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1. (WO2019062017) METHOD, DEVICE, AND SELF-SERVICE CHECKOUT COUNTER FOR PERFORMING PRODUCT RECOGNITION ON THE BASIS OF NEURAL NETWORK
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Pub. No.: WO/2019/062017 International Application No.: PCT/CN2018/077651
Publication Date: 04.04.2019 International Filing Date: 28.02.2018
IPC:
G06K 9/66 (2006.01) ,G06Q 30/02 (2012.01) ,G07G 1/12 (2006.01)
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
64
using simultaneous comparisons or correlations of the image signals with a plurality of references, e.g. resistor matrix
66
references adjustable by an adaptive method, e.g. learning
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
Q
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTING PURPOSES, NOT OTHERWISE PROVIDED FOR
30
Commerce, e.g. shopping or e-commerce
02
Marketing, e.g. market research and analysis, surveying, promotions, advertising, buyer profiling, customer management or rewards; Price estimation or determination
G PHYSICS
07
CHECKING-DEVICES
G
REGISTERING THE RECEIPT OF CASH, VALUABLES, OR TOKENS
1
Cash registers
12
electronically operated
Applicants:
缤果可为(北京)科技有限公司 BINGOBOX (BEIJING) TECHNOLOGY CO., LTD. [CN/CN]; 中国北京市 门头沟区莲石湖西路98号院101幢等6幢4号楼2层S083号(阳光小微空间孵化聚集区) No. S083 Floor 2 Building 4, Block 101 and in all 6 Blocks, Courtyard 98 Lianshihu West Road, Mentougou District (Sunshine Small Micro-Space Hatching Gathering Area) Beijing 102300, CN
Inventors:
陈子林 CHEN, Zilin; CN
王良旗 WANG, Liangqi; CN
Agent:
北京元周律知识产权代理有限公司 PERIODIC LAW FIRM; 中国北京市 西城区德胜门外大街36号德胜凯旋大厦B座1713室 B-1713 Deshengkaixuan Building, No. 36 Deshengmenwai Street, Xicheng District Beijing 100120, CN
Priority Data:
201710891007.027.09.2017CN
201810135196.309.02.2018CN
Title (EN) METHOD, DEVICE, AND SELF-SERVICE CHECKOUT COUNTER FOR PERFORMING PRODUCT RECOGNITION ON THE BASIS OF NEURAL NETWORK
(FR) PROCÉDÉ, DISPOSITIF ET COMPTEUR DE CAISSE LIBRE-SERVICE POUR EFFECTUER UNE RECONNAISSANCE DE PRODUIT SUR LA BASE D'UN RÉSEAU NEURONAL
(ZH) 基于神经网络的商品识别方法、装置、自助收银台
Abstract:
(EN) The present invention discloses a method, a device, and a self-service checkout counter for performing product recognition on the basis of a neural network. The method comprises: obtaining an image containing a product under detection; inputting the same into a recognition system based on a neural network; and the recognition system based on the neural network outputting information about the product under detection. The method obtains a product image using a common camera and obtains information about a product by means of an image recognition algorithm based on a neural network. The present invention does not require a user to use a third-party identifier. The user needs only to put a selected product under a camera to obtain the image and achieve recognition. The invention features highly accurate recognition at a low cost.
(FR) La présente invention concerne un procédé, un dispositif et un compteur de caisse libre-service pour effectuer une reconnaissance de produit sur la base d'un réseau neuronal. Le procédé comprend les étapes suivantes : obtenir une image contenant un produit en cours de détection; entrer celle-ci dans un système de reconnaissance basé sur un réseau neuronal; et le système de reconnaissance basé sur un réseau neuronal émet des informations concernant le produit en cours de détection. Le procédé obtient une image de produit à l'aide d'une caméra commune et obtient des informations concernant un produit au moyen d'un algorithme de reconnaissance d'image basé sur un réseau neuronal. La présente invention ne nécessite pas l'utilisation d'un utilisateur pour utiliser un identifiant de tierce partie. L'utilisateur a doit simplement placer un produit sélectionné sous une caméra pour obtenir l'image et réaliser la reconnaissance. L'invention présente une reconnaissance très précise à faible coût.
(ZH) 本发明公开了一种基于神经网络的商品识别方法、装置、自助收银台,该方法包括:获得含有待检测商品的图像;将含有待检测商品的图像输入基于神经网络的识别系统,基于神经网络的识别系统输出待检测商品信息。该方法通过普通摄像头获取商品图像,利用基于神经网络的图像识别算法获取商品信息,无需要借助第三方标识,用户只需将选购商品放至摄像头下获取图像后即可实现识别,使用成本低廉,识别准确性高。
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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: Chinese (ZH)
Filing Language: Chinese (ZH)