no code implementations • 23 Jan 2022 • Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
There is a trade-off between the computation of many frames and the speed of the captioning process.
no code implementations • 23 Jan 2022 • Soheyla Amirian, Thiab R. Taha, Khaled Rasheed, Hamid R. Arabnia
Generative Adversarial Networks (GANs) are machine learning methods that are used in many important and novel applications.
Generative Adversarial Network Image-to-Image Translation +3
no code implementations • 7 Apr 2021 • Soheyla Amirian, Abolfazl Farahani, Hamid R. Arabnia, Khaled Rasheed, Thiab R. Taha
With the above in mind, this paper proposes a video captioning framework that aims to describe the activities in a video and estimate a person's daily physical activity level.
no code implementations • 7 Apr 2021 • Soheyla Amirian, Khaled Rasheed, Thiab R. Taha, Hamid R. Arabnia
The proposed system functions and operates as followed: it reads a video; representative image frames are identified and selected; the image frames are captioned; NLP is applied to all generated captions together with text summarization; and finally, a title and an abstract are generated for the video.