Method and apparatus with frame image reconstruction
AssigneeSamsung Electronics Co., Ltd.
InventorsHyeonseung YU, Nahyup KANG, Hanjun KIM, Jaeyoung MOON, Juyoung LEE, Hwiryong JUNG, Inwoo HA, Seokpyo HONG
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Abstract
A processor implemented method includes generating a semantic map indicating a visualization property assigned to an object of an obtained frame image having a first resolution and generating a reconstruction image using an image reconstruction machine learning model provided input based on the obtained frame image and the semantic map having a second resolution and including a second object having a visualization property indicated by the semantic map.
Claims20
A processor-implemented method, the method comprising:
- generating a semantic map indicating a visualization property assigned to a first object of an obtained frame image having a first resolution;
- and
- generating a reconstruction image using an image reconstruction machine learning model provided input based on the obtained frame image and the semantic map, having a different second resolution and including a second object having a visualization property indicated by the semantic map.
An apparatus, comprising:
- a processor configured to:
- generate a semantic map indicating a first visualization property assigned to a first object within a frame image having a first resolution;
- and
- generating a reconstruction image, by using an image reconstruction machine learning model provided the frame image and the semantic map having a different second resolution and including a second object having a second visualization property indicated by the semantic map.
A processor-implemented method, the method comprising:
- identifying objects within a frame image;
- generating a semantic map of the frame image, the semantic map including regions for corresponding objects, each object having a visualization property assigned thereto;
- and
- generating, using an image reconstruction machine learning model, a reconstruction image from the frame image and the semantic map, wherein the frame image has a first resolution, and wherein the reconstruction image has a second resolution greater than the first resolution.
Dependencies are inferred from the claim text.