X-Ray Organ Localization and Identification
Deep learning-based tools locate the region of interest in an X-ray despite a visually confusing and poorly contrasted background
It can be difficult to locate a specific region of interest in an X-ray, such as a particular organ, due to a confusing and poorly contrasted background or other image quality issues. Deep learning-based image analysis combines the flexibility of a human inspector with the speed and robustness of a computerized system to solve this challenge. The Cognex ViDi Blue-Locate tool is able to locate a specific organ by learning the distinguishing features of that area while ignoring irrelevant features.
ViDi Blue-Locate finds complex features and objects by learning from annotated images. To train the Blue-Locate tool, all you need to provide are images where the targeted features are marked. Self-learning algorithms are then able to locate different types of organs or implants on very noisy backgrounds of X-ray images or other complex objects in bulk.