• 沒有找到結果。

A vision system with automatic learning capability for industrial parts inspection

N/A
N/A
Protected

Academic year: 2022

Share "A vision system with automatic learning capability for industrial parts inspection"

Copied!
1
0
0

加載中.... (立即查看全文)

全文

(1)

題名: A vision system with automatic learning capability for industrial parts inspection 作者: J. C. Lin, W. H. Tsai, J. S. Lee;C. H. Chen

貢獻者: Department of Information Communication 日期: 1984-3

上傳時間: 2009-12-23T11:34:19Z 出版者: Asia University

摘要: A vision system for automated parts inspection is proposed. The system is equipped with learning capabilities such that it automatically selects from a set of sample parts a minimum, but effective inspection region within the camera's field of view for parts discrimination. A binary template is formed within the inspection region which is then used for parts inspection by template matching. The inspection speed is enhanced by keeping the inspection region small and by making the matching task uncomplicated. A simple learning algorithm based on statistical pattern recognition theory is employed, which only requires the system to be taught by a training set of good and defective parts without specific defect identification or location. The system is applicable to most 2-D industrial parts inspection.

參考文獻

相關文件

This thesis applied Q-learning algorithm of reinforcement learning to improve a simple intra-day trading system of Taiwan stock index future. We simulate the performance

* All rights reserved, Tei-Wei Kuo, National Taiwan University, 2005..

Customers with higher monthly income should naturally be given a higher credit limit, which is captured by the positive weight on the ‘monthly income’ feature... Then, a

and/or make predictions about the future behaviour of a system in the real world. ● requires the modeller to be creative and make choices, assumptions,

A good game helps students to enhance their learning techniques, such as learning by doing, learning from mistakes, goal-oriented learning, discovery learning, task-based

“A Comprehensive Model for Assessing the Quality and Productivity of the Information System Function Toward a Theory for Information System Assessment.”,

The main objective of this system is to design a virtual reality learning system for operation practice of total station instrument, and to make learning this skill easier.. Students

Investigating the effect of learning method and motivation on learning performance in a business simulation system context: An experimental study. Four steps to