Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook

X Zou, Y Yan, X Hao, Y Hu, H Wen, E Liu, J Zhang… - Information …, 2025 - Elsevier
As cities continue to burgeon, Urban Computing emerges as a pivotal discipline for
sustainable development by harnessing the power of cross-domain data fusion from diverse …

[图书][B] Multimodal analysis of user-generated multimedia content

R Shah, R Zimmermann - 2017 - Springer
The amount of user-generated multimedia content (UGC) has increased rapidly in recent
years due to the ubiquitous availability of smartphones, digital cameras, and affordable …

Frequency-reconfigurable cloud versus fog computing: An energy-efficiency aspect

S Hou, W Ni, S Zhao, B Cheng… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Cloud and fog computing are two emerging Internet-based collaborative technologies for big
data analytics. An interesting question arising is whether the two technologies can resonate …

Fine-grained online energy management of edge data centers using per-core power gating and dynamic voltage and frequency scaling

S Hou, W Ni, K Zhao, B Cheng, S Zhao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
It is important to minimize the energy consumption of large-scale, geographically distributed
edge data centers (EDCs). While modern processing units (PUs) have energy-saving …

Urban object detection kit: A system for collection and analysis of street-level imagery

M Sukel, S Rudinac, M Worring - Proceedings of the 2020 International …, 2020 - dl.acm.org
In this paper, we propose Urban Object Detection Kit, a system for the real-time collection
and analysis of street-level imagery. The system is affordable and portable and allows local …

Hybrid indexes for spatial-visual search

A Alfarrarjeh, C Shahabi, SH Kim - … of the on Thematic Workshops of …, 2017 - dl.acm.org
Due to the growth of geo-tagged images, recent web and mobile applications provide
search capabilities for images that are similar to a given query image and simultaneously …

A class of R*-tree indexes for spatial-visual search of geo-tagged street images

A Alfarrarjeh, SH Kim, V Hegde… - 2020 IEEE 36th …, 2020 - ieeexplore.ieee.org
Due to the prevalence of GPS-equipped cameras (eg, smartphones and surveillance
cameras), massive amounts of geo-tagged images capturing urban streets are increasingly …

Eagle eye CBVR based on unique key frame extraction and deep belief neural network

T Prathiba, RSS Kumari - Wireless Personal Communications, 2021 - Springer
Great efforts have been paid to develop Content Based Video Retrieval (CBVR) due to the
exponential growth of video datasets with several types of data such as visual, audio and …

Spatial coverage measurement of geo-tagged visual data: A database approach

A Alfarrarjeh, SH Kim, A Deshmukh… - 2018 IEEE Fourth …, 2018 - ieeexplore.ieee.org
Due to the popularity of GPS-equipped cameras such as smartphones, geo-tagged image
datasets are widely available and they became a good source to record every corner of …

TVDP: Translational visual data platform for smart cities

SH Kim, A Alfarrarjeh, G Constantinou… - 2019 IEEE 35th …, 2019 - ieeexplore.ieee.org
This paper proposes a platform, dubbed" Translational Visual Data Platform (TVDP)", to
collect, manage, analyze urban visual data which enables participating community members …