APPARATUS FOR RECOGNIZING COMPONENT AND METHOD THEREOF
摘要
PURPOSE: A device and method for recognizing product components are provided to increase a mounting rate of components by estimating a pose angle and kinds using feature vectors. CONSTITUTION: An image pre-processing unit of a learning unit (100) detects a component area using a component edge by extracting each component edge from inputted component images. A feature extractor of the learning unit extracts component features in the component area, and generates the feature vectors using the component features. A recognition unit (200) inputs the feature vectors in a nerve network in advance in order to recognize the type of the component. [Reference numerals] (110) Image input unit; (120) Image pre-processing unit; (130) Feature extractor; (140) Nerve network learning unit
申请公布号
KR20130072063(A)
申请公布日期
2013.07.01
申请号
KR20110139610
申请日期
2011.12.21
申请人
ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
发明人
KIM, KYE KYUNG;YUN, WOO HAN;KIM, HYE JIN;CHI, SU YOUNG;LEE, JAE YEON;HAN, MUN SUNG;KIM, JAE HONG;SOHN, JOO CHAN