ALFusion: Adaptive fusion for infrared and visible images under complex lighting conditions DOI

Hanlin Xu,

Gang Liu, Yao Qian

et al.

Digital Signal Processing, Journal Year: 2024, Volume and Issue: unknown, P. 104864 - 104864

Published: Nov. 1, 2024

Language: Английский

MKDFusion: modality knowledge decoupled for infrared and visible image fusion DOI
Yuncheng Zhang, You Ma,

Lin Chai

et al.

Applied Intelligence, Journal Year: 2025, Volume and Issue: 55(7)

Published: April 14, 2025

Language: Английский

Citations

0
Near-Infrared Hyperspectral Target Tracking Based on Background Information and Spectral Position Prediction DOI Creative Commons

Li Wu,

Mengyuan Wang,

Weilin Zhong

et al.

Applied Sciences, Journal Year: 2025, Volume and Issue: 15(8), P. 4275 - 4275

Published: April 12, 2025

In order to address the problems of in-plane rotation and fast motion during near-infrared (NIR) video target tracking, this study explores application capsule networks in NIR proposes a network method based on background information spectral position prediction. First, history frame extraction module is proposed. This performs matching images through average curve groundtruth value makes rough distinction between background. On basis, frames stored as pool for subsequent operations. The proposed routing combines traditional algorithm with information. Specifically, similarity feature space calculated, weight allocation mechanism dynamically adjusted. Thus, discriminative ability strengthened. Finally, prediction locates center search region next by fusing features adjacent current frame. effectively reduces computational complexity improves tracking stability. Experimental evaluations demonstrate that novel framework achieves superior performance compared methods, attaining 70.3% success rate 88.4% accuracy data. Meanwhile, visible spectrum (VIS) data analysis, architecture maintains competitive effectiveness 59.6% 78.8% precision.

Language: Английский

Citations

0
A temperature measurement compensation method for industrial rotary kilns based on infrared multi-feature fusion under dynamic water mist interference DOI
Yonggang Li, Fan Mo, Fengrun Tang

et al.

Infrared Physics & Technology, Journal Year: 2024, Volume and Issue: 141, P. 105485 - 105485

Published: Aug. 10, 2024

Language: Английский

Citations

0
ALFusion: Adaptive fusion for infrared and visible images under complex lighting conditions DOI

Hanlin Xu,

Gang Liu, Yao Qian

et al.

Digital Signal Processing, Journal Year: 2024, Volume and Issue: unknown, P. 104864 - 104864

Published: Nov. 1, 2024

Language: Английский

Citations

0