Zobrazeno 1 - 10
of 332
pro vyhledávání: '"multi-scale information"'
Publikováno v:
Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-19 (2024)
Abstract Face super-resolution technology can significantly enhance the resolution and quality of face images, which is crucial for applications such as surveillance, forensics, and face recognition. However, existing methods often fail to fully util
Externí odkaz:
https://doaj.org/article/8ed74e4b84194d40b6492725cec296c4
Publikováno v:
PeerJ Computer Science, Vol 10, p e2563 (2024)
Transformer-based technology has attracted widespread attention in medical image segmentation. Due to the diversity of organs, effective modelling of multi-scale information and establishing long-range dependencies between pixels are crucial for succ
Externí odkaz:
https://doaj.org/article/3b61e54bc54c469f88a7c0096c7f8688
Autor:
Hao Li, Yifan Liu, Huawei Xu, Ke Yang, Zhen Kang, Mengzhen Huang, Xiao Ou, Yuchen Zhao, Tongzhen Xing
Publikováno v:
Heliyon, Vol 10, Iss 16, Pp e35957- (2024)
Defect detection is critical to industrial quality control in leather production engineering. The various sizes and locations of defects in leather, as well as significant differences within the same class and indistinctive variations between differe
Externí odkaz:
https://doaj.org/article/79fe3c1dc7ba429fb8d5f35b1e7e7711
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:
CAAI Transactions on Intelligence Technology, Vol 8, Iss 4, Pp 1464-1479 (2023)
Abstract Contrastive self‐supervised representation learning on attributed graph networks with Graph Neural Networks has attracted considerable research interest recently. However, there are still two challenges. First, most of the real‐word syst
Externí odkaz:
https://doaj.org/article/de017e4de93544d2ab23f3c7efef1b6a
Publikováno v:
Entropy, Vol 26, Iss 8, p 627 (2024)
When a camera lens is directly faced with a strong light source, image flare commonly occurs, significantly reducing the clarity and texture of the photo and interfering with image processing tasks that rely on visual sensors, such as image segmentat
Externí odkaz:
https://doaj.org/article/c485bca2894e4dbebc2c11b2af22d089
Publikováno v:
Applied Sciences, Vol 14, Iss 14, p 6299 (2024)
Accurate medical image segmentation can assist doctors in observing lesion areas and making precise judgments. Effectively utilizing important multi-scale semantic information in local and global contexts is key to improving segmentation accuracy. In
Externí odkaz:
https://doaj.org/article/89325b2d467c40878d4cb25daa3934d7
Autor:
Yonghong Zhang, Ning Hu, Zhuofu Li, Xuquan Ji, Shanshan Liu, Youyang Sha, Xiongkang Song, Jian Zhang, Lei Hu, Weishi Li
Publikováno v:
CAAI Transactions on Intelligence Technology, Vol 8, Iss 3, Pp 931-945 (2023)
Abstract To eliminate unnecessary background information, such as soft tissues in original CT images and the adverse impact of the similarity of adjacent spines on lumbar image segmentation and surgical path planning, a two‐stage approach for local
Externí odkaz:
https://doaj.org/article/d858e0cab5d64a08b756e9eea620a30c
Publikováno v:
Alexandria Engineering Journal, Vol 73, Iss , Pp 695-707 (2023)
When studying the relationship and potential association between various data, researchers face multiple challenges: first, researchers need to collect data from multiple knowledge systems and channels, which challenges the breadth of expertise of re
Externí odkaz:
https://doaj.org/article/0c5946bef391480dbd36de48a029a22a
Publikováno v:
Journal of King Saud University: Computer and Information Sciences, Vol 36, Iss 2, Pp 101972- (2024)
Crowd localization can provide the positions of individuals and the total number of people, which has great application value for security monitoring and public management, meanwhile it meets the challenges of lighting, occlusion and perspective effe
Externí odkaz:
https://doaj.org/article/0af4e46606a24724a2a6eb2f48c13fa0