Feature Detection - 特征检测
分类
Edge Detection
Prewitt
Sobel
Laplacian
Canny
Corner Detection
- Interest points
Moravec Corner
Harris Corner
Blob Detection
- Regions of interest points
Ridge Detection
Hough Transform
- Line/Circle/Ellipse
Structure Tensor
Affine Invariant Feature Detection
Feature Description
SIFT
SURF
GLOH
HOG
思维脑图
应用
运动检测
图像匹配
视频跟踪
三维建模
目标识别
History
检测算法
Years
Description
Moravec
1977-1980
Obstacle Avoidance and Navigation in the Real World by a Seeing Robot Rover
Harris
1988
Harris Corner Detector (Harris, Stephens)
Shi-Tomasi
1994
Good Features to Track (Shi, Tomasi)
SIFT
1999
Scale Invariant Feature Transform (Lowe)
SURF
2006
Speeded Up Robust Features (Bay, Tuytelaars, Van Gool)
FAST
2006
Features from Accelerated Segment Test (FAST) (Rosten, Drummond)
BRIEF
2010
Binary Robust Independent Elementary Features (BRIEF) (Calonder, et al.)
ORB
2011
Oriented FAST and Rotated BRIEF (ORB) (Rublee et al.)
BRISK
2011
Binary Robust Invariant Scalable Keypoints (BRISK) (Leutenegger, Chli, Siegwart)
FREAK
2012
Fast Retina Keypoint (FREAK) (Alahi, Ortiz, Vandergheynst)
KAZE
2012
KAZE (Alcantarilla, Bartoli, Davidson)
Corner Detection - 角点
1980 Moravec
1987 Förstner
1988 Harris
1994 Shi-Tomasi
junxnone
commented
3 years ago
junxnone/tech-io#499
图像特征
Reference
Brief
思维脑图
应用
History
Corner Detection - 角点