Hierarchical domain-adapted feature learning for video saliency prediction

G Bellitto, F Proietto Salanitri, S Palazzo… - International Journal of …, 2021 - Springer
In this work, we propose a 3D fully convolutional architecture for video saliency prediction
that employs hierarchical supervision on intermediate maps (referred to as conspicuity …

Thermal images-aware guided early fusion network for cross-illumination RGB-T salient object detection

H Wang, K Song, L Huang, H Wen, Y Yan - Engineering Applications of …, 2023 - Elsevier
RGB-T salient object detection (SOD) has been developed rapidly and achieved excellent
results in recent years. However, some problems have not yet been solved. The current RGB …

A hyperspectral image classification method based on the nonlocal attention mechanism of a multiscale convolutional neural network

M Li, Y Lu, S Cao, X Wang, S Xie - Sensors, 2023 - mdpi.com
Recently, convolution neural networks have been widely used in hyperspectral image
classification and have achieved excellent performance. However, the fixed convolution …

Advanced general particle dynamics with nonlocal foundation for fracture analysis

XP Zhou, WW Yao, F Berto - Fatigue & Fracture of Engineering …, 2022 - Wiley Online Library
The general particle dynamics (GPD), which is based on the kernel approximation method
and Navier–Stokes equation, was developed from smoothed‐particle hydrodynamics to …

From statistical mechanics to nonlocal theory

WW Yao, XP Zhou, QH Qian - Acta Mechanica, 2022 - Springer
This paper discusses the relationship between statistical mechanics and nonlocal
mechanical theories. Specifically, the relationship among statistical mechanics, nonlocal …

Meshless numerical solution for nonlocal integral differentiation equation with application in peridynamics

WW Yao, XP Zhou - Engineering Analysis with Boundary Elements, 2022 - Elsevier
The mid-point quadrature rule is often used to solve the nonlocal integral differentiation
equations, in which a central material point is used to calculate the integral of the subdomain …

Improved deer hunting optimization algorithm for video based salient object detection

MR Puttaswamy - Multimedia Research, 2020 - publisher.resbee.org
Recent days, many researchers have concentrated on the development in salient object
detection which is important in numerous computer vision applications. Nevertheless, the …

Tool wear prediction based on multidomain feature fusion by attention-based depth-wise separable convolutional neural network in manufacturing

G Li, Y Wang, J Wang, J He, Y Huo - The International Journal of …, 2021 - Springer
Computer numerical control (CNC) machine tool is the foundation of the equipment
manufacturing industry, and its technical level is an important indicator to measure the …

Pa-mvsnet: Sparse-to-dense multi-view stereo with pyramid attention

K Zhang, M Liu, J Zhang, Z Dong - Ieee Access, 2021 - ieeexplore.ieee.org
Multi-view based 3D reconstruction aims to obtain 3D structure information of objects in
space through two-dimensional images. In this paper, we propose a new multi-view stereo …

NLED: Nonlocal echo dynamics network for radar echo extrapolation

T Chen, Q Li, X Peng, Q Lv… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Radar echo extrapolation is a common approach to weather nowcasting, which has become
a significant support to detect potential disastrous weather a few hours ahead. The dynamics …