【作品發表】Lite Computer Vision Library (LiteCV) -A computer vision library implementation and its Applications

Lite Computer Vision Library (LiteCV) -A computer vision library
implementation and its applications

YANG MING HAN

Abstract

Lite Computer Vision Library (LiteCV) is an object-oriented, written in pure Java and portable library of computer vision algorithms. LiteCV contains some well-known computer vision algorithms that can complete the computer vision tasks such as image filter, feature detection, feature extraction,2-D Object detection, and some basic machine learning tasks like multilayer perceptron (MLP). LiteCV is designed to provide basic infrastructure to experts, students, and visual installation artists. This research describes some applications of the LiteCV and the detailed principles of the algorithms. This research also analyzes the results of different algorithms that do the same tasks. In conclusion, the research provides complete records of the development experience of LiteCV that can help the experts to speed up the research and development.

Keywords : computer vision、image process、feature detection、machine learning