An Advert Creation System for 3D Product Placements
| العنوان: | An Advert Creation System for 3D Product Placements |
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| المؤلفون: | Peng Song, Matthew Nicholson, Jian Tang, Hossein Javidnia, Ivan Bacher, François Pitié, Rahul Agrahari, Soumyabrata Dev, Murhaf Hossari, Clare Conran, David Corrigan |
| المصدر: | Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track ISBN: 9783030676667 ECML/PKDD (4) |
| بيانات النشر: | Springer International Publishing, 2021. |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | Computer science, business.industry, Deep learning, ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, 020207 software engineering, Contextual advertising, 02 engineering and technology, Object (computer science), Mixed reality, Motion (physics), Human–computer interaction, 0202 electrical engineering, electronic engineering, information engineering, 020201 artificial intelligence & image processing, Segmentation, Augmented reality, Product (category theory), Artificial intelligence, business |
| الوصف: | Over the past decade, the evolution of video-sharing platforms has attracted a significant amount of investments on contextual advertising. The common contextual advertising platforms utilize the information provided by users to integrate 2D visual ads into videos. The existing platforms face many technical challenges such as ad integration with respect to occluding objects and 3D ad placement. This paper presents a Video Advertisement Placement & Integration (Adverts) framework, which is capable of perceiving the 3D geometry of the scene and camera motion to blend 3D virtual objects in videos and create the illusion of reality. The proposed framework contains several modules such as monocular depth estimation, object segmentation, background-foreground separation, alpha matting and camera tracking. Our experiments conducted using Adverts framework indicates the significant potential of this system in contextual ad integration, and pushing the limits of advertising industry using mixed reality technologies. |
| ردمك: | 978-3-030-67666-7 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_________::f24dfc037d1950519fb5e59f70768307 https://doi.org/10.1007/978-3-030-67667-4_14 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi...........f24dfc037d1950519fb5e59f70768307 |
| قاعدة البيانات: | OpenAIRE |
| ردمك: | 9783030676667 |
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