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Abstract <p>Visual image recognition is one of the central tasks for intelligent systems. The advancement of mathematical, theorem-based research methods here is hampered to a significant extent by the lack of a complete and acceptable formal definition of the concept of a visual image in an arbitrary visual environment. This paper presents the idea of an approach to such a definition by successive approximations, and describes three approximations.</p>

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On Three Approximations to the Formal Definition of a Visual Image in an Arbitrary Visual Environment

  • 期刊论文

  • 发表日期：

    2025年12月1日

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  • Vadim Nikitovich Kozlov

摘要

Abstract

Visual image recognition is one of the central tasks for intelligent systems. The advancement of mathematical, theorem-based research methods here is hampered to a significant extent by the lack of a complete and acceptable formal definition of the concept of a visual image in an arbitrary visual environment. This paper presents the idea of an approach to such a definition by successive approximations, and describes three approximations.