FIELD: physics, computer engineering.
SUBSTANCE: invention relates to classification of image data and more specifically to classification of image data based on a model for adapting to an object in the image data. The system comprises a segmentation unit (110) for segmenting the image data by adapting the model to the object in the image data and a classification unit (120) for assigning a class to the image data based on the model adapted to the object in the image data, thereby classifying the image data, wherein the classification unit (120) comprises an attribute unit (122) for computing a value of an attribute of the model based on the model adapted to the object in the image data, and wherein the assigned class is based on the computed value of the attribute. Thus, the system (100) of the invention is capable of classifying image data without any user input. All inputs required for classifying the image data 10 constitute a model for adapting to an object in the image data. However, a person skilled in the art will understand that in some versions of the system (100), a limited number of user inputs may be enabled to let the user influence and control the system and the classification process.
EFFECT: enabling classification of image data without any data input by the user.
13 cl, 8 dwg
Title | Year | Author | Number |
---|---|---|---|
IMAGE- AND CONTEXT-DEPENDENT ANATOMIC APPLICATIONS FOR EFFECTIVE DIAGNOSTICS | 2007 |
|
RU2451335C2 |
IMAGE PROCESSING SYSTEM AND METHOD USING DEEP NEURAL NETWORKS | 2018 |
|
RU2743931C1 |
SELECTION OF ANATOMICAL VERSION MODEL FOR IMAGE SEGMENTATION | 2011 |
|
RU2609084C2 |
METHOD AND SYSTEM OF SEGMENTATION OF LUNG FOCI IMAGES | 2017 |
|
RU2656761C1 |
SEGMENTATION OF HUMAN TISSUES IN COMPUTER IMAGE | 2017 |
|
RU2654199C1 |
DEVICE FOR CREATION OF MULTIDIMENSIONAL VIRTUAL IMAGES OF HUMAN RESPIRATORY ORGANS AND METHOD FOR CREATION OF VOLUMETRIC IMAGES, USING DEVICE | 2021 |
|
RU2783364C1 |
DUAL IMAGE METHOD AND SYSTEM FOR GENERATING MULTI-DIMENSIONAL IMAGE OF SAMPLE | 2012 |
|
RU2610216C2 |
METHOD FOR IMAGE GENERATION BASED ON USER PREFERENCE ANALYSIS | 2023 |
|
RU2812413C1 |
RELEVANCE FEEDBACK FOR EXTRACTION OF IMAGE ON BASIS OF CONTENT | 2010 |
|
RU2559712C2 |
METHOD FOR AUTOMATIC CLASSIFICATION OF X-RAY IMAGES USING TRANSPARENCY MASKS | 2019 |
|
RU2716914C1 |
Authors
Dates
2014-04-20—Published
2009-05-08—Filed