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检索条件"丛书名=Advances in Intelligent Systems and Computing"

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Enabling Text-Line Segmentation in Run-Length Encoded Handwritten Document Image Using Entropy-Driven Incremental Learning 3rd

Enabling Text-Line Segmentation in Run-Length Encoded Handwr...

引用

3rd International Conference on Computer Vision and Image Processing (CVIP)

作者： Amarnath, R. Nagabhushan, P. Javed, Mohammed Univ Mysore Dept Studies Comp Sci Mysore Karnataka India Indian Inst Informat Technol Dept IT Allahabad Uttar Pradesh India

ISBN: (纸本)9789813290884;9789813290877

In today's digital era, archival and transmission of document images are generally carried out in a compressed form in order to avoid wastage of storage space and bandwidth. In the case of CCITT Group 3 and Group 4, the compressed representation is a stream of white and black pixel intensity values called runs, correspondingly indicating background and foreground regions of the document image. In this research paper, we propose a novel entropy-driven incremental learning technique that directly works on the compressed stream of runs, and subsequently facilitates text-line segmentation in handwritten document images using entropy and connected component analysis. Spatial Entropy Quantifier (SEQ) is extracted from the stream of runs based on a suitable window. Further, incremental entropy and connected component analysis are carried out thus separating text and non-text regions leading to automatic text-line segmentation. The proposed method is validated with the compressed dataset of handwritten document images and performance is reported.

关键词： Compressed document Compressed stream CCITT Group 3 Group 4 Entropy Incremental learning Text-line segmentation

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Optimizing Vertical Air Gap Location Inside the Wall for Energy Efficient Building Enclosure Design Based on Unsteady Heat Transfer Characteristics 8th

Optimizing Vertical Air Gap Location Inside the Wall for Ene...

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8th International Conference on Soft computing for Problem Solving (SocProS)

作者： Shaik, Saboor Nagaraju, Sunnam Rizvan, Shaik Mohammed Gorantla, Kiran Kumar Vellore Inst Technol Sch Mech Engn Vellore 632014 Tamil Nadu India MLR Inst Technol Mech Engn Dept Hyderabad 500043 Telangana India SVR Engn Coll Mech Engn Dept Nandyal 518503 Andhra Pradesh India Natl Inst Technol Karnataka Mech Engn Dept Mangalore 575025 Karnataka India

ISBN: (纸本)9789811500350;9789811500343

The chief principle of this paper is to optimize the location of vertical air space within composite walls based on thermal unsteady response state parameters that include admittance, transmittance, attenuation factor, and time lag. For computation of these parameters, a MATLAB code has been generated. This code solves 1-D heat flow diffusion equation with convective periodic boundary conditions. Six building construction materials such as laterite stone, burnt brick, mudbrick, reinforced brick, fly ash brick, and concrete block were selected and computations were made for 42 configurations of the composite walls. From this, it is concluded that composite walls with air space located at the outer side of the external wall and the mid-center of the external wall are energy efficient from higher time lag, higher thermal admittance, and lower thermal transmittance perspective and the composite walls with air space located at outer and inner sides of the external walls are the best from the lower decrement factor perspective, among seven studied configurations. The results of the study reduce the air conditioning loads in buildings.

关键词： Optimum air space location Time lag Decrement factor Admittance method

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Identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque 3rd

Identification of Fraudulent Alteration by Similar Pen Ink i...

引用

3rd International Conference on Computer Vision and Image Processing (CVIP)

作者： Roy, Priyanka Bag, Soumen Indian Inst Technol Indian Sch Mines Dept Comp Sci & Engn Dhanbad 826004 Jharkhand India

ISBN: (纸本)9789813292918;9789813292901

In the research field of document image analysis, especially in handwritten documents, fraudulent alteration identification is a crucial task due to several forgery activities that are happening for few decades which affect a nation economically. In this paper, we are differentiating visually identical ink of different pens used for alteration in such documents by considering this problem as a binary classification problem. Here, we have used YCbCr color model. To formulate the problem a number of statistical and texture features are extracted to create feature vectors. These feature vectors are accommodated to generate data set which are classified by multilayer perceptron technique. The method has been executed on both blue and black ink samples. On average, the proposed method produces an efficient result of accuracy of more than 93% for known and 82.30% for unknown pen data, respectively. This performance measurement shows the efficacy of the proposed method comparing with other existing methods.

关键词： Fraudulent alteration Handwritten document Multilayer perceptron Texture features YCbCr color model

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Implementation of Fuzzy-Based Multicarrier and Phase Shifted PWM Symmetrical Cascaded H-Bridge Multilevel Inverter 8th

Implementation of Fuzzy-Based Multicarrier and Phase Shifted...

引用

8th International Conference on Soft computing for Problem Solving (SocProS)

作者： Muralikumar, K. Pathipooranam, Ponnambalam Priya, M. VIT Sch Elect Engn Vellore 632014 Tamil Nadu India

ISBN: (纸本)9789811500350;9789811500343

Multilevel inverter technology garnered its attention in the electrical power industry for producing various levels of the output voltage and it is considered as a potential alternative for the high power and medium voltage energy control applications. The cascaded MLI is being used for producing less stress on the switching devices, less distorted output voltage, and for generating a lesser common-mode voltage. The phase shifted PWM is considered as the best solution for H-bridge cascaded inverters. This paper analyzes a simple and flexible phase shifted PWM technique for common-mode voltage reduction of a seven-level H-bridge cascade inverter topology. This cascaded H-bridge MLI system distributes power consistently between the modules and ensures the same power exploitation of inverter switches within a module. The functional verification of the seven-level inverter is done using MAT-LAB/Simulink software and also presented the fuzzy control system for controlling the system. The experimental work for open loop is done using D-Space.

关键词： Multilevel inverter Cascaded H-Bridge Multicarrier PWM Phase shifted PWM Fuzzy logic controller

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Direct Torque Control of Three Phase Asynchronous Motor with Sensorless Speed Estimator 5th

Direct Torque Control of Three Phase Asynchronous Motor with...

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5th International Conference on Advanced intelligent systems and Informatics (AISI)

作者： Fekik, Arezki Denoun, Hakim Azar, Ahmad Taher Kamal, Nashwa Ahmad Zaouia, Mustapha Yassa, Nacera Hamida, Mohamed Lamine Akli Mohand Oulhadj Univ Bouira Algeria Elect Engn Adv Technol Lab LATAGE Tizi Ouzou Algeria Prince Sultan Univ Coll Engn Riyadh Saudi Arabia Benha Univ Fac Comp & Artificial Intelligence Banha Egypt Cairo Univ Fac Engn Elect Power & Machine Dept Giza Egypt

ISBN: (纸本)9783030311292;9783030311285

Direct torque control is undoubtedly a very promising solution to the problems of robustness and dynamics encountered in the directional flow vector control of the rotor of induction machines. Current research aims to improve the performance of this technique like the evolution of the switching frequency, the ripple on the torque, the flow and the current, and assists the cost of the sensor position. Therefore, this article presents a solution for the direct torque control without speed sensor. The simulations results showed a good dynamic performance of this control technique.

关键词： Direct Torque Control (DTC) Induction machine Speed estimator Torque control

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Performance Analysis of WMNs by WMN-PSOHC-DGA Simulation System Considering Linearly Decreasing Inertia Weight and Linearly Decreasing Vmax Replacement Methods 11th

Performance Analysis of WMNs by WMN-PSOHC-DGA Simulation Sys...

引用

11th International Conference on intelligent Networking and Collaborative systems (INCoS) / 22nd International Conference on Network-Based Information systems (NBiS)

作者： Barolli, Admir Sakamoto, Shinji Ohara, Seiji Barolli, Leonard Takizawa, Makoto Aleksander Moisiu Univ Durres Dept Informat Technol L1 Rruga & Currilave Durres Albania Seikei Univ Dept Comp & Informat Sci 3-3-1 Kichijoji Kitamachi Musashino Tokyo 1808633 Japan Fukuoka Inst Technol Grad Sch Engn Higashi Ku 3-30-1 Wajiro Higashi Fukuoka 8110295 Japan Fukuoka Inst Technol Dept Informat & Commun Engn Higashi Ku 3-30-1 Wajiro Higashi Fukuoka 8110295 Japan Hosei Univ Fac Sci & Engn Dept Adv Sci Kajino Machi Koganei Tokyo 1848584 Japan

ISBN: (纸本)9783030290351;9783030290344

The Wireless Mesh Networks (WMNs) are becoming an important networking infrastructure because they have many advantages such as low cost and increased high speed wireless Internet connectivity. In our previous work, we implemented a Particle Swarm Optimization (PSO) and Hill Climbing (HC) based hybrid simulation system, called WMN-PSOHC, and a simulation system based on Genetic Algorithm (GA), called WMN-GA, for solving node placement problem in WMNs. Then, we implemented a hybrid simulation system based on PSOHC and distributed GA (DGA), called WMN-PSOHC-DGA. In this paper, we analyze the performance of WMNs using WMN-PSOHC-DGA simulation system considering Linearly Decreasing Inertia Weight Method (LDIWM) and Linearly Decreasing Vmax Method (LDVM). Simulation results show that a good performance is achieved for LDIWM compared with the case of LDVM.

关键词： Genetic algorithms

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Tele-Dentistry Platform for Cavities Diagnosis

Tele-Dentistry Platform for Cavities Diagnosis

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International Conference on Information Technology and systems (ICITS)

作者： Lancheros-Cuesta, Diana Luis Ramirez, Jose Tupaz Erira, Herlinto Alveiro Hidalgo Caicedo, Pedro David Dvila, Fernando Salas, Andres Eduardo Mora, Julin Herrera, Stella Arango Betancourt, Luz M. Echeverri, Beatriz Univ Cooperat Colombia Fac Ingn Odontol Bogota Colombia

ISBN: (纸本)9783030406905;9783030406899

The influence of technology in the health-care sector has led to new approaches and services. Several services have been modified, improving: (i) primary healthcare, (ii) reaction time, and (iii) information management. Nevertheless, Colombian patients, who are aware of technological advances in health-care, are dissatisfied regarding the available and the offered telemedicines services. Regarding dentistry, several technological tools are available for diagnosis and treatment of oral diseases, which in most of the cases are preventable, i.e. cavities. Nevertheless, technological developments are uncommon and less frequent than in other health-care sectors. Furthermore, the innovation with respect to techniques for proper cavities diagnosis and current technological tools do not offer suitable solutions, in addition, existing methods and tools need to be merged with necessary promotion and prevention. Therefore, the development of a tele-dentistry platform is crucial. The platform should allow the tracking and diagnosis of dental cavities following the standards of the International Caries Detection and Assessment System (ICDAS). Consequently, this paper presents a new tele-dentistry platform for cavities diagnosis.

关键词： Telemedicine Computational platform Document manager ICDAS Dental cavities

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An Efficient Singularity Detector Network for Fingerprint Images 4th

An Efficient Singularity Detector Network for Fingerprint Im...

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Future Technologies Conference (FTC)

作者： Arora, Geetika Hwang, C. Jinshong Tiwari, Kamlesh Gupta, Phalguni Texas State Univ Dept Comp Sci San Marcos TX 78666 USA Birla Inst Technol & Sci Pilani Dept CSIS Pilani 333031 Rajasthan India Indian Inst Technol Kanpur Dept Comp Sci Kanpur 208016 Uttar Pradesh India

ISBN: (纸本)9783030325237;9783030325220

Singular point related to a fingerprint is a special location that has been used for long to classify the fingerprint in specific pre-defined categories. It is also useful for the alignment of a fingerprint for better matching and comparison. This paper proposes a novel end-to-end deep learning model that incorporate pre-processing, enhancement, segmentation and localization for accurate and efficient retrieval of a singular point. The proposed model has been tested on two databases viz. FVC2002 DB2_A and FPL05K and achieved a Correct Detection Rate of 96.12% and 91.1% respectively which is better than any other state-of-the-art technique.

关键词： Fingerprint Singular points Core point Encoder Decoder

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Analysis of Adequate Bandwidths to Guarantee an Electoral Process in Ecuador 4th

Analysis of Adequate Bandwidths to Guarantee an Electoral Pr...

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4th International Congress on Information and Communication Technology (ICICT)

作者： Toapanta Toapanta, Segundo Moises Aguilar Piguave, Johan Eduardo Mafla Gallegos, Luis Enrique Univ Politecn Salesiana Ecuador Dept Comp Sci Robles 107 Chambers Guayaquil Guayas Ecuador Escuela Politec Nacl Sch Syst Engn Ladron de Guevara E11-253 Quito Pichincha Ecuador

ISBN: (纸本)9789813293434;9789813293427

The analysis of the appropriate bandwidths was made based on the electoral processes in countries with availability of electronic voting and these have been adapted to the situation in the electoral processes of Ecuador. The problem is the low importance given and the recidivism in the scarce bandwidth used in the current electoral processes. The objective reflects the problems caused by a mediocre bandwidth for events of such magnitude and importance in any country and creates awareness of the appropriate conditions to guarantee all aspects of the electronic process. The method used is deductive to analyze the data that were used as parameters to calculate the bandwidth in the electoral process in Nigeria. The analysis shows that the voting processes up to the 2017 period have not been optimal, but they are sustainable and acceptable despite the fact that there were setbacks when issuing the results of the votes. It is concluded that there must be simulations to avoid failures at the time of the actual electoral process and improve resources for the implementation of electoral processes.

关键词： Bandwidth Electoral process Security information Protocols security Electoral processes

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Logical Approaches to Anomaly Detection in Industrial Dynamic Processes 4th

Logical Approaches to Anomaly Detection in Industrial Dynami...

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4th International Scientific Conference on intelligent Information Technologies for Industry (IITI)

作者： Ilicheva, Vera V. Guda, Alexandr N. Shevchuk, Petr S. Rostov State Transport Univ RSTU Rostov Na Donu Russia

ISBN: (纸本)9783030500979

This paper proposes novel methods for anomaly detection in industrial dynamic processes based on logical and algebraical approaches. The paper contains an overview of some intensively developed approaches to dynamic processes modeling in terms of their suitability for the detection of anomalies. Main models of industrial dynamic processes using classical theory of stability, models with Pareto distribution, wavelet analysis, the problem of change-point, models with data mining methods are considered. Two logical approaches with discrete time are proposed: first one is using classical predicate logic and second one is using dynamic description logic.

关键词： Anomaly detection Stability theory Wavelet analysis Pareto distribution Change-point problem Data mining Predicate logic Dynamic description logic

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