The article deals with the issues of primary imageprocessing in computer vision-based systems. The main approaches to solving the problems of image enhancement and restoration, including using wavelet transformations...
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images can now be easily modified due to advances in digital imageprocessing. image forgery is the process of manipulating or changing a digital image in order to conceal vital information. Nowadays, as technology ad...
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Many video surveillance systems (VSS) have been already developed for various application domains. Such systems are based on well-elaborated recognition algorithms of Artificial Intelligence (AI) and implemented as Am...
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ISBN:
(数字)9789526924489
ISBN:
(纸本)9789526924489
Many video surveillance systems (VSS) have been already developed for various application domains. Such systems are based on well-elaborated recognition algorithms of Artificial Intelligence (AI) and implemented as Ambient Intelligence (AmI) services in Internet of Things (IoT) environments. In particular, algorithms support such smart VSS functions of video data processing as human detection, human identification, object location within an image, human activity recognition. Many software tools have been developed to implement various recognition algorithms for VSS development. In this paper, we consider the following VSS development problems: a) a generic model of events in video data for a given problem domain, b) a hardware-software architecture for data processing with existing recognition algorithms, and c) a model to construct a required smart VSS function using existing software tools. We introduce our event-oriented approach to solve the above VSS development problems. The approach is experienced in several use cases. Our experimental study shows the applicability of the proposed approach in terms of the accuracy and performance.
As part of solving a set of computer vision problems when analyzing video streams, a fairly popular task is to effectively stop the process of identifying scenes or objects. Arresters are one of the main problems in s...
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Pneumonia is a severe and fatal disease caused by viral or bacterial sepsis in human lungs. Early detection of pneumonia is critical for successful treatment. Deep learning algorithms that use many layers to interpret...
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Hybrid Meta-heuristic Color image Watermarking (HMHCIW) algorithm is used to enhance the protection and authentication of digital color photographs. Traditional methods have primarily focused on grayscale images, but ...
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Glaucoma is one of the leading causes of vision loss worldwide. Glaucoma cannot be cured in its advance stages. So, early detection of disease has become an important factor in the medical field. Numerous studies quic...
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In the field of biometric security, the quality assessment of fingerprint images is paramount for boosting the accuracy of fingerprint recognition systems. These systems are fundamental for the secure and efficient au...
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Digital and augmented truth has increased in recent years, with several packages in various industries. Gaming is one such industry that has benefitted significantly from those technologies, supplying customers with a...
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The proceedings contain 124 papers. The topics discussed include: a novel approach to control a DC-DC converter using its empirical physical model;optimizing medical image analysis: leveraging efficient hardware and A...
ISBN:
(纸本)9798350384406
The proceedings contain 124 papers. The topics discussed include: a novel approach to control a DC-DC converter using its empirical physical model;optimizing medical image analysis: leveraging efficient hardware and AI algorithms;DFT static verification using early RTL exploration and debug for mobile SoC and edge AI applications;reconfigurable processing-in-memory architecture for data intensive applications;parallel-series diode-based ring amplifier for switched capacitor circuits;enhancing output corruption through GSHE switch based logic encryption;on managing test-time, power, and layer assignment in 3D socs with built-in-self-repair modules;a compact low-power 29 Gb/s pseudo random quaternary sequence generator in 65 nm CMOS;and CAD tools pathway in hardware security.
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