Akashi Takuya

Affiliation and department：
Job title： Associate professor

Research field (1)： Perceptual information processing

Research theme for competitive and other funds (6)：

2022 - 2025 Basic Research of Cognitive Developmental Robotics with Postdiction and Brain History
2019 - 2023 Effective use of evolutionary adversarial learning and temporal feature to improve deep learning performatnce
2016 - 2020 Optimization Technology of Sport Motion Analysis and Estimation System by Non-contact and Non-invasive Big Data
2017 - 2019 Research for big data acquisition for a behavior analysis and estimation(Fostering Joint International Research)
2014 - 2016 Non-contact and Non-invasive 3D Motion Sensing without a burden on an operator or an athlete

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Papers (165)：

Katsuya Hotta, Takuya Akashi, Shogo Tokai, Chao Zhang. PMSSC: Parallelizable multi-subset based self-expressive model for subspace clustering. Computational Visual Media. 2023. 9. 3. 479-494
Junya Sato, Yueqi Zhao, Takuya Akashi. Seat Belt Detection Using Genetic Algorithm-Based Template Matching. IEEJ Journal of Industry Applications. 2023
Min Zou, Yoichi Kageyama, Takuya Akashi. Curb Detection Using a Novel Deep Learning Framework Based on YOLO-v2. IEEJ Transactions on Electrical and Electronic Engineering. 2022. 17. 9. 1321-1329
Junya Sato, Takayoshi Yamada, Kazuaki Ito, Takuya Akashi. Artificial Bee Colony for Affine and Perspective Template Matching. IEEJ Transactions on Electrical and Electronic Engineering. 2022. 17. 4. 566-574
Takumi Nakane, Takuya Akashi, Chao Zhang. Template Matching via Search History Driven Genetic Algorithm. INTERNATIONAL WORKSHOP ON ADVANCED IMAGING TECHNOLOGY (IWAIT) 2022. 2022. 12177

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MISC (7)：

佐藤惇哉, 山田貴孝, 伊藤和晃, 相澤宏旭, 加藤邦人, 明石卓也. Parameter-Less Evolutionary Search を用いたテンプレートマッチング. 動的画像処理実利用化ワークショップ DIA2018. 2018. IS2-27
佐藤惇哉, 相澤宏旭, 加藤邦人, 山田貴孝, 伊藤和晃, 明石卓也. GAを用いた深層学習の学習係数最適化に関する検討. ビジョン技術の実利用ワークショップ ViEW2017,IS1-C1. 2017. 76-77
YONEKURA Tatsuro, KOYAMA Takeshi, NAKANO Toshihiro, HAGIHARA Yoshihiro, AKASHI Takuya, KIM Chyon Hae, SASAKI Makoto, TAKAGI Motoki, MIYOSHI Tasuku. Study on Underwater Robot to Investigate Condition of Ship's bottom. The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec). 2017. 2017. 2P1-E12
小山猛, 米倉達郎, 萩原義裕, 明石卓也, KIM Chyon Hae, 佐々木誠, 高木基樹, 三好扶. 実地試験に向けた水槽底掃除ロボットに関する研究. 計測自動制御学会システムインテグレーション部門講演会(CD-ROM). 2016. 17th
TOMINO Kazuya, TANAKA Kanya, WAKASA Yuji, AKASHI Takuya. 1507 The Sleep Monitoring System using a Pulsometer. 2009. 2009. 47. 525-526

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Awards (13)：

2021/09 - The Institute of Industrial Applications Engineers Best paper Award Sifting Method of Defect Candidate on Coated Automobile Roofs based on Binarization and Brightness Difference
2018/09/10 - The 6th IIAE International Conference on Intelligent Systems and Image Processing 2018 Best Presentation Award Merging Scored Bounding Boxes with Gaussian Mixture Model for Object Detection
2014/08/26 - The 2nd International Conference on Intelligent Systems and Image Processing ICISIP2014 Best Student Paper Award Face Tracking with Protection of the Privacy using Color Histogram and Evolutionary Video Processing
2013/10/21 - 2013 International Conference on Cyberworlds Best Poster Awards Sensing of Traffic flow in Real World for Reconstruction in VR
2013/07/12 - 平成25年度4校学術交流会(弘前大学理工学研究科・岩手大学工学部・一関工業高等専門学校・八戸工業高等専門学校) 優秀発表賞立方体の特性と進化的手法を利用した実世界における立方体の姿勢推定

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