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Heterogeneous integration for artificial intelligence: Challenges and opportunities
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 …
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
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 …
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
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 …
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
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 …
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
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 …
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
Moving object detection (MOD) has gained significant attention for its application in
advanced video surveillance tasks. Region-of-Interest (ROI) detection algorithms are …
advanced video surveillance tasks. Region-of-Interest (ROI) detection algorithms are …
Data sharing in secure multimedia wireless sensor networks
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 …
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
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 …
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
Today's cameras are designed to approximate what they observe in a manner that
preserves entropy. However, time critical autonomous applications such as autonomous …
preserves entropy. However, time critical autonomous applications such as autonomous …
Region-of-interest based video coding strategy for low bitrate surveillance systems
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 …
for surveillance systems involving low bitrate. The proposed algorithm is based on a …