Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021)

The Convergence of Deep Learning and Computer Vision: Smart City Applications and Research Challenges

Authors
Deep Kothadiya, Aayushi Chaudhari, Ruchita Macwan, Krishna Patel, Chintan Bhatt
Corresponding Author
Chintan Bhatt
Available Online 13 September 2021.
DOI
https://doi.org/10.2991/ahis.k.210913.003How to use a DOI?
Keywords
Agriculture, Computer Vision, Deep Learning, Healthcare, Smart City, Transportation, Video Surveillance
Abstract

In recent years, deep learning strategies started to outshine traditional machine learning methods in a few fields, with Computer Vision being one of the most noticeable ones. The Computer Vision is becoming more suitable nowadays at identifying patterns from images than the human visual cognitive system. It ranges from raw information recording to methods and ideas that span digital image processing, machine learning, and computer graphics. The wide utilization of Computer Vision has attracted many researchers to incorporate their ideas with different fields and disciplines. The era of smart cities has emerged to meet the recent demands of citizens using information and communication technology. This paper reviews research efforts that utilize Deep Learning Frameworks and Computer Vision Applications in support of smart city applications like smart healthcare, smart transportation, smart agriculture, etc. Furthermore, the paper identified key research challenges that emanate from the use of deep learning and computer vision in support of smart city services.

Copyright
© 2021, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021)
Series
Atlantis Highlights in Computer Sciences
Publication Date
13 September 2021
ISBN
978-94-6239-428-5
ISSN
2589-4900
DOI
https://doi.org/10.2991/ahis.k.210913.003How to use a DOI?
Copyright
© 2021, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Deep Kothadiya
AU  - Aayushi Chaudhari
AU  - Ruchita Macwan
AU  - Krishna Patel
AU  - Chintan Bhatt
PY  - 2021
DA  - 2021/09/13
TI  - The Convergence of Deep Learning and Computer Vision: Smart City Applications and Research Challenges
BT  - Proceedings of the 3rd International Conference on Integrated Intelligent Computing Communication & Security (ICIIC 2021)
PB  - Atlantis Press
SP  - 14
EP  - 22
SN  - 2589-4900
UR  - https://doi.org/10.2991/ahis.k.210913.003
DO  - https://doi.org/10.2991/ahis.k.210913.003
ID  - Kothadiya2021
ER  -