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Intelligent systems and applications : proceedings of the 2023 Intelligent Systems Conference (IntelliSys). Volume 3 / Kohei Arai, editor.

The book is a unique collection of studies involving intelligent systems and applications of artificial intelligence in the real world to provide solutions to most vexing problems. IntelliSys received an overwhelming 605 papers which were put under strict double-blind peer-review for their novelty,...

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Bibliographic Details
Online Access: Full Text (via Springer)
Corporate Author: Intelligent Systems Conference Amsterdam, Netherlands ; Online
Other Authors: Arai, Kohei (Editor)
Format: Conference Proceeding eBook
Language:English
Published: Cham : Springer, 2024.
Series:Lecture notes in networks and systems ; v. 824.
Subjects:
Artificial intelligence > Congresses.
Table of Contents:
  • Intro
  • Preface
  • Contents
  • TPDNet: A Tiny Pupil Detection Neural Network for Embedded Machine Learning Processor Arm Ethos-U55
  • 1 Introduction
  • 2 Related Work
  • 3 Pupil Detection Dataset
  • 4 Tiny Pupil Detection Neural Network
  • 4.1 Architecture of Neural Network
  • 4.2 Training Process
  • 4.3 Quantization of Neural Network and Simulation
  • 5 Results
  • 5.1 Detection Rate of Tiny Pupil Detection Neural Network
  • 5.2 Run-Time of Quantized Tiny Pupil Detection Neural Network
  • 6 Conclusion and Future Work
  • References
  • Low Cost Machine Vision for Insect Classification
  • 1 Introduction
  • 2 Materials and Methods
  • 2.1 Imaging Requirements
  • 2.2 Hardware Setup
  • 2.3 Dataset and Preprocessing
  • 2.4 Machine Learning, Insect Classification
  • 2.5 Semantic Segmentation
  • 3 Results and Discussion
  • 3.1 Classification
  • 3.2 Bounding Boxes via Segmentation
  • 4 Conclusion and Outlook
  • A Appendix
  • References
  • Shape Complexity Estimation Using VAE
  • 1 Introduction
  • 2 Methods
  • 2.1 Datasets
  • 2.2 Variational Autoencoder Reconstruction Measure
  • 2.3 Zlib Compression Measure
  • 2.4 Fourier Transform Measure
  • 2.5 Combining Measures
  • 3 Results
  • 4 Discussion, Conclusion, and Future Work
  • References
  • Training System for the Tomato Paste Production Process Through Virtual Environments
  • 1 Introduction
  • 2 Virtual Environment
  • 3 Control Scheme
  • 4 Analysis and Results
  • 5 Conclusions
  • References
  • Shared Intentionality Before Birth: Emulating a Model of Mother-Fetus Communication for Developing Human-Machine Systems
  • 1 Introduction
  • 1.1 Achievements of Fetuses
  • 1.2 A Launching Cognition Hypothesis
  • 1.3 Two Questions About Perception
  • 1.4 Shared Intentionality
  • 2 Objective
  • 3 Method
  • 4 Results
  • 4.1 Pulsed ElectroMagnetic Field
  • 4.2 The Effect of PEMF on A(2A) ARs
  • 4.3 Computer-Aided Assessing Shared Intentionality
  • 5 Discussion
  • 6 Conclusion
  • References
  • DAP: A Framework for Driver Attention Prediction
  • 1 Introduction
  • 2 Experimental Setup
  • 2.1 Dataset
  • 2.2 Architecture
  • 2.3 Training Details
  • 3 Results and Discussion
  • 4 Conclusion
  • References
  • On Object Detection Based on Similarity Measures from Digital Maps
  • 1 Introduction
  • 2 Problem Description
  • 2.1 Elements of Wastewater Networks
  • 2.2 Data on Wastewater Networks
  • 3 The Proposed Approach
  • 3.1 Extraction Methods
  • 3.2 Matching Measures
  • 4 Experimental Evaluation
  • 5 Conclusion and Further Work
  • References
  • Virtualization of the Paint Mixing Process Using the Hardware in the Loop Technique
  • 1 Introduction
  • 2 Proposed Implementation
  • 3 Design of the Process
  • 3.1 Virtualization of the Mixing Process
  • 3.2 Design and Implementation of the SCADA System
  • 3.3 Communication
  • 3.4 Network Setting
  • 4 Results Experimental
  • 4.1 Stages of Virtualization of the Paint Mixing
  • 5 Conclusions
  • References

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