A comprehensive survey of multi-view video summarization

T Hussain, K Muhammad, W Ding, J Lloret, SW Baik… - Pattern Recognition, 2021 - Elsevier
There has been an exponential growth in the amount of visual data on a daily basis
acquired from single or multi-view surveillance camera networks. This massive amount of …

A survey of urban visual analytics: Advances and future directions

Z Deng, D Weng, S Liu, Y Tian, M Xu, Y Wu - Computational Visual Media, 2023 - Springer
Developing effective visual analytics systems demands care in characterization of domain
problems and integration of visualization techniques and computational models. Urban …

Visualization and visual analytics approaches for image and video datasets: A survey

S Afzal, S Ghani, MM Hittawe, SF Rashid… - ACM Transactions on …, 2023 - dl.acm.org
Image and video data analysis has become an increasingly important research area with
applications in different domains such as security surveillance, healthcare, augmented and …

Cost-effective video summarization using deep CNN with hierarchical weighted fusion for IoT surveillance networks

K Muhammad, T Hussain, M Tanveer… - IEEE Internet of …, 2019 - ieeexplore.ieee.org
Video summarization (VS) has attracted intense attention recently due to its enormous
applications in various computer vision domains, such as video retrieval, indexing, and …

Efficient CNN based summarization of surveillance videos for resource-constrained devices

K Muhammad, T Hussain, SW Baik - Pattern Recognition Letters, 2020 - Elsevier
The widespread usage of surveillance cameras in smart cities has resulted in a gigantic
volume of video data whose indexing, retrieval and management is a challenging issue …

Visual analytics in urban computing: An overview

Y Zheng, W Wu, Y Chen, H Qu… - IEEE Transactions on Big …, 2016 - ieeexplore.ieee.org
Nowadays, various data collected in urban context provide unprecedented opportunities for
building a smarter city through urban computing. However, due to heterogeneity, high …

Trajectory-based surveillance analysis: A survey

SA Ahmed, DP Dogra, S Kar… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Due to the advancement of camera hardware and machine learning techniques, video
object tracking for surveillance has received noticeable attention from the computer vision …

EmotionCues: Emotion-Oriented Visual Summarization of Classroom Videos

H Zeng, X Shu, Y Wang, Y Wang… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Analyzing students' emotions from classroom videos can help both teachers and parents
quickly know the engagement of students in class. The availability of high-definition cameras …

EmoCo: Visual Analysis of Emotion Coherence in Presentation Videos

H Zeng, X Wang, A Wu, Y Wang, Q Li… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Emotions play a key role in human communication and public presentations. Human
emotions are usually expressed through multiple modalities. Therefore, exploring …

UAV cluster-based video surveillance system optimization in heterogeneous communication of smart cities

Y Jin, Z Qian, W Yang - IEEE Access, 2020 - ieeexplore.ieee.org
Video surveillance system is the integration of computers, networks, communications, and
video CODEC, etc. Because of its distributed architecture, parallel image processing and …