Smart City Gnosys
Smart city article details
| Title | Face Recognition: Challenges And Issues In Smart City/Environments |
|---|---|
| ID_Doc | 25985 |
| Authors | Praveen G.B.; Dakala J. |
| Year | 2020 |
| Published | 2020 International Conference on COMmunication Systems and NETworkS, COMSNETS 2020 |
| DOI | http://dx.doi.org/10.1109/COMSNETS48256.2020.9027290 |
| Abstract | Smart city challenges, like increased traffic, risk to public safety, effective law enforcement and the smart environment challenges on improving personalized services such as health care and home environment need person identification. Face recognition has proved to be useful and amicable bio-metric for smart city and smart environment challenges. In this paper, we review the use cases pertaining to smart city and smart environment leading to use case specific requirements on Face recognition. We describe the open challenges in anti-spoofing and standardization to make face recognition a fool proof system. For applications with demand for low power, we show that with proper considerations on training data, cost function, and model architecture we could build a low-complex CNN model with reasonable accuracy (91.4% on LFW data set). © 2020 IEEE. |
| Author Keywords | Face recognition; smart city; smart environment; smart interaction |
Similar Articles
| Id | Similarity | Authors | Title | Published |
|---|---|---|---|---|
19193  | 0.879 | Daya Sagar K.V.; Kamesh D.B.K.; Srinivasa Rao T.; Krishna C.V.M. | Detecting Fake Faces In Smart Cities Security Surveillance Using Image Recognition And Convolutional Neural Networks | ECS Transactions, 107, 1 (2022) |
| 19061 | 0.856 | Okokpujie K.; Okokpujie I.P.; Subair R.E.; Simonyan E.O.; Akingunsoye A.V. | Designing An Adaptive Age-Invariant Face Recognition System For Enhanced Security In Smart Urban Environments | Ingenierie des Systemes d'Information, 28, 4 (2023) |
| 22748 | 0.855 | Khan M.M.; Ilyas M.U.; Saleem S.; Alowibdi J.S.; Alkatheiri M.S. | Emerging Computer Vision Based Machine Learning Issues For Smart Cities | Springer Proceedings in Complexity (2019) |
| 7626 | 0.854 | Llaurado-Fons J.M.; Martinez A.; Pujol-López F.A.; Mora H. | An Architecture For Human Action Recognition In Smart Cities Video Surveillance Systems | Springer Proceedings in Complexity (2021) |
| 8511 | 0.853 | Rajendran S.; Sundarapandi A.M.S.; Krishnamurthy A.; Thanarajan T. | An Intelligent Face Recognition Technology For Iot-Based Smart City Application Using Condition-Cnn With Foraging Learning Pso Model | International Journal of Pattern Recognition and Artificial Intelligence, 36, 14 (2022) |