LEADER 07330nam a2200433 i 4500001 99126233104606421 005 20231110213638.0 006 m o d | 007 cr cnu|||||||| 008 230330s2022 sz a ob 001 0 eng d 020 3-031-13181-9 035 (MiAaPQ)EBC7141565 035 (Au-PeEL)EBL7141565 035 (CKB)25360913600041 035 (OCoLC)1351195534 035 (PPN)266349439 035 (EXLCZ)9925360913600041 040 MiAaPQ |beng |erda |epn |cMiAaPQ |dMiAaPQ 050 4 Q360 |b.W364 2022 082 0 354.81150006 |223 245 00 Proceedings of the 5th international conference on signal processing and information communications / |cedited by Chua-Chin Wang, Arumugam Nallanathan. 264 1 Cham, Switzerland : |bSpringer, |c[2022] 264 4 |c©2022 300 1 online resource (188 pages) 336 text |btxt |2rdacontent 337 computer |bc |2rdamedia 338 online resource |bcr |2rdacarrier 490 1 Signals and Communication Technology 505 0 Intro -- Preface -- Contents -- Part I: Digital Signal and Image Processing -- A Deep Learning-Based Approach for Camera Switching in Amateur Ice Hockey Game Broadcasting -- 1 Introduction -- 2 Our Approach -- 2.1 Data Collection -- 2.2 Our Deep Learning Network -- 2.3 Our Camera Switching Approach -- 3 Evaluation and Discussion -- References -- Performance of LDA Versus PCA in Nonideal Lighting Environment -- 1 Introduction -- 2 Literature Review -- 3 PCA Technique -- 3.1 Theoretical Background -- 3.2 PCA Applied to Face Recognition -- 3.2.1 Training Phase -- 3.2.2 Recognition Phase -- 4 LDA Technique -- 5 Computer Simulation -- 6 Conclusion -- References -- The Effect of the Audio Signals on the Brain for EEG-Based Attentiveness Recognition -- 1 Introduction -- 1.1 Brain-Machine Interface and EEG -- 1.2 Attention -- 2 Methodology -- 2.1 Specification of Experiment -- 2.2 Equipment of the Experiment -- 3 Data Acquisition and Preprocessing -- 4 Feature Extraction and Analysis -- 4.1 The Filtering in the EEGlab -- 4.2 Manually Filtering -- 4.3 Data Analysis -- 5 Discussion -- 5.1 Mixed Signals -- 5.2 Distance -- 5.3 Insensitivity of the Equipment -- 6 Conclusion -- References -- EMG-Based View Controller Using VR Applications -- 1 Introduction -- 1.1 Motivation -- 1.2 Background -- 1.3 Report Structure -- 2 System Design -- 2.1 EMG Signal Collection -- 2.2 Data Process -- 2.3 Interface Software -- 3 Methods -- 3.1 Feature Extraction -- 3.2 Classification -- 4 Experiment -- 4.1 Sampling Muscles -- 4.1.1 About the Muscles Related to Experiments -- 4.1.2 About the Experimental Process and Precautions -- 4.2 Experiment Outcome -- 5 Conclusion -- References -- Comparison and Application of Two Face Detection Algorithms -- 1 Introduction -- 2 Related Work -- 2.1 Viola-Jones -- 2.2 MTCNN -- 3 Experimental Setup -- 4 Experimental Results. 505 8 4.1 The Results of Viola-Jones -- 4.2 The Results of MTCNN -- 5 Conclusion -- References -- Research on Sound Field Evaluation of Urban Walking Street Through Sound Environment Perception -- 1 Introduction -- 2 Spatial Visibility Theory and Spatial Pattern of Walking Streets -- 2.1 Spatial Visibility Theory -- 2.2 Spatial Pattern of Walking Streets -- 3 Field Measurement and Simulation Results -- 3.1 Objective Evaluation and Analysis of the Sound Environment of Calligraphy Greenway -- 3.2 Computer Simulation of the Sound Environment of Calligraphy Greenway -- 4 Evaluation and Influence of Commercial Pedestrian Streets -- 4.1 Evaluation of Commercial Pedestrian Street Perception -- 5 Conclusion -- References -- Part II: Modern Information Technology and Management -- Implementation of Machine and Deep Learning Algorithms to Detect Gaps in a Sheet Metal Industry: A Case Study -- 1 Introduction -- 2 Literature Review -- 3 Study Methodology -- 3.1 Machine Learning Algorithm Description -- 3.2 Complexity -- 4 Description of the Case Company -- 5 Result Analysis -- 5.1 Sensitivity to Noise -- 5.2 Running Time -- 5.3 Analysis of the Gaps Between the Components -- 6 Discussion and Conclusions -- References -- Modelling the Service Process at the Cash Register Using Generating Functions -- 1 Introduction -- 2 Bursty Business Processes and Gap Functions -- 3 Buyer´s Service Processing at the Check-Out -- 4 Discrete Model of the Buyer´s Service Processing -- 5 Results -- 6 Conclusions -- References -- Adaptive, Automatic and Non-invasive Cultural Heritage Preventive Conservation Framework Based on Visual Information Crowdsour... -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 3.1 Colour Chart Design -- 3.2 Calibration System -- 4 Experimental -- 5 Results and Discussion -- 6 Conclusions -- References. 505 8 An Inverted-ITL Algorithm for Mining Partial Periodic-Frequent Patterns -- 1 Introduction -- 2 Related Works -- 3 The Inverted-ITL Algorithm -- 3.1 Data Structure -- 4 Performance -- 4.1 The Performance Model -- 4.2 Experiments Results -- 5 Conclusion -- References -- A Viewpoints-Based Analysis of Enterprise Architecture Debt -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 Problem Identification and Motivation -- 3.2 Objectives Definition -- 3.3 Design and Development -- 3.4 Evaluation -- 3.5 Demonstration -- 3.6 Communication -- 4 Results -- 5 Evaluation -- 6 Discussion -- 6.1 Answer to Research Questions -- 6.2 Implications of Results -- 6.3 Threats to Validity -- 7 Conclusion and Future Work -- Appendix -- References -- Detection and Prevention of ARP Cache Poisoning in Advanced Persistent Threats Using Multiphase Validation and Firewall -- 1 First Section -- 1.1 Introduction -- 2 Second Section -- 2.1 Related Works -- 2.1.1 Modifying ARP Using Cryptographic Techniques -- 2.1.2 Manually Configuring Static ARP Entries -- 2.1.3 Securing Switch Ports -- 2.1.4 Kernel-Based Patching -- 2.1.5 ARP Spoof Detection and Protection Software -- 2.2 Profile Network Behavior with DHCP Server -- 2.2.1 The Use of Machine Learning to Detect ARP Attacks -- 2.2.2 Centralized Server and Client/Server-Based Intrusion Detection System (CSIDS) -- 2.2.3 Recent Works -- 3 Third Section -- 3.1 Proposed Scheme -- 3.1.1 Detection Scheme -- 3.1.2 Prevention Scheme -- 3.1.3 Attack Report and Alert -- 4 Fourth Section -- 4.1 Simulation -- 5 Fifth Section -- 5.1 Conclusion -- References -- Permeability and Inertia Coefficient of Wire-Mesh Porous Media Estimated by a Darcy-Forchheimer Equation -- 1 Introduction -- 2 Experimental Setup -- 2.1 Experimental Diagram -- 2.2 Estimated Equation of Permeability (K) and Inertia Coefficient (F) -- 3 Results and Discussion. 505 8 3.1 Effect of ε on K and F -- 3.2 Effect of H on K and F -- 3.3 Regression Analysis of K and F to ε and H -- 4 Conclusion -- References -- Index. 588 Description based on print version record. 504 Includes bibliographical references and index. 650 0 Information theory. 776 08 |iPrint version:Wang, Chua-Chin |tProceedings of the 5th International Conference on Signal Processing and Information Communications |dCham : Springer International Publishing AG,c2022 |z9783031131806 700 1 Wang, Chua-Chin, |eeditor. 700 1 Nallanathan, Arumugam, |eeditor. 830 0 Signals and Communication Technology 906 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