Predicate |
Object |
assignee |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentassignee/MD5_a62555ff12316a9a118542896b4c0af7 |
classificationCPCAdditional |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20221 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20084 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20081 |
classificationCPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T5-50 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T3-4046 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T3-4023 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T3-4053 |
classificationIPCInventive |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T5-50 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T3-40 |
filingDate |
2018-12-17-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
inventor |
http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_a22214e534a49aee74277f21d8b5333e http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_476cc1b0f6d6447a73aea42033dad935 http://rdf.ncbi.nlm.nih.gov/pubchem/patentinventor/MD5_7aab163e4e83e0ab66367484e50f00c4 |
publicationDate |
2021-04-01-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
publicationNumber |
US-2021097645-A1 |
titleOfInvention |
Image processing apparatus, image processing method thereof, image processing system, and training method thereof |
abstract |
The present disclosure relates to an image processing method. The image processing method may include upscaling a feature image of an input image by an upscaling convolutional network to obtain a upscaled feature image; downscaling the upscaled feature image by a downscaling convolutional network to obtain a downscaled feature image; determining a residual image between the downscaled feature image and the feature image of the input image; upscaling the residual image between the downscaled feature image and the feature image of the input image to obtain an upscaled residual image; correcting the upscaled feature image using the upscaled residual image to obtain a corrected upscaled feature image; and generating a first super-resolution image based on the input image using the corrected upscaled feature image. |
isCitedBy |
http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-2022417428-A1 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11568252-B2 http://rdf.ncbi.nlm.nih.gov/pubchem/patent/US-11212543-B2 |
priorityDate |
2018-03-30-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
type |
http://data.epo.org/linked-data/def/patent/Publication |