Tirdet: Mono-modality thermal infrared object detection based on prior thermal-to-visible translation
Cross-modality images that combine visible-infrared spectra can provide complementary
information for object detection. In particular, they are well-suited for autonomous vehicle …
information for object detection. In particular, they are well-suited for autonomous vehicle …
Contrastive learning with feature fusion for unpaired thermal infrared image colorization
Y Chen, W Zhan, Y Jiang, D Zhu, X Xu, J Guo - Optics and Lasers in …, 2023 - Elsevier
Colorizing unpaired thermal infrared images is a challenging task that existing methods
struggle to perform effectively, often resulting in blurry details and unclear textures. To …
struggle to perform effectively, often resulting in blurry details and unclear textures. To …
Nighttime Thermal Infrared Image Colorization with Feedback-based Object Appearance Learning
Stable imaging in adverse environments (eg, total darkness) makes thermal infrared (TIR)
cameras a prevalent option for night scene perception. However, the low contrast and lack of …
cameras a prevalent option for night scene perception. However, the low contrast and lack of …
A feature refinement and adaptive generative adversarial network for thermal infrared image colorization
Y Chen, W Zhan, Y Jiang, D Zhu, X Xu, Z Hao, J Li… - Neural Networks, 2024 - Elsevier
Colorizing thermal infrared images poses a significant challenge as current methods
struggle with issues such as unrealistic color saturation and limited texture. To address …
struggle with issues such as unrealistic color saturation and limited texture. To address …
Infrared colorization with cross-modality zero-shot learning
C Wei, H Chen, L Bai, J Han, X Chen - Neurocomputing, 2024 - Elsevier
Existing infrared colorization methods based on image-to-image translation in a GAN
framework require paired image data for network learning and are limited by data quality …
framework require paired image data for network learning and are limited by data quality …
[HTML][HTML] Dual-Branch Colorization Network for Unpaired Infrared Images Based on High-Level Semantic Features and Multiscale Residual Attention
T Jiang, J Bai, L Xiao, T Liu, X Kuang, Y Liu, X Sui… - Electronics, 2024 - mdpi.com
The infrared image colorization technique overcomes the limitation of grayscale
characteristics of infrared images and achieves cross-modal conversion between infrared …
characteristics of infrared images and achieves cross-modal conversion between infrared …