CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 12754 > Article
Paper
1 August 2023 Storage optimization method based on region of interest in part pose recognition
Peng Zhang, Yangyang Miao, Dongri Shan
Author Affiliations +
Proceedings Volume 12754, Third International Conference on Computer Vision and Pattern Analysis (ICCPA 2023); 127543G (2023) https://doi.org/10.1117/12.2684212
Event: 2023 3rd International Conference on Computer Vision and Pattern Analysis (ICCPA 2023), 2023, Hangzhou, China
Abstract
In order to reduce the large amount of storage space occupied by model pose library in part pose recognition, a storage optimization method based on region of interest is proposed. First, perspective projection is used to render part CAD model, and sampling on view sphere uniformly to get model pose library. The region of interest of pose image is then cropped to optimize pose library storage space. The region of interest is identified as follows: transform pose image into gray image and then black and white image, mark largest connected domain in black and white image and crop it with external rectangle. Then, the part real image is obtained and the region of interest is cropped similarly. The part real image is matched to the pose library by template match. Finally, the optimal match image is recognized by template match algorithm and applied to adjust part CAD model. Experimental results show that the average storage optimization rate of the two models used in experiment reached 88.2%, and the average time of parts pose recognition is about two seconds.
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Peng Zhang, Yangyang Miao, and Dongri Shan "Storage optimization method based on region of interest in part pose recognition", Proc. SPIE 12754, Third International Conference on Computer Vision and Pattern Analysis (ICCPA 2023), 127543G (1 August 2023); https://doi.org/10.1117/12.2684212
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 5 PAGES
DOWNLOAD PAPER SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
RIGHTS & PERMISSIONS
Get copyright permission  Get copyright permission on Copyright Marketplace
KEYWORDS
Solid modeling
Computer aided design
Image storage
Image processing
Visual process modeling
3D modeling
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top