Argus: Enabling Cross-Camera Collaboration for Video Analytics on Distributed Smart Cameras

J Yi, UG Acer, F Kawsar, C Min - IEEE Transactions on Mobile …, 2024 - ieeexplore.ieee.org
Overlap** cameras offer exciting opportunities to view a scene from different angles,
allowing for more advanced, comprehensive and robust analysis. However, existing video …

Low-Energy On-Device Personalization for MCUs

Y Huang, R Aloufi, X Cadet, Y Zhao… - 2024 IEEE/ACM …, 2024 - ieeexplore.ieee.org
Microcontroller Units (MCUs) are ideal platforms for edge applications due to their low cost
and energy consumption, and are widely used in various applications, including …

Enabling Cross-Camera Collaboration for Video Analytics on Distributed Smart Cameras

C Min, J Yi, UG Acer, F Kawsar - ar** cameras offer exciting opportunities to view a scene from different angles,
allowing for more advanced, comprehensive and robust analysis. However, existing visual …

An AI-Native Runtime for Multi-Wearable Environments

C Min, UG Acer, SY Jang, S Choi, DA Vasile… - arxiv preprint arxiv …, 2024 - arxiv.org
The miniaturization of AI accelerators is paving the way for next-generation wearable
applications within wearable technologies. We introduce Mojito, an AI-native runtime with …

Emerging Paradigms in Wearable Security: Adaptable and Secure Sandboxing for On-the-Fly Collaboration Among Wearables

DA Vasilehttps, F Kawsarhttps… - IEEE Security & …, 2024 - ieeexplore.ieee.org
We propose a novel security protocol for on-the-fly collaboration among wearables,
addressing significant security challenges, such as data exposure and false information …

Thermal Characterization of AI Applications on AI Accelerators-equipped Microcontrollers

SY Jang, F Kawsar, C Min - Proceedings of the Workshop on Body …, 2024 - dl.acm.org
We investigate the thermal characteristics of tiny ML devices with AI accelerators, to
understand the thermal impact on wearable devices. We identify the unique characteristics …