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Listar por autor "Muhammad, Khan"

Mostrando ítems 1-9 de 9

A comprehensive survey of multi-view video summarization

Hussain, Tanveer; Muhammad, Khan; Ding, Weiping; Lloret, Jaime; Baik, Sung Wook; de Albuquerque, Victor Hugo C. (Elsevier, 2021-01)

[EN] There has been an exponential growth in the amount of visual data on a daily basis acquired from single or multi-view surveillance camera networks. This massive amount of data requires efficient mechanisms such as ...
An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks

Han, Tao; Muhammad, Khan; Hussain, Tanveer; Lloret, Jaime; Baik, Sung Wook (Institute of Electrical and Electronics Engineers, 2021-03-01)

[EN] Green energy management is an economical solution for better energy usage, but the employed literature lacks focusing on the potentials of edge intelligence in controllable Internet of Things (IoT). Therefore, in this ...
Deep Learning for Safe Autonomous Driving: Current Challenges and Future Directions

Muhammad, Khan; Ullah, Amin; Lloret, Jaime; Del Ser, Javier; de Albuquerque, Victor Hugo C. (Institute of Electrical and Electronics Engineers, 2021-07)

[EN] Advances in information and signal processing technologies have a significant impact on autonomous driving (AD), improving driving safety while minimizing the efforts of human drivers with the help of advanced artificial ...
Efficient Fire Segmentation for Internet-of-Things-Assisted Intelligent Transportation Systems

Muhammad, Khan; Ullah, Hayat; Khan, Salman; Hijji, Mohammad; Lloret, Jaime (Institute of Electrical and Electronics Engineers, 2023-11)

[EN] Rapid developments in deep learning (DL) and the Internet-of-Things (IoT) have enabled vision-based systems to efficiently detect fires at their early stage and avoid massive disasters. Implementing such IoT-driven ...
Elastic and cost-effective data carrier architecture for smart contract in blockchain

Liu, Xiaolong; Muhammad, Khan; Lloret, Jaime; Chen, Yu-Wen; Yuan, Shyan-Ming (Elsevier, 2019-11)

[EN] Smart contract, which could help developer deploy decentralized and secure blockchain application, is one of the most promising technologies for modern Internet of things (IoT) ecosystem today. However, Ethereum smart ...
Fog computing enabled cost-effective distributed summarization of surveillance videos for smart cities

Nasir, Mansoor; Muhammad, Khan; Lloret, Jaime; Sangaiah, Arun Kumar; Sajjad, Muhammad (Elsevier, 2019-04)

[EN] Fog computing is emerging an attractive paradigm for both academics and industry alike. Fog computing holds potential for new breeds of services and user experience. However, Fog computing is still nascent and requires ...
Intelligent and Energy-Efficient Data Prioritization in Green Smart Cities: Current Challenges and Future Directions

Muhammad, Khan; Lloret, Jaime; Baik, Sung Wook (Institute of Electrical and Electronics Engineers, 2019-02-21)

[EN] The excessive use of digital devices such as cameras and smartphones in smart cities has produced huge data repositories that require automatic tools for efficient browsing, searching, and management. Data prioritization ...
Robust Image Hashing Based Efficient Authentication for Smart Industrial Environment

Sajjad, Muhammad; Ul Haq, Ijaz; Lloret, Jaime; Ding, Weiping; Muhammad, Khan (Institute of Electrical and Electronics Engineers, 2019-12)

[EN] Due to large volume and high variability of editing tools, protecting multimedia contents, and ensuring their privacy and authenticity has become an increasingly important issue in cyber-physical security of industrial ...
Secure Surveillance Framework for IoT Systems Using Probabilistic Image Encryption

Muhammad, Khan; Hamza, Rafik; Ahmad, Jamil; Lloret, Jaime; Wang, Haoxiang; Baik, Sung Wook (Institute of Electrical and Electronics Engineers, 2018-08)

[EN] This paper proposes a secure surveillance framework for Internet of things (IoT) systems by intelligent integration of video summarization and image encryption. First, an efficient video summarization method is used ...