Evolution toward intelligent communications: Impact of deep learning applications on the future of 6G technology

M Abd Elaziz, MAA Al‐qaness, A Dahou… - … : Data Mining and …, 2024 - Wiley Online Library
The sixth generation (6G) represents the next evolution in wireless communication
technology and is currently under research and development. It is expected to deliver faster …

I3cl: Intra-and inter-instance collaborative learning for arbitrary-shaped scene text detection

B Du, J Ye, J Zhang, J Liu, D Tao - International Journal of Computer …, 2022 - Springer
Existing methods for arbitrary-shaped text detection in natural scenes face two critical
issues, ie,(1) fracture detections at the gaps in a text instance; and (2) inaccurate detections …

Attention‐guided multiscale neural network for defect detection in sewer pipelines

Y Li, H Wang, LM Dang, HK Song… - Computer‐Aided Civil …, 2023 - Wiley Online Library
Sanitary sewer systems are major infrastructures in every modern city, which are essential in
protecting water pollution and preventing urban waterlogging. Since the conditions of sewer …

Air infrared small target local dehazing based on multiple-factor fusion cascade network

X Gao, P Tang, Q Cheng, J Li - Neural Computing and Applications, 2023 - Springer
Infrared (IR) imaging, an import method of target monitoring, suffers great imaging quality
degradation in poor weather conditions such as haze, fog, and smog. This will greatly affect …

Deep Learning-based Model for Automatic Salt Rock Segmentation

H Li, Q Hu, Y Mao, F Niu, C Liu - Rock Mechanics and Rock Engineering, 2022 - Springer
In places where petroleum and natural gas accumulate, a large number of salt layer
deposits are likely to form under the surface of the earth. Locations of petroleum and natural …

A systematic evaluation: fine-grained CNN vs. traditional CNN classifiers

S Anwar, N Barnes, L Petersson - Electronics, 2023 - mdpi.com
Fine-grained classifiers collect information about inter-class variations to best use the
underlying minute and subtle differences. The task is challenging due to the minor …