Dev tools: Visual C++
File size: 273 KB
Describe: OPENCV the SIFT-based feature extraction and matching algorithm. Contains a complete Gaussian pyramid from the image, DOG, space extremum point extraction, description of key points, KDtree matching key step in the realization of the full function of the comprehensive and in-depth understanding of Lowe s SIFT algorithm of tremendous help. Program to run before the installation of (1) OpenCV: http://opencvlibrary.sourceforge.net (2) SIFT: http://web.engr.oregonstate.edu/ ~ hess/index.html, and configure the parameters of their environment.
] - can test real-time avi video camera and some news, such as width, height and FPS, and so on, this is the opencv write their own code.
] - OPENCV library based on the realization of two images of the target contour matching, using the corresponding key points near the contour segment curv
] - The MATLAB program using MATLAB to realize the matching of 3D images using Gaussian convolution to find the key points, re-use the key points of the f
] - himself wrote the two images and matching feature points, which used the OpenCV library, features include : the feature points subpixel accuracy testi
] - sift
registration si ft registration si ft registration sift Registration Registration sift sift Registration
] - use opencv achieve rapid template matching algorithm Fast Template Match ing Algorithm for Image Demo
] - A pyramid image processing algorithm, the realization of multi-resolution image mosaic
] - OPENCV given in accordance with sift
feature extraction source code written by the SIFT algorithm processes, SIFT algorithm for understanding a certai
] - kd tree realization used Matlab
] - Image-based three-dimensional reconstruction based on the control point computing projective matrix