Researcher Database

（Last updated : 2023-10-03 22:42:50）

MENG LIN

Department / Course College of Science and Engineering Department of Electronic and Computer Engineering

Title / Position Associate Professor

Other Affiliations
1.	Research Organization of Science and Technology VLSI Center
2.	Graduate School of Science and Engineering
3.	Kinugasa Research Organization Art Research Center

Academic background
1.	～2011/03	Doctoral Program (2nd Semester) │ Graduate School of Science and Engineering │ Ritsumeikan University
2.	2012/03 Degree Acquisition	│ Ritsumeikan　Univ． PH.D

Business career
1.	2023/04/01	Associate Fellow │ │ Ritsumeikan Advanced Research Academy
2.	2019/04/01	Associate Professor │ College of Science and Engineering, │ Ritsumeikan Univ.
3.	2018/04/01 ～ 2019/03/31	Lecturer │ College of Science and Engineering, │ Ritsumeikan Univ.
4.	2017/04/01 ～ 2018/03/31	│ │ 京都産業大学非常勤講師（兼任）
5.	2015/09/13 ～ 2016/03/18	Visiting Scholar (USA) │ Department of Computer Science and Engineering, │ Minnesota University at Twin Cities,
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Committee and society
1.	2022 ～ 2022	2022 35th International Conference on Computer Animation and Social Agents Technical Programming Committee
2.	2022 ～ 2022	2022 International Conference on Cyber-physical Social Intelligence Technical Programming Committee
3.	2022 ～ 2023	IEEE International Conference on Networking, Sensing and Control TPC
4.	2022 ～	Intl. J. of Human Factors Modelling and Simulation, Inderscience Associate Editors
5.	2022 ～	Int. J. of Advanced Mechatronic Systems, inderscience Editorial Board Members
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Research activities
1.		Association for Computing Machinery (ACM)
2.		Institute of Electrical and Electronics Engineers (IEEE):Senior Member
3.		Information Processing Society of Japan (IPSJ)
4.		The Institute of Electrical Engineers of Japan
5.		IEICE

Subject of research
1.	High Performance Computing: (1) High performance Computing for Deep Learning (2) image processing and deep learning on FPGA (3) Computer Architecture
2.	AI based cultural heritage preservation and protection (1)ancient characters (oracle bone inscriptions, cursive style) recognition (2) Unlocking potential knowledge hidden in ancient literature using deep learning and spatiotemporal database (3) Early Japanese Books understanding
3.	AI based IoT system (1)AI + Industry (2)Elderly person protection system

Present specialized field
Computer system, Perceptual information processing (Keyword：Computer Architecture, High-performance Computing (FPGA,GPU) Image Recognition, Image processing, Deep Learning)

Books
1.	2017/03	Recognition of oracle bone inscriptions using image processing │ ,pp.44-51 (Co-authored)
2.	2017/03	Recognition of oracle bone inscriptions using image processing │ ,pp.1-197 (Sole-authored)

Papers
1.	2023/10	Hardware-aware approach to deep neural network optimization │ Neurocomputing │ (Co-authored)
2.	2023/09	YOLO-MSA: A Multi-scale Stereoscopic Attention Network for Empty-Dish Recycling Robots │ IEEE Transactions on Instrumentation & Measurement │ (Co-authored)
3.	2023/08	深層学習を用いた古代文献の整理 ――甲骨文字、白川トレース、日本古典籍 │ ART RESEARCH │ 24 (1),pp.29-36 (Co-authored)
4.	2023/07	A Transformer-based Neural Network for Gait Prediction in Lower Limb Exoskeleton Robot Using Plantar Force │ Sensors │ 23 (14),pp.1-17 (Co-authored)
5.	2023/05/14	Deteriorated Characters Restoration for Early Japanese Books using Enhanced CycleGAN │ Heritage │ 6 (5),pp.4345-4361 (Co-authored)
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Academic conference presentation
1.	2023/10/03	Optimized Vision Transformer for Dementia Diagnosis using Micro-Doppler Radar (2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC).)
2.	2023/09/11	AI Model Design and the Challenging of CPU Acceleration by ChatGPT (IEE Wordkshop)
3.	2023/09/05	An Attempt at Zero-shot Ancient Document Restoration Based on Diffusion Models (In proceedings of the 2023 International Conference on Advanced Mechatronic Systems (ICAMechS 2023))
4.	2023/09/04	Defect Detection of Apples using PatchCore (In proceedings of the 2023 International Conference on Advanced Mechatronic Systems (ICAMechS 2023))
5.	2023/09/04	Enhanced YOLO using Attention for Apple grading (In proceedings of the 2023 International Conference on Advanced Mechatronic Systems (ICAMechS 2023))
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Other research achievements
1.	2019/10/26 ～ 2019/10/26	Invited talk (special speaker):Culture Heritage Protection based on Artificial Intelligence (第九回全国(中国)文字と計算機学術研討会)
2.	2018/11/23 ～ 2018/11/25	Invited talk (special speaker):Oracle Bone Inscriptions Recognition by Image Processing and Deep Learning (the 1st international Symposium on Oracle Bone Inscriptions Informaion Processing (ISOBI 2018))
3.	2018/05/14 ～ 2018/05/15	Invited talk (special speaker):Artificial Intelligence for Computer Science and Image Recognition (ICETE-2018 (International Conference on Emerging Trends in Engineering))
4.	2017/04/01 ～ 2018/03/31	学生奨励賞　第80回全国大会情報処理学会全国大会 (紙徳直生，伊藤大喜，多田晃己，孟林, 山崎勝弘,“深層学習を用いた甲骨文字認識”，情報処理学会第80 回全国大会, 2S-07, Mar.2017)
5.	2016/04/01 ～ 2017/03/31	学生奨励賞　第78回全国大会情報処理学会全国大会 (真崎世文, 孟林，山崎勝弘,“FPGA上でのクアッドパイプラインを用いたBLOB検出,”情報処理学会第78回全国大会，査読無，2H-05, Mar.2016.)
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Works
1.	2023/06/16	Modern Deep Learning Models Optimization, Acceleration and the Applications (Hassan, Karnataka, India.)
2.	2022/12/05	分野横断のAI研究について (Kindai)
3.	2022/02/03	Research on modern artificial intelligence applications - From cultural heritage inheriting to emergency social problem solutions (Allahabad)

Winning science prize
1.	2019/05	International Conference on Artificial Intelligence and Data Engineering Best Paper Award (A Neck-floor Distance Analysis Based Fall Detection System Using Deep Camera)
2.	2019/05	The Tenth China Students Service Outsourcing Innovation and Entrepreneurship Competition The Belt and Road Communication Award (Mimamoru System for Elderly Persons)

Achievements of joint.Funded research
1.	2016/03 ～ 2017/03	CS と FPGA技術を融合した複雑天候での高速高精度なＩＴＳシステムの設計と実現 │ Joint research
2.	2013/10 ～ 2015/05	老人見守りシステムの高速化に関する研究 │ Consigned Research by Company

Acquisition patent
1.		エッジ検出によるトイレ見守り方法およびこれに用いるトイレ見守り装置（2015-109063）
2.	2016	地域ネットワーク型駐車システムおよび地域駐車支援方法（2017-134751）

Home Page
google scholar
RARA Associate

External Researcher ID
ORCID ID
0000-0003-4351-6923