Zobrazeno 1 - 10
of 5 816
pro vyhledávání: '"Vision transformer"'
Autor:
Chengyu Hu, Jianxin Guo, Hanfei Xie, Qing Zhu, Baoxi Yuan, Yujie Gao, Xiangyang Ma, Jialu Chen
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-28 (2024)
Abstract Compared to the surface defect detection of industrial products produced according to specified processes, the detection of surface defects in naturally grown red jujubes poses unique and significant challenges for researchers. The high dive
Externí odkaz:
https://doaj.org/article/be62f9ec8aa64e3ab6d99f9743611c2a
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-16 (2024)
Abstract Breast cancer is the second most common type of cancer among women. Prompt detection of breast cancer can impede its advancement to more advanced phases, thereby elevating the probability of favorable treatment consequences. Histopathologica
Externí odkaz:
https://doaj.org/article/73cf08f63c734990a811a0e7b23d403a
Publikováno v:
Thoracic Cancer, Vol 15, Iss 31, Pp 2235-2247 (2024)
Abstract Objective This study aimed to evaluate the feasibility and performance of deep transfer learning (DTL) networks with different types and dimensions in differentiating thymomas from thymic cysts in a retrospective cohort. Materials and Method
Externí odkaz:
https://doaj.org/article/15694095a7e345b0913ec8469abf752e
Autor:
Thanh-An Pham, Van-Dung Hoang
Publikováno v:
Journal of Information and Telecommunication, Vol 8, Iss 4, Pp 587-601 (2024)
Lung diseases often result in severe damage to the respiratory tract, and lead to a high risk of mortality within a short period of time. DL models based on ViT are considered to have promising advantages over CNN architectures in terms of computatio
Externí odkaz:
https://doaj.org/article/ddf3d33c7d5243b49846dde6ccd29e9a
Publikováno v:
IET Image Processing, Vol 18, Iss 12, Pp 3600-3616 (2024)
Abstract Unmanned aerial vehicle insulator detection that aims to recognize defective insulators from transmission lines has made significant progress in recent years. However, it still faces challenges, such as the complex background of aerial image
Externí odkaz:
https://doaj.org/article/09f3d5ddf96c4bc681717ed33585334d
Publikováno v:
Petroleum Exploration and Development, Vol 51, Iss 5, Pp 1301-1315 (2024)
In order to predict phase distributions within complex pore structures during two-phase capillary-dominated drainage, we select subsamples from computerized tomography (CT) images of rocks and simulated porous media, and develop a pore morphology-bas
Externí odkaz:
https://doaj.org/article/0a41c9e6121b49aeb0a18146ca1b8e15
Autor:
Rahim Khan, Tahir Arshad, Xuefei Ma, Haifeng Zhu, Chen Wang, Javed Khan, Zahid Ullah Khan, Sajid Ullah Khan
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-19 (2024)
Abstract Hyperspectral image (HSI) data has a wide range of valuable spectral information for numerous tasks. HSI data encounters challenges such as small training samples, scarcity, and redundant information. Researchers have introduced various rese
Externí odkaz:
https://doaj.org/article/1155fbf42e9b44babde83962510f63b7
Autor:
Neel Kanwal, Farbod Khoraminia, Umay Kiraz, Andrés Mosquera-Zamudio, Carlos Monteagudo, Emiel A. M. Janssen, Tahlita C. M. Zuiverloon, Chunming Rong, Kjersti Engan
Publikováno v:
BMC Medical Informatics and Decision Making, Vol 24, Iss 1, Pp 1-25 (2024)
Abstract Background Histopathology is a gold standard for cancer diagnosis. It involves extracting tissue specimens from suspicious areas to prepare a glass slide for a microscopic examination. However, histological tissue processing procedures resul
Externí odkaz:
https://doaj.org/article/d83437ab55034d4695f7d414d324e162
Autor:
Usama Irshad, Rabbia Mahum, Ismaila Ganiyu, Faisal Shafique Butt, Lotfi Hidri, Tamer G. Ali, Ahmed M. El-Sherbeeny
Publikováno v:
EURASIP Journal on Audio, Speech, and Music Processing, Vol 2024, Iss 1, Pp 1-18 (2024)
Abstract Over the past decade, the prevalence of neurological diseases has significantly risen due to population growth and aging. Individuals suffering from spastic paralysis, brain attack, and idiopathic Parkinson’s disease (PD), among other neur
Externí odkaz:
https://doaj.org/article/def87428b45b4bd0977d224a9fa0ba3d
Publikováno v:
Brain Informatics, Vol 11, Iss 1, Pp 1-18 (2024)
Abstract Transformers have dominated the landscape of Natural Language Processing (NLP) and revolutionalized generative AI applications. Vision Transformers (VT) have recently become a new state-of-the-art for computer vision applications. Motivated
Externí odkaz:
https://doaj.org/article/46c30690d0bf4364bcb5ed761c72035d