The Oxford Visual Geomery Groups Computer Vision Practicals is a collection of MATLAB-based self-contained hands-on lab experiences introducing fundamental concepts in visual recognition, including: extracting and matching local features to identify an object in two images regardless of variations in viewpoint, illumination, and other factors; quantising local features into visual words to index and search a large archive of images efficiently; representing images as statistics of local features for coarse image matching and its application to the recognition of object categories; learning image classifiers discriminatively, and in particular support vector machines; evaluating the performance of a retrieval system. The practicals are briefly described below. You can also review the requirements and installation instructions.
- Subject:
- Arts and Humanities
- Career and Technical Education
- Material Type:
- Unit of Study
- Provider:
- University of Oxford
- Author:
- "Visual Geometry Group Department of Engineering Science. Summer School
- Paris 2013"
- Date Added:
- 07/14/2015