[HTML][HTML] Deep neural networks in the cloud: Review, applications, challenges and research directions
Deep neural networks (DNNs) are currently being deployed as machine learning technology
in a wide range of important real-world applications. DNNs consist of a huge number of …
in a wide range of important real-world applications. DNNs consist of a huge number of …
Image encryption based on a combination of multiple chaotic maps
MT Elkandoz, W Alexan - Multimedia Tools and Applications, 2022 - Springer
Recent years have seen a rapid evolution of digital communications and an immense use of
image transmissions over unsecured links. More specifically, some domains require the …
image transmissions over unsecured links. More specifically, some domains require the …
Efficient deep CNN-based fire detection and localization in video surveillance applications
K Muhammad, J Ahmad, Z Lv… - … on Systems, Man …, 2018 - ieeexplore.ieee.org
Convolutional neural networks (CNNs) have yielded state-of-the-art performance in image
classification and other computer vision tasks. Their application in fire detection systems will …
classification and other computer vision tasks. Their application in fire detection systems will …
Vision-based personalized wireless capsule endoscopy for smart healthcare: taxonomy, literature review, opportunities and challenges
Abstract Wireless Capsule Endoscopy (WCE) is a patient-friendly approach for digestive
tract monitoring to support medical experts towards identifying any anomaly inside human's …
tract monitoring to support medical experts towards identifying any anomaly inside human's …
Secure surveillance framework for IoT systems using probabilistic image encryption
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 …
intelligent integration of video summarization and image encryption. First, an efficient video …
Secure and robust fragile watermarking scheme for medical images
Due to the advances in computer-based communication and health services over the past
decade, the need for image security becomes urgent to address the requirements of both …
decade, the need for image security becomes urgent to address the requirements of both …
A privacy-preserving cryptosystem for IoT E-healthcare
Privacy preservation has become a prerequisite for modern applications in the cloud, social
media, Internet of things (IoT), and E-healthcare systems. In general, health and medical …
media, Internet of things (IoT), and E-healthcare systems. In general, health and medical …
Hash based encryption for keyframes of diagnostic hysteroscopy
In this paper, we address the problem of confidentiality of keyframes, which are extracted
from diagnostic hysteroscopy data using video summarization. We propose an image color …
from diagnostic hysteroscopy data using video summarization. We propose an image color …
Efficient CNN based summarization of surveillance videos for resource-constrained devices
The widespread usage of surveillance cameras in smart cities has resulted in a gigantic
volume of video data whose indexing, retrieval and management is a challenging issue …
volume of video data whose indexing, retrieval and management is a challenging issue …
Mobile cloud computing based stroke healthcare system
Abstract Information technology has recently seen a huge progress in innovative healthcare
technologies that rendered healthcare data bigger. Connectivity on 7/24 basis between …
technologies that rendered healthcare data bigger. Connectivity on 7/24 basis between …