Interoperability and data storage in internet of multimedia things: investigating current trends, research challenges and future directions

G Yang, MA Jan, AU Rehman, M Babar… - IEEE …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) has widely been accepted as a promising paradigm for connecting a
large number of resource-constrained miniature sensor nodes that have the ability to sense …

Edge computing framework for cooperative video processing in multimedia IoT systems

C Long, Y Cao, T Jiang, Q Zhang - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Multimedia Internet-of-Things (IoT) systems have been widely used in surveillance,
automatic behavior analysis and event recognition, which integrate image processing …

Predictive distributed visual analysis for video in wireless sensor networks

E Eriksson, G Dán, V Fodor - IEEE Transactions on Mobile …, 2015 - ieeexplore.ieee.org
We consider the problem of performing distributed visual analysis for a video sequence in a
visual sensor network that contains sensor nodes dedicated to processing. Visual analysis …

Characterization of SURF and BRISK interest point distribution for distributed feature extraction in visual sensor networks

G Dán, MA Khan, V Fodor - IEEE Transactions on Multimedia, 2015 - ieeexplore.ieee.org
We study the statistical characteristics of SURF and BRISK interest points and descriptors,
with the aim of supporting the design of distributed processing across sensor nodes in a …

Coordinating distributed algorithms for feature extraction offloading in multi-camera visual sensor networks

E Eriksson, G Dán, V Fodor - … on Circuits and Systems for Video …, 2017 - ieeexplore.ieee.org
Real-time visual analysis tasks, like tracking and recognition, require swift execution of
computationally intensive algorithms. Visual sensor networks could be enabled to perform …

Enhancing lifetime of visual sensor networks with a preprocessing-based multi-face detection method

HS Aghdasi, S Yousefi - Wireless Networks, 2018 - Springer
Recently, advances in hardware such as CMOS camera nodes have led to the development
of Visual Sensor Networks (VSNs) that process sensed data and transmit the useful …

Real-time distributed visual feature extraction from video in sensor networks

E Eriksson, G Dán, V Fodor - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Enabling visual sensor networks to perform visual analysis tasks in real-time is challenging
due to the computational complexity of detecting and extracting visual features. A promising …

Prediction-based load control and balancing for feature extraction in visual sensor networks

E Eriksson, G Dán, V Fodor - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
We consider controlling and balancing the processing load in a visual sensor network (VSN)
used for detecting local features, such as BRISK. We formulate a prediction problem with …

Algorithms for distributed feature extraction in multi-camera visual sensor networks

E Eriksson, G Dán, V Fodor - 2015 IFIP Networking Conference …, 2015 - ieeexplore.ieee.org
Real-time visual analysis tasks, like tracking and recognition, require swift execution of
computationally intensive algorithms. Enabling visual sensor networks to perform such tasks …

Enhancing performance of face detection in visual sensor networks with a dynamic-based approach

S Najjar-Ghabel, S Yousefi - Wireless Personal Communications, 2017 - Springer
A visual sensor network, as a special kind of wireless sensor network, is comprised of self-
organizing sensor nodes, where some or all of them are equipped with a low-power camera …