http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-109345469-B
Outgoing Links
| Predicate | Object |
|---|---|
| classificationCPCAdditional | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-10101 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-20081 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T2207-30041 |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T7-30 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06T5-002 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T7-30 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06T5-00 |
| filingDate | 2018-09-07-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| grantDate | 2021-10-22-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationDate | 2021-10-22-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | CN-109345469-B |
| titleOfInvention | Speckle denoising method in OCT imaging based on condition generation countermeasure network |
| abstract | The invention discloses a speckle denoising method in OCT imaging based on a condition generation countermeasure network, which comprises the following steps: acquiring a training image, preprocessing the training image, amplifying data, training a model and using the model; the method adopts a conditional generation countermeasure network (cGAN) framework, obtains a mapping model from an OCT image containing speckle noise to a noiseless OCT image through training, and eliminates the speckle noise of the OCT image of the retina by adopting the mapping model. According to the invention, constraint conditions for keeping edge details are introduced into a condition generation countermeasure network architecture for training, and an OCT image speckle denoising model sensitive to edge information is obtained, so that the speckle denoising model can effectively remove speckle noise and better keep image detail information. |
| priorityDate | 2018-09-07-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| type | http://data.epo.org/linked-data/def/patent/Publication |
Incoming Links
| Predicate | Subject |
|---|---|
| isDiscussedBy | http://rdf.ncbi.nlm.nih.gov/pubchem/substance/SID482532689 http://rdf.ncbi.nlm.nih.gov/pubchem/compound/CID23985 |
Total number of triples: 17.