Zobrazeno 1 - 10
of 805
pro vyhledávání: '"Global Feature"'
Publikováno v:
IET Intelligent Transport Systems, Vol 18, Iss 12, Pp 2532-2551 (2024)
Abstract Road detection plays a vital role in automated driving and advanced driver assistance systems. In recent years, mainstream frameworks have suffered from the restrictions of a receptive field and the limitation of modelling long‐range relat
Externí odkaz:
https://doaj.org/article/46641a97eccb4b24a0441751d9136389
Autor:
QIU Yunfei, XIN Hao
Publikováno v:
Jisuanji kexue yu tansuo, Vol 18, Iss 12, Pp 3247-3259 (2024)
The active downsampling of the backbone of conventional single path architecture often leads to insufficient feature extraction and information loss. At the same time, simply adding or splicing feature pyramids is not conducive to the integration of
Externí odkaz:
https://doaj.org/article/75ef4fe04413498687e239736ebe5530
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 1778-1791 (2025)
Extracting discriminative spectral-spatial features from hyperspectral images (HSIs) remains a crucial topic within the remote sensing community. However, most feature extraction methods suffer from coarse textures, leading to poor performance in cla
Externí odkaz:
https://doaj.org/article/37270ea018134777b71cf38dbf07841b
Publikováno v:
工程科学学报, Vol 46, Iss 5, Pp 897-907 (2024)
Accurate recognition of colorectal images assists doctors in screening for malignant intestinal diseases. Colorectal cancer can be induced by colorectal polyps, ulcerative colitis, and papillary adenoma. Colorectal polyp segmentation can be used to r
Externí odkaz:
https://doaj.org/article/0acdbffc8ee7469f8b0be89739e06141
Publikováno v:
Complex & Intelligent Systems, Vol 10, Iss 4, Pp 5281-5300 (2024)
Abstract Single-frame infrared small target detection is affected by the low image resolution and small target size, and is prone to the problems of small target feature loss and positional offset during continuous downsampling; at the same time, the
Externí odkaz:
https://doaj.org/article/ae39ea4ff84a404dafc055e4a0e062d9
Publikováno v:
IEEE Access, Vol 12, Pp 155943-155957 (2024)
With the wide application of deep learning in image processing, salient object detection (SOD) in underwater sonar images has become an important research topic. However, due to the interference of complex underwater environments and seabed reverbera
Externí odkaz:
https://doaj.org/article/c7af3032406e4431a7e79d84279659c8
Publikováno v:
IEEE Access, Vol 12, Pp 131266-131282 (2024)
Fetal cardiac ultrasound apical 4-chamber (A4C) view segmentation with deep learning technique is a crucial auxiliary to diagnosing congenital heart disease. Due to the complexity and variety of morphology in ultrasound images, the accurate segmentat
Externí odkaz:
https://doaj.org/article/4e1da48af3d64d62903fe4b5450fccc8
Autor:
Chien-Chou Lin, Po-Yu Chen
Publikováno v:
IEEE Access, Vol 12, Pp 111924-111931 (2024)
Recently, deep learning neural networks have been widely used in object classification. The process of object classification typically involves extracting features from the point cloud using neural networks and integrating these features into a globa
Externí odkaz:
https://doaj.org/article/e6c16ed6d50649a4aeac53e3a0f9ee8a
Publikováno v:
IEEE Access, Vol 12, Pp 88696-88714 (2024)
Explainable artificial intelligence (XAI) techniques are used to understand the rationale behind the decision-making of machine learning models. In addition to the need for model explainability, the demand for an ever-growing number of multimodal fea
Externí odkaz:
https://doaj.org/article/c4cef0cb205d4b87829aedff95a09668
Publikováno v:
IEEE Access, Vol 12, Pp 87923-87933 (2024)
Mild cognitive impairment (MCI) is an early stage of Alzheimer’s disease (AD), which is currently incurable. Early diagnosis of AD is essential for effective intervention since the World Alzheimer’s Report 2015 predicted the number of cases will
Externí odkaz:
https://doaj.org/article/e5d8c75bf8614ad59afc5b705915ac9b