FIELD: image data processing.
SUBSTANCE: invention is aimed to increase the accuracy of the depth map values. It is achieved by the fact that the claimed solution provides for stages in which first and second images are obtained from the first and second cameras; the rectification procedure of the first and second images is performed; the first and second image tensors are generated, where each element of the tensor represents the brightness value of the corresponding pixel; the tensors are normalized; the tensors are combined using an encoder; by means of a transformer, vector representations of at least one object contained in the tensor obtained at the previous stage are compared line by line to form a tensor containing information about the values of shifts of image pixels relative to each other; by means of a decoder, the first and the second shift maps are generated for the first and second images, containing said shift values, based on the tensor obtained at the previous stage; based on the values of the shift maps generated at the previous stage, an image depth map is formed.
EFFECT: increase in the accuracy of the depth map values.
8 cl, 6 dwg
Title | Year | Author | Number |
---|---|---|---|
ELIMINATING IMAGE BLUR | 2020 |
|
RU2742346C1 |
DEVICE FOR BUILDING OF DEPTH MAP IN NON-DENSE ENVIRONMENTS | 2023 |
|
RU2805009C1 |
IMAGE RECOGNITION SYSTEM: BEORG SMART VISION | 2020 |
|
RU2777354C2 |
SYSTEM FOR SYNTHESIS OF INTERMEDIATE TYPES OF LIGHT FIELD AND METHOD OF ITS OPERATION | 2018 |
|
RU2690757C1 |
METHOD OF CREATING FULL-LENGTH ANIMATED AVATAR OF PERSON FROM ONE IMAGE OF PERSON, COMPUTING DEVICE AND MACHINE-READABLE MEDIUM FOR IMPLEMENTATION THEREOF | 2023 |
|
RU2813485C1 |
METHOD FOR OBTAINING A SET OF OBJECTS OF A THREE-DIMENSIONAL SCENE | 2019 |
|
RU2803287C1 |
METHOD AND DEVICE FOR GENERATING VIDEO CLIP FROM TEXT DESCRIPTION AND SEQUENCE OF KEY POINTS SYNTHESIZED BY DIFFUSION MODEL | 2024 |
|
RU2823216C1 |
METHOD FOR ESTIMATING THE DEPTH OF A SCENE BASED ON AN IMAGE AND COMPUTING APPARATUS FOR IMPLEMENTATION THEREOF | 2020 |
|
RU2761768C1 |
DEVICE FOR CREATION OF MULTIDIMENSIONAL VIRTUAL IMAGES OF HUMAN RESPIRATORY ORGANS AND METHOD FOR CREATION OF VOLUMETRIC IMAGES, USING DEVICE | 2021 |
|
RU2783364C1 |
METHOD FOR VISUALIZING A 3D PORTRAIT OF A PERSON WITH ALTERED LIGHTING AND A COMPUTING DEVICE FOR IT | 2021 |
|
RU2757563C1 |
Authors
Dates
2023-10-25—Published
2022-04-15—Filed