| Vol-3459 urn:nbn:de:0074-3459-2 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ATAIT 2023
The 5th International Symposium on Advanced Technologies and Applications in the Internet of Things (ATAIT 2023)

### Proceedings of the 5th International Symposium on Advanced Technologies and Applications in the Internet of Things

### Kusatsu and Virtual, Japan, August 28-29, 2023.

Edited by

### Kota Yoshida*

*Department of Electronic and Computer Engineering, College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-Higashi, Kusatsu, Shiga 525-8577, Japan

## Table of Contents

### Preface

- Introduction

### Plenary Talk

- (Invited) Development of Intelligent Systems for Health Care and Monitoring Person’s Movement (p.i)
  Masahiro Tanaka

### Session 1

- (Invited) Detection and classification of peripheral plasmodium parasites in blood smears using filters and machine learning algorithms (pp. 1-14)
  Aravinda C.V, Sannidhan M S, Vaishali Bangera, Jyothi Shetty, Vijaya Shetty, VIJAYLAXMI KOCHARI,
- (Invited) Intrusion Detection in IoT Using Ensemble Approach (pp. 15-24)
  Elijah M. Maseno, Zenghui Wang
- (Invited) A survey of attention mechanisms for wearable sensor-based human activity recognition (pp. 25-36)
  Xin Wang, Yan Wang, Yingrui Geng, Hongnian Yu, Xiaoxu Wen, Aihui Wang

### Session 2

- Yolo V4 for Kuzushiji Recognition With Synthetic Training Data Generated by GAN (pp. 37-47)
  Mingyuan LI, Xuebin YUE, Lin MENG
- Design and Evaluation of AES Encryption Circuits with Various S-Box Implementation (pp. 48-53)
  Taosong Zhao, Hiroki Nishika, Xiangbo Kong, Hiroyuki Tomiyama
- (Invited) Verification of Content Addressable Memory-based massive-parallel SIMD matriX core (p. 54)
  Kyosuke Kageyama

### Session 3

- Analysis of Fertilization Effects on Rice and Wheat by Time-Series Clustering of Vegetation Index Data (pp. 55-65)
  Taichi Ito, Kenichi Minamino, Shintaro Umeki
- Facial Expression Recognition with Face Mask using Attention Mechanism (pp. 66-76)
  Shunsuke HAYASHI, Yuga ONO, Ryuto ISHIBASHI, Qi LI, Lin MENG
- A comprehensive survey on object detection YOLO (pp. 77-89)
  Xiangheng Wang, Hengyi Li, Xuebin Yue, Lin Meng

### Session 4

- Ball Touching Net Detection Using Piezoelectric Element in Table Tennis (pp. 90-98)
  Ruisheng Xu, Ami Tanaka, Xiangbo Kong, Hiroyuki Tomiyama
- Classification of Rush-Out Risk of Pedestrians in Blind Area Using 2.4 GHz FMCW Radar (pp. 99-103)
  Ryosuke Iida, Kazuhide Kamiya, Xiangbo Kong, Kenshi Saho
- (Invited) Deep Learning Model Optimization and Acceleration (p. 104)
  Hengyi LI

### Session 5

- Classification of Behaviors Related to Bed-Leaving and Bed-Lying Using Millimeter-Wave FMCW Radar (pp. 105-114)
  Shuhei Hashimoto, Xiangbo Kong, Kosuke Manabe, Hiroshi Minematsu, Kenshi Saho
- In/Out Judgement by Ball Tracking in Table Tennis (pp. 115-126)
  Yuta Fujihara, Xiangbo Kong, Ami Tanaka, Hiroki Nishikawa, Hiroyuki Tomiyama
- Drone path planning method to reduce energy consumption (pp. 127-137)
  Takuto Maejima, Xiangbo Kong, Tomoyasu Shimada, Hiroki Nishikawa, Hiroyuki Tomiyama
- Faster Depth Estimation for Autonomous Flying Drones (pp.138-146)
  Takuya Kosaka, Xiangbo Kong, Tomoyasu Shimada, Hiroki Nishikawa, Hiroyuki Tomiyama

2023-08-03: submitted by Kota Yoshida, metadata incl. bibliographic data published under Creative Commons CC0
2023-08-21: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|