http://rdf.ncbi.nlm.nih.gov/pubchem/patent/CN-106557758-B
Outgoing Links
| Predicate | Object |
|---|---|
| classificationCPCAdditional | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-08 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06N3-044 |
| classificationCPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-695 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06V20-698 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-23213 http://rdf.ncbi.nlm.nih.gov/pubchem/patentcpc/G06F18-2414 |
| classificationIPCInventive | http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-62 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06K9-00 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-08 http://rdf.ncbi.nlm.nih.gov/pubchem/patentipc/G06N3-04 |
| filingDate | 2016-11-25-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| grantDate | 2019-04-19-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationDate | 2019-04-19-04:00^^<http://www.w3.org/2001/XMLSchema#date> |
| publicationNumber | CN-106557758-B |
| titleOfInvention | A multi-target automatic identification method for sand microscopic images |
| abstract | The invention discloses a multi-target automatic identification method for sand microscopic images. The steps are: 1) preparing sand microscopic images and pre-processing by median filtering; adding corresponding labels to sand sample images to prepare sand grains Cell library; 2) Segment the sand microscopic image using the region growing algorithm, remove impurities and extract multi-objective cells; 3) Calculate the texture and shape features of the sand cell; 4) Based on the sand cell library, train the RBF neural network classifier 5) Predict the type of sand unit and output the composition of the sand microscopic image. The method uses image processing technology and machine learning method to automatically extract and identify multi-target units in sand microscopic images, and can solve the problem that there are many impurities in the image and thus affect the extraction of multi-target units. |
| priorityDate | 2016-11-25-04:00^^<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/SID449029786 http://rdf.ncbi.nlm.nih.gov/pubchem/compound/CID61775 |
Total number of triples: 20.