LTC-SUM: Lightweight client-driven personalized video summarization framework using 2D CNN

G Mujtaba, A Malik, ES Ryu - IEEE access, 2022 - ieeexplore.ieee.org
This paper proposes a novel lightweight thumbnail container-based summarization (LTC-
SUM) framework for full feature-length videos. This framework generates a personalized …

Two-stage deep denoising with self-guided noise attention for multimodal medical images

SMA Sharif, RA Naqvi, WK Loh - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Medical image denoising is considered among the most challenging vision tasks. Despite
the real-world implications, existing denoising methods have notable drawbacks as they …

FRC-GIF: Frame ranking-based personalized artistic media generation method for resource constrained devices

G Mujtaba, SA Khowaja, MA Jarwar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Generating video highlights in the form of animated graphics interchange formats (GIFs) has
significantly simplified the process of video browsing. Animated GIFs have paved the way for …