CVB Polimago accelerates robust pattern recognition and pose estimation
27 Jul 2015
Pattern recognition is one of the major tasks in machine vision and is used in a variety of applications. The proper and robust functioning of pattern recognition largely depends on the variability of the teaching model. If geometrical transformations such as rotation, size changes and tilting as well as changes in illumination have not been taught during the teaching phase the recognition rate decreases in a later stage of the process. So far, the effort for the user has been significantly high in teaching variable training images as all kinds of geometrical transformations are supposed to be integrated in order to obtain a complete training set.
STEMMER IMAGING’s CVB Polimago tool for pattern recognition saves its users a lot of time during the teaching phase: the algorithm generates artificial views of the model to simulate various positions of a component in real life. In this way the algorithm is able to learn the variability of the corresponding pattern which enables a reliable identification of the training image at a higher recognition rate even in different views. That is what makes CVB Polimago especially suitable for pattern recognition, pose estimation and object tracking.
The new CVB tool is offered as a module of the existing Common Vision Blox library and in addition to the improved teaching phase, allows a very high speed of execution enabling its use in real time applications. The seamless integration into the existing Common Vision Blox software portfolio makes it simple for those users who are already familiar with using CVB tools for pattern recognition. New users will also be able to quickly use CVB Polimago thanks to numerous application and programme examples.
A software licence for CVB Polimago will be available for purchase from mid-2015. Interested customers, both new and existing, have an option of extensively testing the full version of the software free of charge with a 30-day test licence on www.commonvisionblox.com.
In Q3 of this year, STEMMER IMAGING will present the new Common Vision Blox version - CVB 2016 MultiOS, which includes full compliance with USB3 Vision and Linux and operability on ARM and Intel platforms in addition to CVB Polimago and an enhanced version of the CVB Barcode tool.
Learn more about CVB Polimago and download the presentation at the Machine Vision Technology Forum in 2015.
- Platform for the development of image processing applications
- Open programming environment
- Simple to operate, combining flexibility with high performance
- Software for reading 1D and 2D barcodes
- Support for 1D barcodes: EAN8, EAN13, UPC A, UPC E, Code 39/93/128, 2/5 interleaved, 2/5 discrete, Sony Code, Pharmacode
- Support for 2D barcodes: Data Matrix, 2D-Pharmacode, PDF 417, RSS-Codes
- "Code Grading" is available for Data Matrix and 2D-Pharmacode