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Multiview angle UAV infrared image simulation with segmented model and object detection for traffic surveillance [PDF]

Scientific Reports
With the rapid development of infrared (IR) imaging UAV technology, infrared aerial image processing technology has been applied in different fields. But it is not very convenient to obtain real aerial images in some cases because of flight limitations ...
Tuerniyazi Aibibu, Jinhui Lan, Yiliang Zeng, Jinghao Hu, Zhuo Yong   +4 more
doaj   +2 more sources

Research on Infrared Temperature Measurement Image Enhancement Technology of Transmission Line [PDF]

E3S Web of Conferences, 2021
It is one of the important means to ensure the safety of transmission line and its equipment to realize the rapid identification and accurate diagnosis of visual defect fault points of transmission line.
Li Mu, Li Tao, Zheng Lei, Xu Fen
doaj   +1 more source

Infrared Imaging and NDT [PDF]

Applied Sciences, 2021
Infrared thermography has become a mature and widely accepted technology with applications in many different fields, from medical to industrial [...]
Rubén Usamentiaga, Pablo Venegas
openaire   +3 more sources

Fractal Texture Enhancement of Simulated Infrared Images Using a CNN-Based Neural Style Transfer Algorithm with a Histogram Matching Technique

Sensors, 2022
Here, we propose a CNN-based infrared image enhancement method to transform pseudo-realistic regions of simulation-based infrared images into real infrared texture. The proposed algorithm consists of the following three steps.
Taeyoung Kim, Hyochoong Bang
doaj   +1 more source

Aerial Visible-to-Infrared Image Translation: Dataset, Evaluation, and Baseline

Journal of Remote Sensing, 2023
Aerial visible-to-infrared image translation aims to transfer aerial visible images to their corresponding infrared images, which can effectively generate the infrared images of specific targets.
Zonghao Han, Ziye Zhang, Shun Zhang, Ge Zhang, Shaohui Mei   +4 more
doaj   +1 more source

V2T-GAN: Three-Level Refined Light-Weight GAN with Cascaded Guidance for Visible-to-Thermal Translation

Sensors, 2022
Infrared image simulation is challenging because it is complex to model. To estimate the corresponding infrared image directly from the visible light image, we propose a three-level refined light-weight generative adversarial network with cascaded ...
Ruiming Jia, Xin Chen, Tong Li, Jiali Cui   +3 more
doaj   +1 more source

Infrared and Visible Image Fusion: Methods, Datasets, Applications, and Prospects

Applied Sciences, 2023
Infrared and visible light image fusion combines infrared and visible light images by extracting the main information from each image and fusing it together to provide a more comprehensive image with more features from the two photos.
Yongyu Luo, Zhongqiang Luo
doaj   +1 more source

A Multi-Branch Multi-Scale Deep Learning Image Fusion Algorithm Based on DenseNet

Applied Sciences, 2022
Infrared images have good anti-environmental interference ability and can capture hot target information well, but their pictures lack rich detailed texture information and poor contrast.
Yumin Dong, Zhengquan Chen, Ziyi Li, Feng Gao   +3 more
doaj   +1 more source

I-GANs for Infrared Image Generation

Complexity, 2021
The making of infrared templates is of great significance for improving the accuracy and precision of infrared imaging guidance. However, collecting infrared images from fields is difficult, of high cost, and time-consuming.
Bing Li, Yong Xian, Juan Su, Da Q. Zhang, Wei L. Guo   +4 more
doaj   +1 more source

An Infrared Sequence Image Generating Method for Target Detection and Tracking

Frontiers in Computational Neuroscience, 2022
Training infrared target detection and tracking models based on deep learning requires a large number of infrared sequence images. The cost of acquisition real infrared target sequence images is high, while conventional simulation methods lack ...
Huang Zhijian, Huang Zhijian, Hui Bingwei, Sun Shujin   +3 more
doaj   +1 more source