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Autor:
Chu-Ze Yin
Publikováno v:
IEEE Access, Vol 12, Pp 91770-91779 (2024)
The emergence of Convolutional Neural Networks (CNNs) and Vision Transformers (ViT) has markedly transformed the field of image classification and analysis, especially within the realm of computer vision. This advancement has significantly impacted v
Externí odkaz:
https://doaj.org/article/77abe622731e40c28a55fea0cd674345
Publikováno v:
IEEE Access, Vol 12, Pp 91499-91510 (2024)
During the production process of steel plate, surface defect detection is crucial for high-quality products. For the existing defect detection method based on machine vision, there are various types of problems, such as large model calculations, low
Externí odkaz:
https://doaj.org/article/7f58886713d4406da2d86ab9d3b51e82
Autor:
Jianying Huang, Hoon Kang
Publikováno v:
IEEE Access, Vol 12, Pp 92797-92825 (2024)
A sewer pipe system is an indispensable part of a modern city’s infrastructure. However, sewer pipes gradually deteriorate over time and develop defects such as cracks, deposits, and infiltration, which seriously affect their performance. Consequen
Externí odkaz:
https://doaj.org/article/da0acc508ca24d15be5bc098c700ef85
Autor:
Shuixiang Wang
Publikováno v:
IEEE Access, Vol 12, Pp 90005-90015 (2024)
Anomaly detection is a fundamental requirement in financial auditing, its detecting results can be used to correct the defects and predict risks for audited enterprise. However, with the auditing data becoming very huge, the anomaly detection error p
Externí odkaz:
https://doaj.org/article/73ad5d05500d424d932c9e277d9a975a
Autor:
Fatin Najihah Muhamad Zamri, Teddy Surya Gunawan, Siti Hajar Yusoff, Ahmad A. Alzahrani, Arif Bramantoro, Mira Kartiwi
Publikováno v:
IEEE Access, Vol 12, Pp 90629-90643 (2024)
The increasing misuse of drones poses significant safety and security risks, including illegal transportation of prohibited goods, interference with manned aircraft, and threats to public safety. This has raised concerns about the increased use of un
Externí odkaz:
https://doaj.org/article/f57fc432d6a240288bad7ee5518a7fc2
Publikováno v:
IEEE Access, Vol 12, Pp 90145-90157 (2024)
With the rapid development of the Internet, people independently write comments with emotional characteristics on e-commerce platforms, which express consumers’ emotional tendencies towards products or services from multiple perspectives. The senti
Externí odkaz:
https://doaj.org/article/e1b5066e15f04bdd8542fd357c94990c
Publikováno v:
IEEE Access, Vol 12, Pp 89035-89045 (2024)
The vehicle license plate detection plays a key role in Intelligent Transportation Systems. Detecting license plates, such as cars, trucks, and vans, is useful for law enforcement, surveillance, and toll booth operations. How to detect license plates
Externí odkaz:
https://doaj.org/article/ba43e46838dd4868a0395cd46af936d1
Publikováno v:
IEEE Access, Vol 12, Pp 87397-87406 (2024)
Road segmentation is an important task in the field of semantic segmentation, and the Deeplabv3+ algorithm, which is commonly used for road segmentation, has shortcomings, such as numerous parameters and a tendency to lose detailed information. There
Externí odkaz:
https://doaj.org/article/003c47f79cd747fd910f33e02e639ef2
Publikováno v:
IEEE Access, Vol 12, Pp 86220-86231 (2024)
Emotion recognition is one of the crucial topics in computer vision to efficiently recognize the expression of humans through faces. Recently, transformers have been recognized as a robust architecture, and many vision-based transformer models for em
Externí odkaz:
https://doaj.org/article/d85b9a3022074c1b8ab473072d25f204
Publikováno v:
IEEE Access, Vol 12, Pp 84878-84892 (2024)
Birds pose a serious threat to the safe operation of aircrafts. Existing object detection methods have achieved good results for big and medium instances; however, for small flying bird instances, drawbacks such as slow speed, low accuracy, and large
Externí odkaz:
https://doaj.org/article/2ea7d0928eb74428baffb5d87dcd7cbe