the possibilities of data exchange between functions in the language of the Matlab system with applications in high-level languages are considered. Programs in high-level languages appropriately to use in conjunction ...
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the proceedings contain 144 papers. the topics discussed include: nonlinear second cumulant/H-infinity control with multiple decision makers;following a straight line in visual servoing with elliptical projections;a m...
ISBN:
(纸本)9789897581984
the proceedings contain 144 papers. the topics discussed include: nonlinear second cumulant/H-infinity control with multiple decision makers;following a straight line in visual servoing with elliptical projections;a matheuristics for the single-period lot scheduling with component availability constraints in a partially closed manufacturing/remanufacturing system;speaker state recognition: feature selection method based on self-adjusting multi-criteria evolutionary algorithms;comparison of two-criterion evolutionary filtering techniques in cardiovascular predictive modelling;ensemble of multimodal genetic algorithms for design and decision making support problems;perspective method for determination of fire for effect in tactical and technical control of artillery units;grasp quality improvement with particle swarm optimization (PSO) for a robotic hand holding 3D objects;occupancy grid mapping with highly uncertain range sensors based on inverse particle filters;augmented postprocessing of the FTLS vectorization algorithm - approaching to the globally optimal vectorization of the sorted point clouds;an advanced, adaptive and multimodal graphical user interface for human-robot teleoperation in radioactive scenarios;adaptive control of mobile manipulator robot based on virtual decomposition approach;and multilink micro robots designed for inspection in pipes of small diameters.
the proceedings contain 144 papers. the topics discussed include: nonlinear second cumulant/H-infinity control with multiple decision makers;following a straight line in visual servoing with elliptical projections;a m...
ISBN:
(纸本)9789897581984
the proceedings contain 144 papers. the topics discussed include: nonlinear second cumulant/H-infinity control with multiple decision makers;following a straight line in visual servoing with elliptical projections;a matheuristics for the single-period lot scheduling with component availability constraints in a partially closed manufacturing/remanufacturing system;speaker state recognition: feature selection method based on self-adjusting multi-criteria evolutionary algorithms;comparison of two-criterion evolutionary filtering techniques in cardiovascular predictive modelling;ensemble of multimodal genetic algorithms for design and decision making support problems;perspective method for determination of fire for effect in tactical and technical control of artillery units;grasp quality improvement with particle swarm optimization (PSO) for a robotic hand holding 3D objects;occupancy grid mapping with highly uncertain range sensors based on inverse particle filters;augmented postprocessing of the FTLS vectorization algorithm - approaching to the globally optimal vectorization of the sorted point clouds;an advanced, adaptive and multimodal graphical user interface for human-robot teleoperation in radioactive scenarios;adaptive control of mobile manipulator robot based on virtual decomposition approach;and multilink micro robots designed for inspection in pipes of small diameters.
An essential component in the race towards the self-driving car is automatic traffic sign recognition. the capability to automatically recognize road signs allow self-driving cars to make prompt decisions such as adhe...
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ISBN:
(数字)9781728146201
ISBN:
(纸本)9781728146218
An essential component in the race towards the self-driving car is automatic traffic sign recognition. the capability to automatically recognize road signs allow self-driving cars to make prompt decisions such as adhering to speed limits, stopping at traffic junctions and so forth. Traditionally, feature-based computer vision techniques were employed to recognize traffic signs. However, recent advancements in deep learning techniques have shown to outperform traditional color and shape based detection methods. Deep convolutional neural network (DCNN) is a class of deep learning method that is most commonly applied to vision-related tasks such as traffic sign recognition. For DCNN to work well, it is imperative that the algorithm is given a vast amount of training data. However, due to the scarcity of a curated dataset of the Malaysian traffic signs, training DCNN to perform well can be very challenging. In this demonstrate that DCNN can be trained with little training data with excellent accuracy by using transfer learning. We retrain various pre-trained DCNN from other image recognition tasks by fine-tuning only the top layers on our dataset. Experiment results confirm that by using as little as 100 image samples for 5 different classes, we are able to classify hitherto traffic signs with above 90% accuracy for most pre-trained models and 98.33% for the DenseNet169 pre-trained model.
this study aims to evaluate the relationship between motor functions in children with spastic cerebral palsy (CP). Fifty-three children with spastic CP participated in the study. the results of MRC, Modified Ashworth ...
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In order to fulfill the needs of journalistic automation, we develop automatic news generator that accepts structured data and user query and generates Indonesian news article. this paper employs template-based natura...
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ISBN:
(纸本)9781538648056
In order to fulfill the needs of journalistic automation, we develop automatic news generator that accepts structured data and user query and generates Indonesian news article. this paper employs template-based natural language generation in generating Indonesian municipal elections. Based on evaluation using Indonesian news characteristics as the evaluation metric by 15 linguistic experts and 25 active news readers, the average score of the generated news was 3.292 out of 4.
this paper describes the evaluation of human-robot-interaction (HRI) related to the future use of a humanoid robotic system as a tool supporting the care for an independently living elderly person with MCI. the core m...
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the manufacturing industry faces currently and in the near future due to the information society, very important challenges. New data, network, automation, digital customer interfaces blow up the existing value chain ...
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the manufacturing industry faces currently and in the near future due to the information society, very important challenges. New data, network, automation, digital customer interfaces blow up the existing value chain the production of nanoscale workpieces requires integration of a high level of quality in conformance with manufacturing processes and micro-/nanometrological assessment and evaluation. Nanotechnology is multidisciplinary in nature. Modern production metrology and its industrial application started on the basis of the scientific, technical and organisational work of E. Abbe, William Taylor and Frederick Winslow Taylor and at the end of the twentieth century the "Quality control Century" the development has reached Nanotechnology and is proceeding to Pico- and Femto-technology. To meet highlevel demands both from industrial and from private customers in the future, manufacturing enterprises must be flexible and agile enough to respond quickly to product demand changes also according technological developments especially in the field of precision engineering at micro, nano and pico scale production. With support of AI and modern IT, it is possible to realise modern cost-effective customer driven design and manufacturing. (C) 2018, IFAC (international Federation of Automatic control) Hosting by Elsevier Ltd. All rights reserved.
the present book includes a set of selected papers from the tenthinternationalconference on informatics in control automation and robotics (ICINCO 2013), held in Reykjavk, Iceland, from 29 to 31 July 2013. the confe...
ISBN:
(纸本)9783319385471
the present book includes a set of selected papers from the tenthinternationalconference on informatics in control automation and robotics (ICINCO 2013), held in Reykjavk, Iceland, from 29 to 31 July 2013. the conference was organized in four simultaneous tracks: Intelligent control Systems and Optimization, robotics and automation, Signal Processing, Sensors, Systems Modeling and control and Industrial Engineering, Production and Management. the book is based on the same structure. ICINCO 2013 received 255 paper submissions from 50 countries, in all continents. After a double blind paper review performed by the Program Committee only 30% were published and presented orally. A further refinement was made after the conference, based also on the assessment of presentation quality, so that this book includes the extended and revised versions of the very best papers of ICINCO 2013.
this book includes extended and revised versions of a set of selected papers from the Ninthinternationalconference on informatics in control automation and robotics (ICINCO 2012), held in Rome, Italy, from 28 to 31 ...
ISBN:
(纸本)9783319354972
this book includes extended and revised versions of a set of selected papers from the Ninthinternationalconference on informatics in control automation and robotics (ICINCO 2012), held in Rome, Italy, from 28 to 31 July 2012. the conference was organized in four simultaneous tracks: Intelligent control Systems and Optimization, robotics and automation, Systems Modeling, Signal Processing and control and Industrial Engineering, Production and Management. ICINCO 2012 received 360 paper submissions, from 58 countries in all continents. From these, after a blind review process, only 40 were accepted as full papers, of which 20 were selected for inclusion in this book, based on the classifications provided by the Program Committee. the selected papers reflect the interdisciplinary nature of the conference as well as the logic equilibrium between the four abovementioned tracks. the diversity of topics is an important feature of this conference, enabling an overall perception of several important scientific and technological trends.
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