Some content of this application is unavailable at the moment.
If this situation persist, please contact us atFeedback&Contact
1. (WO2017153445) CONTENT-BASED MEDICAL IMAGING RENDERING BASED ON MACHINE LEARNING
Latest bibliographic data on file with the International Bureau    Submit observation

Pub. No.: WO/2017/153445 International Application No.: PCT/EP2017/055384
Publication Date: 14.09.2017 International Filing Date: 08.03.2017
IPC:
G06T 15/08 (2011.01) ,G06T 19/20 (2011.01) ,G06T 5/00 (2006.01) ,G06N 3/04 (2006.01) ,G06K 9/62 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
T
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
15
3D [Three Dimensional] image rendering
08
Volume rendering
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
T
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
19
Manipulating 3D models or images for computer graphics
20
Editing of 3D images, e.g. changing shapes or colours, aligning objects or positioning parts
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
T
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
5
Image enhancement or restoration, e.g. from bit-mapped to bit-mapped creating a similar image
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
N
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
3
Computer systems based on biological models
02
using neural network models
04
Architecture, e.g. interconnection topology
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
Applicants:
SIEMENS HEALTHCARE GMBH [DE/DE]; Henkestr. 127 91052 Erlangen, DE
Inventors:
COMANICIU, Dorin; US
ENGEL, Klaus; DE
GEORGESCU, Bogdan; US
MANSI, Tommaso; US
MIAO, Shun; US
PETKOV, Kaloian; US
YU, Daphne; US
Priority Data:
15/191,04323.06.2016US
62/306,40710.03.2016US
Title (EN) CONTENT-BASED MEDICAL IMAGING RENDERING BASED ON MACHINE LEARNING
(FR) RENDU D'IMAGERIE MÉDICALE BASÉ SUR LE CONTENU FONDÉ SUR L'APPRENTISSAGE MACHINE
Abstract:
(EN) An artificial intelligence agent is machine trained (14) and used (34) to provide physically-based rendering settings. By using deep learning (16, 36) and/or other machine training (14), settings of multiple rendering parameters may be provided (40) for consistent imaging even in physically-based rendering (42).
(FR) Selon l’invention, un agent d'intelligence artificielle est entraîné par machine (14) et utilisé (34) pour fournir des réglages de rendu physique réaliste. Au moyen de l’apprentissage profond (16 36) et/ou d’autre entraînement machine (14), des réglages de multiples paramètres de rendu peuvent être fournis (40) pour une imagerie cohérente y compris pour le rendu physique réaliste (42).
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, 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)