Withthe development of Generative AI technologies, video style transfer has become a popular extra challenge of style transfer. Compared to traditional images style transfer tasks, video tasks bring new challenges in...
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Signature verification plays an important role in document authentication. the efficient and robust system is required for forgery detection in documents in the presence of distortion such as rotation, scaling and noi...
Signature verification plays an important role in document authentication. the efficient and robust system is required for forgery detection in documents in the presence of distortion such as rotation, scaling and noise. this paper proposes a writer-dependent signature verification method, where hand-crafted features are fused with one-dimensional convolutional neural network features to cater different variance in the whole verification process. Proposed feature extraction methodology is validated by bagged ensemble learning technique in which machine learning classifier’s decision is finalized based on majority voting. the effectiveness of the proposed signature verification approach has been evaluated across three distinct publicly accessible datasets. the outcomes highlight the versatility of this method. Moreover, the proposed system surpasses the performance of other pre-existing systems documented in the literature.
the advancements in information technology and computer-aided design have paved the way for virtual modeling and exploration of real-life objects. In the realm of CAD systems, there are subgroups of specialized softwa...
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ISBN:
(数字)9798350372878
ISBN:
(纸本)9798350372885
the advancements in information technology and computer-aided design have paved the way for virtual modeling and exploration of real-life objects. In the realm of CAD systems, there are subgroups of specialized software (CADCAM- CAE systems) that are designed to accomplish specific object-oriented tasks. Such software is primarily used for mathematical computations, analytic studies of schematic technical objects, and 2D and 3D systems for engineering design practices.
One of the most critical factors in SDN networks is the controller placement. the controller's location determines the network delay. Reduction in network latency can help to scale the network effectively. A Fuzzy...
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Withthe rapid development of deep learning, a variety of neural network models emerge in endlessly, which leads to a huge demand for computing resources. For the intensive numerical computation of neural networks, va...
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Forests are crucially important to maintaining ecological balance and providing all essential life services. Still, the constant protection against illegal, destructive exploitation is a difficult challenge that many ...
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ISBN:
(纸本)9798350383522
Forests are crucially important to maintaining ecological balance and providing all essential life services. Still, the constant protection against illegal, destructive exploitation is a difficult challenge that many people do not think about. - To address this issue, a new camera-based access control system for entry and exit to the protected forest areas that minimizes the number of people with insider knowledge is used for. Unauthorized access to sensitive or restricted areas is eliminated. - In an increasingly vulnerable world where greedy exploitation and human invaders abound, it has now become an urgent need to look after forests. To protect protected forest areas against such threats as loss of habitat, illegal logging, and poaching and the damage done to ecosystems (once their borders are crossed), one must rely on stringent security measures. - Traditional forest preservation strategies lack comprehensive monitoring and access control. But that's why security and refurbishment of forests are such pressing issues now-and why this project is so vital. - Our system aspires to provide real-time surveillance, access control, and automated alerts if any unauthorized human activity occurs within protected forest areas;for this we need cutting edge hardware and software technologies. the main goal is to create a secure, reliable, efficient access control system for protected forest areas, which presents special problems. - the System will use a camera and software on the basis of the ESP32 to capture and analyze images for identity verification. Unauthorized individuals trying to gain entry will trigger an alert for subsequent investigation or logging. - the study of the camera-based access control system covers the design, installation and testing as well as its operation. this includes hardware/software components and system architecture, which integrates withthe Blynk cloud-based server to provide data storage and analytics. - Emphasis: there should be a conce
Nowadays Internet of things (IoT) and Machine Learning (ML) are growing fields. One application of these two fields is object detection, which detects semantic objects using digital images and videos of classes like h...
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Due to the explosively increasing number of mobile users and the new types of data demands in the fifth generation (5G) mobile wireless network, research in wireless networks has shifted toward the development of the ...
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Cloud is a vast and ever-growing technology in the world which is primarily used for data sharing and resource sharing purposes. By benefitting this technology there are many service providers who are providing SAAS a...
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Falls have become the second leading cause of unintentional injury death in the elderly. Timely detection of falls in the elderly can avoid greater injuries. therefore, it is increasingly important to study fall detec...
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