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1. (WO2018081640) PREDICTIVE MODELS FOR VISUALLY CLASSIFYING INSECTS
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Pub. No.: WO/2018/081640 International Application No.: PCT/US2017/058872
Publication Date: 03.05.2018 International Filing Date: 27.10.2017
IPC:
G06F 19/00 (2011.01) ,G06K 9/46 (2006.01) ,G06K 9/52 (2006.01) ,G06K 9/62 (2006.01) ,G06T 7/00 (2017.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
19
Digital computing or data processing equipment or methods, specially adapted for specific applications
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
36
Image preprocessing, i.e. processing the image information without deciding about the identity of the image
46
Extraction of features or characteristics of the image
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
36
Image preprocessing, i.e. processing the image information without deciding about the identity of the image
46
Extraction of features or characteristics of the image
52
by deriving mathematical or geometrical properties from the whole image
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
K
RECOGNITION OF DATA; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
9
Methods or arrangements for reading or recognising printed or written characters or for recognising patterns, e.g. fingerprints
62
Methods or arrangements for recognition using electronic means
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
T
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
7
Image analysis, e.g. from bit-mapped to non bit-mapped
Applicants:
VERILY LIFE SCIENCES LLC [US/US]; 269 East Grand Ave. South San Francisco, California 94080, US
Inventors:
ZHA, Tiantian; US
OVADIA, Yaniv; US
NEWBURGER, Daniel; US
KRISHNAN, Dilip; US
LIVNI, Josh; US
DESNOYER, Mark; US
Agent:
MCALLISTER, Tyler; US
AKINKUOTU, Atolani; US
SANDERS, Carl E.; US
MCKEON, Tina Williams; US
ROTHSCHILD, Cynthia; US
PRESLEY, Andrew D.; US
Priority Data:
62/414,59728.10.2016US
Title (EN) PREDICTIVE MODELS FOR VISUALLY CLASSIFYING INSECTS
(FR) MODÈLES PRÉDICTIFS POUR LA CLASSIFICATION VISUELLE D'INSECTES
Abstract:
(EN) Insects can be localized and classified using a predictive model. To begin, image data is obtained that corresponds to the insects.. Using a predictive model, samples of the image data are evaluated to determine whether the image portions include an insect and, if so, into what category the insect should be classified (e.g., male/female, species A/species B, etc.).
(FR) Selon l'invention, les insectes peuvent être localisés et classés à l'aide d'un modèle prédictif. Pour commencer, des données d'image sont obtenues qui correspondent aux insectes. A l'aide d'un modèle prédictif, des échantillons des données d'image sont évalués pour déterminer si les parties d'image comprennent un insecte et, si tel est le cas, dans quelle catégorie l'insecte doit être classé (par exemple mâle/femelle, espèce A/espèce B, etc.).
front page image
Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)