Proceedings of the 5th International Conference on Signal Processing and Information Communications

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
			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
	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
			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