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Visualization for Explanation of Deep Learning-Based Defect Detection Model Using Class Activation Map

Year: 2023

Type: article

Abstract: Recently, convolutional neural network (CNN)-based visual inspection has been developed to detect defects on building surfaces automatically. The CNN model demonstrates remarkable accuracy in image data analysis; however, the... | Find, read and cite all the research you need on Tech Science Press

Source: Computers, materials & continua/Computers, materials & continua (Print)

DOI: 10.32604/cmc.2023.038362

Authors: Hyunkyu Shin, Yonghan Ahn, Mihwa Song, Heungbae Gil, Jungsik Choi, Sanghyo Lee

Institutions: Hanyang University, Korea Expressway Corporation (South Korea), Kangwon National University

Language: English

Topic: Infrastructure Maintenance and Monitoring

Subfield: Civil and Structural Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: diamond

Funders: Ministry of Land, Infrastructure and Transport, Korea Agency for Infrastructure Technology Advancement

OpenAlex ID: W4372082063