Zobrazeno 1 - 10
of 1 846
pro vyhledávání: '"convolution neural network (CNN)"'
Publikováno v:
Data Science and Management, Vol 7, Iss 1, Pp 25-34 (2024)
Audiovisual speech recognition is an emerging research topic. Lipreading is the recognition of what someone is saying using visual information, primarily lip movements. In this study, we created a custom dataset for Indian English linguistics and cat
Externí odkaz:
https://doaj.org/article/2ff2293dffaa4ac4a1511b342e16b72f
Autor:
Nizom Farmonov, M. Esmaeili, Dariush Abbasi-Moghadam, Alireza Sharifi, Khilola Amankulova, Laszlo Mucsi
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11969-11996 (2024)
The advent of cloud computing and advanced processing technologies has elevated deep learning (DL) as a leading method for hyperspectral imaging (HSI) classification. Classifying crops accurately is vital for generating precise agricultural data to s
Externí odkaz:
https://doaj.org/article/25bd4e1810a047a3833124f44ec3f944
Autor:
Ho-Seung Kim, Jiho Jung, Ryul Hwang, Seong-Chan Park, Seung-Jae Lee, Gyu-Tae Kim, Bang-Wook Lee
Publikováno v:
IEEE Access, Vol 12, Pp 53623-53632 (2024)
Cast-resin transformers are affected by deterioration due to manufacturing defects and continuous load. Studying PD, which is capable of detecting defects or degradation in advance, is important. With the rapid advancement of AI technologies, researc
Externí odkaz:
https://doaj.org/article/751f8c5da57d47949e0f56c15eae7d89
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 7888-7902 (2024)
Infrared small target detection is a challenging task in which many researchers have made lots of achievements. While the performance of single-frame (SF) detection is still limited due to the lack of usage of multiframe (MF) continuous information,
Externí odkaz:
https://doaj.org/article/66d66ace9ba648c892e1a97bdc685095
Publikováno v:
IEEE Access, Vol 12, Pp 40827-40841 (2024)
Arrhythmia detection in electrocardiogram (ECG) signals is a vital aspect of cardiovascular health monitoring. Current automated methods for arrhythmia classification often struggle to attain satisfactory performance in the detection of various heart
Externí odkaz:
https://doaj.org/article/0159319da94b43a9ba5aff142c08bb79
Publikováno v:
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 3985-3998 (2024)
Multispectral (MS) image pansharpening is a significant technology for remote sensing image analysis, aiming to restore a high-resolution MS image by merging a high-resolution panchromatic image with a low-resolution MS image. While the convolutional
Externí odkaz:
https://doaj.org/article/9fe942f2bbd64f44a53d4baab8902f1d
Autor:
Omer T. Hamajan, Abbas M. Ali
Publikováno v:
Zanco Journal of Pure and Applied Sciences, Vol 36, Iss 2 (2024)
Face recognition has become indispensable in our daily lives as a quick and painless technique of confirming our identities since in the era of wearing face masks the traditional face recognition system may not effectively recognize the concerned per
Externí odkaz:
https://doaj.org/article/9a3aaf47d3564362a9b4e70426b089b0
Publikováno v:
Alexandria Engineering Journal, Vol 85, Iss , Pp 207-217 (2023)
In document forensics, identifying ink mismatches is crucial for detecting forgeries and determining document authenticity. However, identifying and separating specific inks from paper can be challenging. Hyperspectral imaging can capture unique spec
Externí odkaz:
https://doaj.org/article/e0729923016e48bc9f8df8114dda7162
Autor:
Liong-Rung Liu, Ming-Yuan Huang, Shu-Tien Huang, Lu-Chih Kung, Chao-hsiung Lee, Wen-Teng Yao, Ming-Feng Tsai, Cheng-Hung Hsu, Yu-Chang Chu, Fei-Hung Hung, Hung-Wen Chiu
Publikováno v:
Heliyon, Vol 10, Iss 5, Pp e27200- (2024)
Arrhythmia, a frequently encountered and life-threatening cardiac disorder, can manifest as a transient or isolated event. Traditional automatic arrhythmia detection methods have predominantly relied on QRS-wave signal detection. Contemporary researc
Externí odkaz:
https://doaj.org/article/99ab784d729e4dea88bf388deef46299
Autor:
Sugiyarto Surono, M. Yahya Firza Afitian, Anggi Setyawan, Dyiyah Kresna Eni Arofah, Aris Thobirin
Publikováno v:
HighTech and Innovation Journal, Vol 4, Iss 3, Pp 531-542 (2023)
One of the best-known and frequently used areas of Deep Learning in image processing is the Convolutional Neural Network (CNN), which has architectural designs such as Inceptionv3, DenseNet201, Resnet50, and MobileNet used in image classification and
Externí odkaz:
https://doaj.org/article/ac87e5bb087644c3a82f84a232c29a8d