Heterogeneous integration for artificial intelligence: Challenges and opportunities

S Mukhopadhyay, Y Long, B Mudassar… - IBM Journal of …, 2019 - ieeexplore.ieee.org
The recent progress in artificial intelligence (AI) and machine learning (ML) has enabled
computing platforms to solve highly complex difficult problems in computer vision, robotics …

Region-of-interest based video coding strategy for rate/energy-constrained smart surveillance systems using WMSNs

A Aliouat, N Kouadria, M Maimour, S Harize… - Ad Hoc Networks, 2023 - Elsevier
Video surveillance systems that involve embedded visual sensor nodes have significant
constraints due to their limited energy sources. Reducing the power consumption of the in …

Moving-object detection from consecutive stereo pairs using slanted plane smoothing

L Chen, L Fan, G **e, K Huang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Detecting moving objects is of great importance for autonomous unmanned vehicle systems,
and a challenging task especially in complex dynamic environments. This paper proposes a …

An efficient low complexity region-of-interest detection for video coding in wireless visual surveillance

A Aliouat, N Kouadria, S Harize, M Maimour - IEEE Access, 2023 - ieeexplore.ieee.org
Moving object detection (MOD) has become a popular topic in video analysis due to its use
in several applications, including video coding in wireless surveillance. However …

Edge-cloud collaborative processing for intelligent internet of things: A case study on smart surveillance

BA Mudassar, JH Ko, S Mukhopadhyay - Proceedings of the 55th …, 2018 - dl.acm.org
Limited processing power and memory prevent realization of state of the art algorithms on
the edge level. Offloading computations to the cloud comes with tradeoffs as compression …

EVBS-CAT: enhanced video background subtraction with a controlled adaptive threshold for constrained wireless video surveillance

A Aliouat, N Kouadria, M Maimour, S Harize - Journal of Real-Time Image …, 2024 - Springer
Moving object detection (MOD) has gained significant attention for its application in
advanced video surveillance tasks. Region-of-Interest (ROI) detection algorithms are …

Data sharing in secure multimedia wireless sensor networks

M Usman, MA Jan, X He… - 2016 IEEE Trustcom …, 2016 - ieeexplore.ieee.org
The use of Multimedia Wireless Sensor Networks (MWSNs) is becoming common nowadays
with a rapid growth in communication facilities. Similar to any other WSNs, these networks …

NS-MD: near-sensor motion detection with energy harvesting image sensor for always-on visual perception

M Nazhamaiti, H Xu, Z Liu, Y Chen… - … on Circuits and …, 2021 - ieeexplore.ieee.org
With the rapid development of Internet-of-Things (IoT), self-powered visual perception
systems attract lots of attention. This brief presents a near-sensor motion detection …

Camel: An adaptive camera with embedded machine learning-based sensor parameter control

BA Mudassar, P Saha, Y Long, MF Amir… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Today's cameras are designed to approximate what they observe in a manner that
preserves entropy. However, time critical autonomous applications such as autonomous …

Region-of-interest based video coding strategy for low bitrate surveillance systems

A Aliouat, N Kouadria, M Maimour… - 2022 19th International …, 2022 - ieeexplore.ieee.org
In this work, we propose a fast and efficient Region-of-Interest based video coding strategy
for surveillance systems involving low bitrate. The proposed algorithm is based on a …