A comprehensive survey and mathematical insights towards video summarization

P Narwal, N Duhan, KK Bhatia - Journal of Visual Communication and …, 2022 - Elsevier
Video Summarization is a technique to reduce the original raw video into a short video
summary. Video summarization automates the task of acquiring key frames/segments from …

Multi-domain feature fusion for emotion classification using DEAP dataset

M Khateeb, SM Anwar, M Alnowami - Ieee Access, 2021 - ieeexplore.ieee.org
Emotion recognition in real-time using electroencephalography (EEG) signals play a key
role in human-computer interaction and affective computing. The existing emotion …

Physiological sensors based emotion recognition while experiencing tactile enhanced multimedia

A Raheel, M Majid, M Alnowami, SM Anwar - Sensors, 2020 - mdpi.com
Emotion recognition has increased the potential of affective computing by getting an instant
feedback from users and thereby, have a better understanding of their behavior …

Emotion recognition framework using multiple modalities for an effective human–computer interaction

A Moin, F Aadil, Z Ali, D Kang - The Journal of Supercomputing, 2023 - Springer
Human emotions are subjective reactions to objects or events that are related to diverse
physiological, behavioral and intellectual changes. The research community is gaining more …

DEAR-MULSEMEDIA: Dataset for emotion analysis and recognition in response to multiple sensorial media

A Raheel, M Majid, SM Anwar - Information Fusion, 2021 - Elsevier
Traditionally, emotion recognition is performed in response to stimuli that engage either one
(vision: image or hearing: audio) or two (vision and hearing: video) human senses. An …

Personalized Video Summarization: A Comprehensive Survey of Methods and Datasets

M Peronikolis, C Panagiotakis - Applied Sciences, 2024 - mdpi.com
In recent years, the scientific and technological developments have led to an explosion of
available videos on the web, increasing the necessity of fast and effective video analysis …

EEG-video emotion-based summarization: Learning with EEG auxiliary signals

WCL Lew, D Wang, KK Ang, JH Lim… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
Video summarization is the process of selecting a subset of informative keyframes to
expedite storytelling with limited loss of information. In this article, we propose an EEG-Video …

High dynamic range multimedia: better affective agent for human emotional experience

M Riaz, M Majid, J Mir - Multimedia Tools and Applications, 2024 - Springer
Affective computing is an important research area for developing an emotion recognition
system. In such systems, stimuli for emotion elicitation are standard dynamic range (SDR) …

A comprehensive study of automatic video summarization techniques

D Gupta, A Sharma - Artificial Intelligence Review, 2023 - Springer
Video summarization deals with the generation of a condensed version of the original video
by including meaningful frames or segments while eliminating redundant information. The …

Artifact removal from EEG signals recorded in non-restricted environment

Z Jamil, A Jamil, M Majid - Biocybernetics and Biomedical Engineering, 2021 - Elsevier
Electroencephalography (EEG) signals are always accompanied by endogenous and
exogenous artifacts. Research carried out in the past few years focused on EEG artifact …