Search Results for author: Ghulam Mujtaba

Found 9 papers, 7 papers with code

FISTNet: FusIon of STyle-path generative Networks for Facial Style Transfer

no code implementations18 Jul 2023 Sunder Ali Khowaja, Lewis Nkenyereye, Ghulam Mujtaba, Ik Hyun Lee, Giancarlo Fortino, Kapal Dev

In this paper, we propose a FusIon of STyles (FIST) network for facial images that leverages pre-trained multipath style transfer networks to eliminate the problem associated with lack of huge data volume in the training phase along with the fusion of multiple styles at the output.

Style Transfer Transfer Learning

Client-driven Lightweight Method to Generate Artistic Media for Feature-length Sports Videos

1 code implementation Conference 2022 Ghulam Mujtaba, Jaehyuk Choi, Eun-Seok Ryu

This paper proposes a lightweight methodology to attract users and increase views of videos through personalized artistic media i. e., static thumbnails and animated Graphics Interchange Format (GIF) images.

Animated GIF Generation Sports Analytics +1

LTC-GIF: Attracting More Clicks on Feature-length Sports Videos

1 code implementation22 Jan 2022 Ghulam Mujtaba, Jaehyuk Choi, Eun-Seok Ryu

This paper proposes a lightweight method to attract users and increase views of the video by presenting personalized artistic media -- i. e, static thumbnails and animated GIFs.

Action Analysis Animated GIF Generation +2

LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN

1 code implementation22 Jan 2022 Ghulam Mujtaba, Adeel Malik, Eun-Seok Ryu

This framework generates a personalized keyshot summary for concurrent users by using the computational resource of the end-user device.

Video Summarization

Urdu text in natural scene images: a new dataset and preliminary text detection

no code implementations16 Sep 2021 Hazrat Ali, Khalid Iqbal, Ghulam Mujtaba, Ahmad Fayyaz, Mohammad Farhad Bulbul, Fazal Wahab Karam, Ali Zahir

To the best of our knowledge, the work is the first of its kind for the Urdu language and would provide a good dataset for free research use and serve as a baseline performance on the task of Urdu text extraction.

Text Detection

Client-driven Animated GIF Generation Framework Using an Acoustic Feature

1 code implementation12 Feb 2021 Ghulam Mujtaba, Sangsoon Lee, Jaehyoun Kim, Eun-Seok Ryu

The proposed method retrieves and uses the audio file and video segment so that communication and storage efficiencies are improved in the GIF generation process.

Animated GIF Generation Music Genre Recognition

EdgeNet: A novel approach for Arabic numeral classification

1 code implementation30 Jul 2019 S. M. A. Sharif, Ghulam Mujtaba, S. M. Nadim Uddin

Moreover, a novel deep model has been proposed to exploit diverse data samples of unified dataset.

Classification General Classification

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