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1. (WO2018127627) METHOD AND APPARATUS FOR AUTOMATIC VIDEO SUMMARISATION
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Pub. No.: WO/2018/127627 International Application No.: PCT/FI2018/050001
Publication Date: 12.07.2018 International Filing Date: 02.01.2018
IPC:
G06F 17/30 (2006.01) ,H04N 21/8549 (2011.01) ,H04N 21/8405 (2011.01) ,G06K 9/00 (2006.01) ,G06N 3/04 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
17
Digital computing or data processing equipment or methods, specially adapted for specific functions
30
Information retrieval; Database structures therefor
H ELECTRICITY
04
ELECTRIC COMMUNICATION TECHNIQUE
N
PICTORIAL COMMUNICATION, e.g. TELEVISION
21
Selective content distribution, e.g. interactive television, VOD [Video On Demand]
80
Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
85
Assembly of content; Generation of multimedia applications
854
Content authoring
8549
Creating video summaries, e.g. movie trailer
H ELECTRICITY
04
ELECTRIC COMMUNICATION TECHNIQUE
N
PICTORIAL COMMUNICATION, e.g. TELEVISION
21
Selective content distribution, e.g. interactive television, VOD [Video On Demand]
80
Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
83
Generation or processing of protective or descriptive data associated with content; Content structuring
84
Generation or processing of descriptive data, e.g. content descriptors
8405
represented by keywords
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
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
Applicants: NOKIA TECHNOLOGIES OY[FI/FI]; Karaportti 3 02610 Espoo, FI
Inventors: CRICRI, Francesco; FI
Agent: NOKIA TECHNOLOGIES OY; Ari Aarnio IPR Department Karakaari 7 02610 Espoo, FI
UUSITALO, Arttu; FI
Priority Data:
1700265.006.01.2017GB
Title (EN) METHOD AND APPARATUS FOR AUTOMATIC VIDEO SUMMARISATION
(FR) PROCÉDÉ ET APPAREIL DE RÉSUMÉ DE VIDÉO AUTOMATIQUE
Abstract:
(EN) This specification describes a method comprising: analysing (S2400), using a neural network, a text description of an input video and an input question; causing production of an attention map (S2500) based on the text description and the input question; and determining locations of the attention map having the highest attention value.
(FR) La présente invention concerne un procédé consistant à : analyser (S2400), à l'aide d'un réseau neuronal, une description de texte d'une vidéo d'entrée et une question d'entrée ; provoquer la production d'une carte d'attention (S2500) sur la base de la description de texte et de la question d'entrée ; et déterminer des emplacements de la carte d'attention ayant la valeur d'attention la plus élevée.
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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: English (EN)
Filing Language: English (EN)