A machine vision based inspection robot system is designed in this paper to address the issues of high cost and difficulty in ensuring detection accuracy in traditional manual pumped storage station crack and seepage ...
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In the cloud-side aggregated computing scenario, the base stations, routers and gateways deployed by edge servers are publicly accessible infrastructures, whose security is not guaranteed, and users' private data ...
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The weak electromagnetic spectrum signal drowned in the noise is difficult to be detected and identified. To solve this problem, the frequency-domain superposition algorithm and the power-entropy algorithm are propose...
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Advanced Driver Assistant Systems (ADAS) have seen massive improvements in recent years;from detecting pedestrians, road lanes, traffic signs and signals, and vehicles to recognizing and tracking traffic signs. Traffi...
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ISBN:
(纸本)9781450371605
Advanced Driver Assistant Systems (ADAS) have seen massive improvements in recent years;from detecting pedestrians, road lanes, traffic signs and signals, and vehicles to recognizing and tracking traffic signs. Traffic sign recognition systems are used to detect and classify the traffic signs. This research is focused on the classification aspect of the ADAS;i.e. identifying the class a traffic sign belongs to. Most of the current ADAS that use the U.S. traffic signs are limited to speed limit signs recognition only. This work seeks to expand the corridors of U.S. traffic signs recognition to cover all the publicly available classes. The research adopts the VGGNet architecture modified to classify U.S. traffic signs provided by the LISA TS benchmark. The original VGGNet was used to classify The German Traffic Sign Recognition Benchmark and reported an accuracy of 98.7%. This work recorded a validation accuracy of 99.04%.
This research paper presents a comprehensive review of key aspects related to DC microgrids, drawing insights from multiple scholarly sources. It encompasses sensitivity analysis of conversion losses, control strategi...
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Interacting with an image in the form of dialog is one of the challenging applications of the vision-language model. Image question answering allows us to interact with an image in form of question and answer. Ask any...
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The existing access control environment relies on the server to solve security problems. The current environment has spawned the need for light-weight access control by clients, which have a resource limited environme...
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This paper describes the simulation results of an Induction Motor Speed control based on Fuzzy Logic Theory. Voltage Impress control technique has been applied to medium power Induction Motor. An automatic approach to...
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This paper describes the simulation results of an Induction Motor Speed control based on Fuzzy Logic Theory. Voltage Impress control technique has been applied to medium power Induction Motor. An automatic approach to extract control rules allowS us to reduce the design time. computer simulations have been carried out in order to test the performances of the whole control system. Then a hardware implementation of the Fuzzy controller is proposed by means of a dedicated Fuzzy Processor: WARP (Weight Associative Rule Processor).
In this paper, we introduce a new reliable method of stereoscopic Video Streaming based on multiple description coding strategy. The proposed multiple description coding generates 3D video descriptions considering int...
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ISBN:
(纸本)9789897583063
In this paper, we introduce a new reliable method of stereoscopic Video Streaming based on multiple description coding strategy. The proposed multiple description coding generates 3D video descriptions considering interesting objects contained in its scene. To be able to find interesting objects in the scene, we use two metrics from the second order statistics of the depth map image in a block-wise manner. Having detected the objects, the proposed multiple description coding algorithm generates the 3D video descriptions for the color video using a non-identical decimation method with respect to the identified objects. The objective test results verify the fact that the proposed method provides an improved performance than that provided by the polyphase subsampling multiple description coding and our previous work using pixel variation.
This paper proposes an improved algorithm of STC for deleting duplicated web pages based on repeated strings. The main method of the algorithm is to extract repeated character strings. The repeated strings are used as...
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