知识在视觉中不仅仅是真信念  

Knowledge is far more than true belief in vision

作　　者：郑文博[1] 王飞跃[2] ZHENG Wenbo;WANG Fei-Yue(School of Computer Science and Artificial Intelligence,Wuhan University of Technology,Wuhan 430070,China;State Key Laboratory for Management and Control of Complex Systems,Institute of Automation,Chinese Academy of Sciences,Beijing 100190,China)

机构地区：[1]武汉理工大学计算机与人工智能学院,湖北武汉430070 [2]中国科学院自动化研究所复杂系统管理与控制国家重点实验室,北京100190

出　　处：《智能科学与技术学报》2024年第2期111-114,共4页Chinese Journal of Intelligent Science and Technology

基　　金：国家自然科学基金项目(No.62303361)。

摘　　要：计算知识视觉是一个新的观点或研究领域。计算知识视觉在视觉感知模型注入先验知识,使模型获得理解能力。模型在一定程度上像普通成年人一样进行有效的学习和推理。计算知识视觉不仅为人类先验知识与感知视觉机器提供了“桥梁”,还能系统地适配“桥梁”上不同层次的视觉任务。另外,提出了视觉层次及其与知识的联系,指出知识是一种合理的真信念。最后总结了近期的工作,并提出了一个新的研究方向,即知识在视觉方法研究中可以是一个思维框架。Computational knowledge vision is emphasized as a novel perspective or field in this paper.Computational knowledge vision injects a priori knowledge into a visual perception model so that the model gains comprehension,which enables the model to learn and reason effectively to a certain extent like an ordinary adult.Computational knowledge vision not only provides a“bridge”between human priori knowledge and perceptual visual machines,but also systematically adapts to different levels of visual tasks on this“bridge”.In addition,this paper proposes the visual hierarchy and its connection to knowledge,stating that knowledge is a justified true belief.Finally,our recent work is summarized and a new direction is proposed,which suggests that knowledge is also a thought framework in vision.

关 键 词：视觉 知识 计算知识视觉 

分 类 号：TP301.4[自动化与计算机技术—计算机系统结构]