Title:
IDENTIFICATION DEVICE, IDENTIFICATION METHOD, AND PROGRAM
Document Type and Number:
WIPO Patent Application WO/2024/062839
Kind Code:
A1
Abstract:
Provided is a diagnosis assistance device which is a diagnostic device, said diagnosis assistance device comprising: a multi-modal identifier (multi-modal identifier (30x)) that handles a plurality of modalities differing from each other; and a plurality of single-modal identifiers (single-modal identifier (30a), single-modal identifier (30b)) that each handle one of a plurality of modalities differing from each other. The multi-modal identifier identifies an object on the basis of a plurality of identification scores that have been calculated by the plurality of single-modal identifiers and a plurality of feature amounts that have been obtained in the process of calculating the plurality of identification scores, that differ from each other, and that have been calculated by the single-modal identifiers.
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Inventors:
SAITO ATSUSHI (JP)
Application Number:
PCT/JP2023/030655
Publication Date:
March 28, 2024
Filing Date:
August 25, 2023
Export Citation:
Assignee:
CASIO COMPUTER CO LTD (JP)
International Classes:
A61B10/00; G06N3/045; G06N20/00; G06V10/80; G06V10/82
Other References:
DHOUIB MOFDI, MASMOUDI SABEUR: "Advanced Multimodal Fusion for Biometric Recognition System based on Performance Comparison of SVM and ANN Techniques", INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS : IJCA, FOUNDATION OF COMPUTER SCIENCE, US, vol. 148, no. 11, 1 August 2016 (2016-08-01), US , pages 41 - 47, XP093151032, ISSN: 0975-8887, DOI: 10.5120/ijca2016911301
RADU VALENTIN; TONG CATHERINE; BHATTACHARYA SOURAV; LANE NICHOLAS D.; MASCOLO CECILIA; MARINA MAHESH K.; KAWSAR FAHIM: "Multimodal Deep Learning for Activity and Context Recognition", PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES, ACMPUB27, NEW YORK, NY, USA, vol. 1, no. 4, 8 January 2018 (2018-01-08), New York, NY, USA , pages 1 - 27, XP058485049, DOI: 10.1145/3161174
KAWAHARA JEREMY; DANESHVAR SARA; ARGENZIANO GIUSEPPE; HAMARNEH GHASSAN: "Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets", IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, IEEE, PISCATAWAY, NJ, USA, vol. 23, no. 2, 1 March 2019 (2019-03-01), Piscataway, NJ, USA , pages 538 - 546, XP011713063, ISSN: 2168-2194, DOI: 10.1109/JBHI.2018.2824327
RADU VALENTIN; TONG CATHERINE; BHATTACHARYA SOURAV; LANE NICHOLAS D.; MASCOLO CECILIA; MARINA MAHESH K.; KAWSAR FAHIM: "Multimodal Deep Learning for Activity and Context Recognition", PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES, ACMPUB27, NEW YORK, NY, USA, vol. 1, no. 4, 8 January 2018 (2018-01-08), New York, NY, USA , pages 1 - 27, XP058485049, DOI: 10.1145/3161174
KAWAHARA JEREMY; DANESHVAR SARA; ARGENZIANO GIUSEPPE; HAMARNEH GHASSAN: "Seven-Point Checklist and Skin Lesion Classification Using Multitask Multimodal Neural Nets", IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, IEEE, PISCATAWAY, NJ, USA, vol. 23, no. 2, 1 March 2019 (2019-03-01), Piscataway, NJ, USA , pages 538 - 546, XP011713063, ISSN: 2168-2194, DOI: 10.1109/JBHI.2018.2824327
Attorney, Agent or Firm:
KIMURA, Mitsuru (JP)
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