Interoperability and data storage in internet of multimedia things: investigating current trends, research challenges and future directions
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 …
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
Multimedia Internet-of-Things (IoT) systems have been widely used in surveillance,
automatic behavior analysis and event recognition, which integrate image processing …
automatic behavior analysis and event recognition, which integrate image processing …
Predictive distributed visual analysis for video in wireless sensor networks
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 …
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
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 …
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
Real-time visual analysis tasks, like tracking and recognition, require swift execution of
computationally intensive algorithms. Visual sensor networks could be enabled to perform …
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 …
of Visual Sensor Networks (VSNs) that process sensed data and transmit the useful …
Real-time distributed visual feature extraction from video in sensor networks
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 …
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
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 …
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
Real-time visual analysis tasks, like tracking and recognition, require swift execution of
computationally intensive algorithms. Enabling visual sensor networks to perform such tasks …
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 …
organizing sensor nodes, where some or all of them are equipped with a low-power camera …