Withthe development and maturity of deep learning algorithms, CNN have emerged in the field of computer *** recognition is one of the important research directions in the field of computer *** traditional image recog...
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ISBN:
(数字)9781728105109
ISBN:
(纸本)9781728105109
Withthe development and maturity of deep learning algorithms, CNN have emerged in the field of computer *** recognition is one of the important research directions in the field of computer *** traditional image recognition method is to extract features by constructing feature descriptors and then classify them by classifiers, such as gradient direction histogram and support vector *** methods generally have the problems of poor robustness and insufficient ability to extract features in complex application *** the same time, convolutional neural network has not been well applied in image recognition due to its large amount of computation and slow *** the development of CPU, the parallel computing capability has been greatly *** paper designs a GPU acceleration methodfor the driver's seatbelt detection system based on CNN. the system is based on the Deconv-SSL) target detection algorithm for vehicle detection, the Squeeze-YOLD algorithm for vehicle front windshield location, and the semantic segmentation for seat belt detection. Based on the characteristics of CPU, through the off-line merging bath normlization and convolution layer, Tensorrt model conversion technology to realize the GPU optimization speed. the results show that the proposed acceleration method can effectively improve the detection efficiency.
the sensitive structures of certain devices containing micro-electromechanical system (MEMS) must be directly exposed to the working environment, making them vulnerable to contamination by dust and other pollutants in...
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the paper describes a pilot study of perceptual interactions among visual, vestibular, and tactile stimulations for enhancing the sense of presence and naturalness for ultra-realistic sensations. In this study, we foc...
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there is an ever-increasing amount of digital content being generated that needs to be well-organised, preserved and made accessible. the majority of generic repository software tools that currently exist are, arguabl...
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In this paper, it proposes a new energy-efficient, reliable topological clustering algorithm (ERCTNA), which analysis the reliability of wireless sensor networks at the present stage factors and improve the original L...
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In this paper, it proposes a new energy-efficient, reliable topological clustering algorithm (ERCTNA), which analysis the reliability of wireless sensor networks at the present stage factors and improve the original LEACH protocol. ERCTNA algorithm can balance the cluster head of energy load and increase the reliability of the network topology through setting up auxiliary cluster head node and optimizing information transfer mode. this model improves the traditional long-distance communication in wireless sensor networks to bring the energy of the excessive wear and tear issues, effectively extending the life cycle of the entire network to improve the reliability of wireless sensor networks.
Context. Development of safety-critical systems is mostly governed by process-heavy paradigms, while increasing demands on flexibility and agility also reach this domain. Objectives. We wanted to explore in more detai...
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this paper addresses a need to increase competitiveness in design chains. designers are focusing their efforts in the reduction of a number of factors: product development time, engineering change costs, and pilot run...
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this paper addresses a need to increase competitiveness in design chains. designers are focusing their efforts in the reduction of a number of factors: product development time, engineering change costs, and pilot run time. the approach in this study provides flexibility of New Product design for Small Series Production. the work focuses on the use postponement design to enable quick response and cost effectiveness. the field studied is luggage design. An evaluation procedure is proposed which will adjust component specifications to increase their degree of availability and substitution. Practical simulations are applied in a luggage design center. the contribution of this work is to shorten the lead-time of design operations and to thereby reduce costs and increase competitiveness.
Animation design is a complicated group project which usually has a long lifecycle, involves huge participants and has diversified media data. In this paper, the idea of collaborative design is brought into the proces...
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Animation design is a complicated group project which usually has a long lifecycle, involves huge participants and has diversified media data. In this paper, the idea of collaborative design is brought into the process of animation design, for finding the difficulties and low efficient sectors caused by the lack of collaboration during the whole design process, withthe purpose of questing for appropriate solutions to collaboration. Related technologies of collaborative application to four aspects, including pre-creation, task allocation, data management and collaborative perception, are discussed, in order to improve efficiency, and enhance communications and data sharing to some extent. Finally, two instances about collaborative innovation of character relationship in scripts and animation scene design with collaborative template are given, so the perspective that animation design will be a new domain for researches and applications of collaboration is indicated.
the paper presents the design and development of a human health monitoring system that could be used for various types of biomedical engineering applications. Our research paper approaches on how we can monitor our he...
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An important aspect of Ubiquitous Computing (UbiComp) is augmenting people and environments with computational resources which provide information and services unobtrusively whenever and wherever required. In line wit...
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An important aspect of Ubiquitous Computing (UbiComp) is augmenting people and environments with computational resources which provide information and services unobtrusively whenever and wherever required. In line withthe vision of UbiComp, we have developed a multi-user location-awareness system by following a user-centred design and evaluation method. In this paper we discuss the development of such a system that allows users to share informative feedback about their current geographical location. the proposed system can be used by various users, for example family members, relatives or a group of friends, in order to share the information related to their locations and to interact with each other. It is intended that this type of system in the future will become a typical part of the Smart Home environment.
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