Synthetic Aerial Dataset for UAV Detection via Text-to-Image Diffusion Models

Xing, Daitao; Tzes, Anthony

doi:10.1109/cai54212.2023.00030

Cited by 3 publications

(2 citation statements)

References 9 publications

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“…Additionally, image translation frameworks that combine VAE and GANs are utilized for transforming simulated images into realistic synthetic ones for training and testing change detection models [135], [137], though they still require real images for reference. Moreover, the authors in [139] introduce a method leveraging a text- • Effective for image superresolution.…”

Section: B Environmental Perceptionmentioning

confidence: 99%

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A Study Of Civil Engineering Education At Singapore Nanyang Technology University And At The University Of Florida

Liu¹,

Najafi²

2002 Annual Conference Proceedings

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offer civil engineering courses to undergraduate and graduate students. This paper discusses and compares Civil Engineering curriculum in both Universities. The Civil Engineering courses at the University of Florida are divided into two phases of general education and upper division/civil engineering core education. At Nanyang Technology University, the Civil Engineering offers courses of a prescribed core of essential subjects and both institutions offer excellent program of study. The Civil Engineering program at Nanyang Technology University offers courses closely related to industry and government needs. Similarly, at the University of Florida, Civil Engineering program also offers excellent education program in line with government and industries needs. At both institutions, efforts should be focused on revising curriculum that is more responsible to existing and future rapid technological changes.

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Section: B Environmental Perceptionmentioning

confidence: 99%

“…• Computationally expensive and slow to train. [139] Conditional GDM are deployed to generates photo-realistic images and corresponding ground truth bounding boxes for UAV detection according to conditional inputs, such as binary masks that specify the details and background of the UAVs, and text prompts that describe the scenes.…”

Section: Vae [133]mentioning

confidence: 99%