Adaptive optimization methods for deep learning adjust the inference task to the current circumstances at runtime to improve the resource footprint while maintaining the model's …
X Yue, H Li, M Shimizu, S Kawamura, L Meng - Machines, 2022 - mdpi.com
Due to the workforce shortage caused by the declining birth rate and aging population, robotics is one of the solutions to replace humans and overcome this urgent problem. This …
H Wang, Q Li, H Sun, Z Chen, Y Hao… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Edge-cloud collaborative video analytics is transforming the way data is being handled, processed, and transmitted from the ever-growing number of surveillance cameras around …
With the development of smart cities, video surveillance has become more prevalent in urban areas. The rapid growth of data brings challenges to video processing and analysis …
Z Xu, J Li, M Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
Video monitoring is an important means to ensure production safety in coal mine. However, the currently intelligent video surveillance is difficult to respond in real-time due to the …
Video surveillance system is playing an inevitable role in monitoring the world in uncountable and unimaginable aspects. There are numerous systems has been adopted to …
A Zhu, S Zhang, X Shi, K Cheng… - IEEE INFOCOM 2024 …, 2024 - ieeexplore.ieee.org
Video Analytics Pipeline (VAP) usually relies on traditional codecs to stream video content from clients to servers. However, such analytics-agnostic codecs preserve considerable …
R Xu, S Razavi, R Zheng - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
Video, as a key driver in the global explosion of digital information, can create tremendous benefits for human society. Governments and enterprises are deploying innumerable …
Y Wang, H Xu, D Luo - Proceedings of the 31st ACM International …, 2023 - dl.acm.org
Video summarization is a critical task in video analysis that aims to create a brief yet informative summary of the original video (ie, a set of keyframes) while retaining its primary …