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Topic Review
The Dichotomy of Neural Networks and Cryptography
Neural networks and cryptographic schemes have come together in war and peace; a cross-impact that forms a dichotomy deserving a comprehensive review study. Neural networks can be used against cryptosystems; they can play roles in cryptanalysis and attacks against encryption algorithms and encrypted data. This side of the dichotomy can be interpreted as a war declared by neural networks. On the other hand, neural networks and cryptographic algorithms can mutually support each other. Neural networks can help improve the performance and the security of cryptosystems, and encryption techniques can support the confidentiality of neural networks. The latter side of the dichotomy can be referred to as the peace. 
  • 659
  • 07 Jul 2022
Topic Review
Marker-Controlled Watershed for Segmentation of Images
Watershed is a widely used image segmentation algorithm. A grayscale image is considered as topographic relief, which is flooded from initial basins. However, frequently they are not aware of the options of the algorithm and the peculiarities of its realizations. There are many watershed implementations in software packages and products. Even if these packages are based on the identical algorithm–watershed by flooding, their outcomes, processing speed, and consumed memory, vary greatly.
  • 1.6K
  • 07 Jul 2022
Topic Review
Learning Architectures of Deep Vision Multimodal Learning
Deep vision multimodal learning aims at combining deep visual representation learning with other modalities, such as text, sound, and data collected from other sensors. With the fast development of deep learning, vision multimodal learning has gained much interest from the community. The construction of a learning architecture and framework is the core technology of deep multimodal learning. The design of feature extraction, modality aggregation, and multimodal loss function will be discussed.
  • 514
  • 06 Jul 2022
Topic Review
Learning Paradigms
Learning paradigms are more like methodologies that guide problem solving. In addition to the most widely used supervised learning paradigm, other learning paradigms are also employed in the multimodal field, such as semi-supervised learning, self-supervised learning, and transfer learning. 
  • 2.0K
  • 06 Jul 2022
Topic Review
Wavelet Threshold Denoising Algorithm
The denoising performance is affected by several factors, including wavelet basis function, decomposition level, thresholding method, and the threshold selection criteria. Traditional threshold selection rules rely on statistical and empirical variables, which influence their performance in noise reduction under various conditions. 
  • 464
  • 06 Jul 2022
Topic Review
Integrated Digital Transformation System Framework
Digital transformation is the profound transformation of business and organizational activities, processes, competencies, and models to fully leverage the changes and opportunities of a mix of digital technologies and their accelerating impact across societies in a strategic and prioritized way, with present and future shifts in mind. For instance, an attempt was made to evaluate the present and future research trends in the digitalization of business model innovation.
  • 1.1K
  • 05 Jul 2022
Topic Review
A Smarter Health through Internet of Surgical Things
To systematically study the technological advances in a particular sector, attributed to the utilization of the Internet, the term “Internet of Things” (IoT) was introduced. The present systematic review, aims to present and analyze the modern applications of the IoT within the surgical world. While not strictly defined, IoT describes a network of Internet-based connected things equipped with (embedded) sensing and actuating devices, with data production, processing, and consumption abilities. The utilization of the Internet and IoT in medical practice can take many shapes and forms. Ranging from the awe-inspiring telesurgical procedures to complex AI machine learning applications that aid in medical decision making , to a simple email containing a preoperative CT scan, the Internet of Surgical Things (IoST) is here to stay. 
  • 1.2K
  • 04 Jul 2022
Topic Review
Advanced Security Framework for Internet of Things
Due to the massive accessibility and interconnection of IoT devices, systems are at risk of being exploited by hackers. Therefore, there is a need to find an advanced security framework that covers data security, data confidentiality, and data integrity issues. 
  • 648
  • 04 Jul 2022
Topic Review
Traditional Visual Simultaneous Localization and Mapping
Simultaneous Localization and Mapping (SLAM) was first applied in the field of robotics. Its goal is to build a real-time map of the surrounding environment based on sensor data without any prior knowledge, and at the same time predict its own location based on the map. SLAM has attracted extensive attention from many researchers since it was first proposed in 1986 and is now a necessary capability for autonomous mobile robots.
  • 1.2K
  • 04 Jul 2022
Topic Review
Traffic Load Distribution Fairness in Mobile Social Networks
Mobile social networks suffer from an unbalanced traffic load distribution due to the heterogeneity in mobility of nodes (humans) in the network. A few nodes in these networks are highly mobile, and the proposed social-based routing algorithms are likely to choose these most “social” nodes as the best message relays.
  • 340
  • 04 Jul 2022
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