Deconstructing Image Semantics in Natural Language Representation

被引：0
|
作者：
Kuriakose, Bineeth [1 ]
Mathew, Joshin J. [2 ]
Balasubramaniam, Balaji [3 ]
Preena, K. P. [1 ]
机构：
[1] Model Engn Coll, Dept Comp Engn, Kochi, Kerala, India
[2] ARS Traff & Transport Technol, Trivandrum, Kerala, India
[3] TRDDC, TCS Innovat Labs, Pune, Maharashtra, India
来源：
2015 INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND SIGNAL PROCESSING (ICCSP) | 2015年
关键词：
Image Representation; Primal Sketch Theory; Semantics; Natural Language;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Image - in today's digital world represented by numerical numbers. These numbers collectively present abstract concepts that is only understood by human perception. In this paper, we propose a novel framework that is more close to human perception of reality to translate the conventional representation of an image. Also, we focus on automating the image representation in terms of a natural language description both understandable by human and machine. The proposed framework can be extended to use a wide variety of real world applications in future.
引用
收藏
页码：1932 / 1938
页数：7
相关论文
共 50 条
  • [31] Abstract Objects and the Semantics of Natural Language
    Yi, Byeong-Uk
    MIND, 2015, 124 (495) : 958 - 964
  • [32] Natural Language Production in Database Semantics
    Hausser, Roland
    PROCEEDINGS OF THE 24TH PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION, 2010, : 875 - 884
  • [33] A metalogical theory of natural language semantics
    Mccord, M
    Bernth, A
    LINGUISTICS AND PHILOSOPHY, 2005, 28 (01) : 73 - 116
  • [34] Proof Assistants for Natural Language Semantics
    Chatzikyriakidis, Stergios
    Luo, Zhaohui
    LOGICAL ASPECTS OF COMPUTATIONAL LINGUISTICS: CELEBRATING 20 YEARS OF LACL (1996-2016), 2016, 10054 : 85 - 98
  • [35] Homogeneity effects in natural language semantics
    Kriz, Manuel
    LANGUAGE AND LINGUISTICS COMPASS, 2019, 13 (11):
  • [36] Abstract Objects and the Semantics of Natural Language
    Payne, Jonathan
    AUSTRALASIAN JOURNAL OF PHILOSOPHY, 2014, 92 (01) : 209 - 209
  • [37] Cognition theory motivated image semantics and image language
    Wu, AM
    Xu, D
    Yang, X
    Zheng, JH
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 2, PROCEEDINGS, 2005, 3614 : 1276 - 1280
  • [38] THE BERMUDA-TRIANGLE - NATURAL-LANGUAGE SEMANTICS BETWEEN LINGUISTICS, KNOWLEDGE REPRESENTATION, AND KNOWLEDGE PROCESSING
    BOSCH, P
    LECTURE NOTES IN ARTIFICIAL INTELLIGENCE, 1991, 546 : 243 - 258
  • [39] A semantic representation of EO data for image retrieval based on natural language queries
    Polignano, Marco
    de Gemmis, Marco
    Kopsacheilis, Vasilis
    Vaitis, Michail
    Malig, Jenny
    Grether, Dominik
    Ioannou, Ilias
    Sarelli, Anastasia
    De Pasquale, Vito
    Samarelli, Sergio
    Kolokoussis, Pol
    Karamvasis, Kleanthis
    Miltiadou, Milto
    Papoutsa, Christiana
    Regniers, Olivier
    Lafon, Virginie
    Topouzelis, Konstantinos
    Despotov, Bogdan
    SIXTH INTERNATIONAL CONFERENCE ON REMOTE SENSING AND GEOINFORMATION OF THE ENVIRONMENT (RSCY2018), 2018, 10773
  • [40] Multilevel Image-Enhanced Sentence Representation Net for Natural Language Inference
    Zhang, Kun
    Lv, Guangyi
    Wu, Le
    Chen, Enhong
    Liu, Qi
    Wu, Han
    Xie, Xing
    Wu, Fangzhao
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 51 (06): : 3781 - 3795
12345