Junya Morioka

森岡 隼也

Tokyo, Japan

情報系の博士課程2年です

Interest

• Computer Vision
• Deep Learning
• Web

Education

• Ph.D. Student in Computer Science
  2023.03 - current Computer Science Program, Graduate School of Science and Technology, Meiji University
• Master's Degree in Computer Science
  2021.04 - 2023.03 Computer Science Program, Graduate School of Science and Technology, Meiji University
• Bachelor's Degree in Computer Science
  2017.04 - 2021.03 Department of Computer Science, School of Science and Technology, Meiji University

Work Experience

• Qdoga Inc.
  2021.03 - current Part-time Full-stack Engineer App: 3分ゴルフ App: Team 3284
• 明治大学
  2021.04 - 2023.03 Teaching Assistant
• SensAI
  2021.05 - 2022.07 Part-time Engineer HP
• Yahoo Japan 2022 Summer Internship
  2022.08 - 2022.09(2 weeks) Internship, ML Engineer Link
• RECRUIT Job for Student 2022 Autumn ~Engineer/Data Specialist~
  2022.11 - 2022.12(1 month) Internship, Data Scientist Link
• SPIC
  2022.12 - current Part-time Engineer HP
• 明治大学
  2023.04 - current Research Associate

Publication

• A study on accuracy improvement of small object detection using deep neural networks
  Junya Morioka and Ryusuke Miyamoto IEEE Asia Pacific Conference on Circuit and Systems, APCCAS 2021, Penang, Malaysia, November 22-26, 2021
• Testing environment for developing a wireless networking system based on image-assisted routing for sports applications
  Shiho Hanashiro, Junfeng Xue, Junya Morioka, Ryusuke Miyamoto, Takuma Hamagami, Kentaro Yanagihara, Yasutaka Kawamoto, Hiroyuki Okuhata, Hiroyuki Yomo and Tomohito Takubo Proceedings of the 9th International Conference on Sport Sciences Research and Technology Support, icSPORTS 2021, October 28-29, 2021
• 深層学習に基づく小物体検出の精度向上に関する一検討
  森岡隼也, 宮本龍介 電子情報通信学会(IEICE) 信学技報, Vol. 122, No. 293, pp. 32-37, SIS-2022-29, 12月5-6日, 2022
• 意味論的領域分割の計算コストと精度の関係に関する研究
  伊藤陸斗, 森岡隼也, 安達美穂, 津山雅彦, 今川隆司, 宮本龍介 電子情報通信学会(IEICE) 信学技報, Vol. 122, No. 293, pp. 86-91, SIS-2022-38, 12月5-6日, 2022
• 空撮画像を対象としたInformed-Filtersに基づく人検出のC++AMPを用いたリアルタイム実装
  津山雅彦, 薛俊峰, 森岡隼也, 大木琢郎, 宮本龍介 画像電子学会 画像電子学誌 第52巻 第2号 pp.329-338, 2023.4
• Human Pose Estimation Based on Part-Wise 6-DoF Pose Estimation
  Yuki Nagoshi, Takeru Inoue, Junya Morioka, Ryusuke Miyamoto 2023 International Workshop on Smart Info-Media Systems in Asia, pp.77-81, 2023.9
• Dataset Creation for Semantic Segmentation Using Colored Point Clouds Considering Shadows on Traversable Area
  Marin Wada, Yuriko Ueda, Junya Morioka, Miho Adachi, Ryusuke Miyamoto Journal of Robotics and Mechatronics, 2023.12
• Data Augmentation for Semantic Segmentation Using a Real Image Dataset Captured around the Tsukuba City Hall
  Yuriko Ueda, Miho Adachi, Junya Morioka, Marin Wada, Ryusuke Miyamoto Journal of Robotics and Mechatronics, 2023.12
• 遠隔協調作業における臨場感向上のための単眼カメラによる部屋の3次元構造の推定
  Junya Morioka, 政木研人, 宮本龍介 ライフインテリジェンスとオフィス情報システム研究会(LOIS), 2024.03
• 3D Structure Estimation of Room Environment Using Semantic Segmentation and Model Fitting
  Junya Morioka, Ryusuke Miyamoto IEEE International Workshop on Metrology for Living Environment (MetroLivEnv) , 2024.06

Award

• グッドプレゼンテーション賞　「遠隔協調作業における臨場感向上のための単眼カメラによる部屋の3次元構造の推定」
  Junya Morioka and Ryusuke Miyamoto ライフインテリジェンスとオフィス情報システム研究会(LOIS), 2024.03

Skill

• Python
• PyTorch
• TensorFlow
• FastAPI
• JavaScript
• React
• Svelte
• Astro
• Docker
• AWS
• Swift
• SwiftUI
• Kotlin
• Ruby
• Sinatra
• PHP
• CodeIgniter
• Blender
• ONNX
• TensorRT

Contact

mjun __at__ mjunya.com