All Stories

  1. SIMD-CP: SIMD with Redundant Bits Compression and Mixed-Precision Packing for Quantized DNNs

    Article • ACM Transactions on Embedded Computing Systems, October 2025, ACM (Association for Computing Machinery)

    Hayata Kaneko, Professor Lin Meng

  2. YOLO-SM: A Lightweight Single-Class Multi-Deformation Object Detection Network

    Article • IEEE Transactions on Emerging Topics in Computational Intelligence, June 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  3. MCAD: Multi-classification anomaly detection with relational knowledge distillation

    Article • Neural Computing and Applications, May 2024, Springer Science + Business Media

    Professor Lin Meng

  4. IoT-based automatic deep learning model generation and the application on Empty-dish Recycling Robots

    Article • Internet of Things, April 2024, Elsevier

    Professor Lin Meng

  5. Energy-Efficient Online Service Migration in Edge Networks

    Article • IEEE Internet of Things Journal, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  6. Hardware-aware approach to deep neural network optimization

    Article • Neurocomputing, November 2023, Elsevier

    Professor Lin Meng

  7. A Transformer-Based Neural Network for Gait Prediction in Lower Limb Exoskeleton Robots Using Plantar Force

    Article • Sensors, July 2023, MDPI AG

    Professor Lin Meng

  8. Deteriorated Characters Restoration for Early Japanese Books Using Enhanced CycleGAN

    Article • Heritage, May 2023, MDPI AG

    Professor Lin Meng

  9. Model Compression for Deep Neural Networks: A Survey

    Article • Computers, March 2023, MDPI AG

    Professor Lin Meng

  10. Deep Learning Architecture Improvement Based on Dynamic Pruning and Layer Fusion

    Article • Electronics, March 2023, MDPI AG

    Professor Lin Meng

  11. Lightweight deep neural network from scratch

    Article • Applied Intelligence, February 2023, Springer Science + Business Media

    Professor Lin Meng

  12. An Ultralightweight Object Detection Network for Empty-Dish Recycling Robots

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  13. YOLO-MSA: A Multiscale Stereoscopic Attention Network for Empty-Dish Recycling Robots

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  14. Guest Editorial: Special issue on recent developments in advanced mechatronics systems

    Article • CAAI Transactions on Intelligence Technology, November 2022, the Institution of Engineering and Technology (the IET)

    Professor Mingcong Deng, Professor Lin Meng

  15. The early Japanese books reorganization by combining image processing and deep learning

    Article • CAAI Transactions on Intelligence Technology, October 2022, the Institution of Engineering and Technology (the IET)

    Professor Lin Meng

  16. Feature Map Analysis-Based Dynamic CNN Pruning and the Acceleration on FPGAs

    Article • Electronics, September 2022, MDPI AG

    Professor Lin Meng

  17. Dynamic Dataset Augmentation for Deep Learning-based Oracle Bone Inscriptions Recognition

    Article • Journal on Computing and Cultural Heritage, July 2022, ACM (Association for Computing Machinery)

    Professor Lin Meng, LI HENGYI

  18. Design and Acceleration of Field Programmable Gate Array-Based Deep Learning for Empty-Dish Recycling Robots

    Article • Applied Sciences, July 2022, MDPI AG

    Professor Lin Meng

  19. Segmentation and Classification of White Blood Cells Using the UNet

    Article • Contrast Media & Molecular Imaging, July 2022, Hindawi Publishing Corporation

    Professor Lin Meng

  20. An architecture-level analysis on deep learning models for low-impact computations

    Article • Artificial Intelligence Review, June 2022, Springer Science + Business Media

    Professor Lin Meng

  21. Optimizing the Deep Neural Networks by Layer-Wise Refined Pruning and the Acceleration on FPGA

    Article • Computational Intelligence and Neuroscience, June 2022, Hindawi Publishing Corporation

    Professor Lin Meng

  22. Detection of Peripheral Malarial Parasites in Blood Smears Using Deep Learning Models

    Article • Computational Intelligence and Neuroscience, May 2022, Hindawi Publishing Corporation

    Professor Lin Meng

  23. YOLO-GD: A Deep Learning-Based Object Detection Algorithm for Empty-Dish Recycling Robots

    Article • Machines, April 2022, MDPI AG

    Professor Lin Meng

  24. Recognition of Oracle Bone Inscriptions by using Two Deep Learning Models

    Article • International Journal of Digital Humanities, April 2022, Springer Science + Business Media

    Professor Lin Meng

  25. Machine Learning-Based Classification of Human Behaviors and Falls in Restroom via Dual Doppler Radar Measurements

    Article • Sensors, February 2022, MDPI AG

    Professor Lin Meng

  26. Feature Classification-Based Inclination Measurement for Industrial Assembly Platform

    Article • Wireless Communications and Mobile Computing, February 2022, Hindawi Publishing Corporation

    Professor Lin Meng

  27. AI-based Prevention Embedded System Against COVID-19 in Daily Life

    Article • Procedia Computer Science, January 2022, Elsevier

    Professor Lin Meng

  28. Briefly Analysis about CNN Accelerator based on FPGA

    Article • Procedia Computer Science, January 2022, Elsevier

    Professor Lin Meng

  29. Computer-assisted Ancient Documents Re-organization

    Article • Procedia Computer Science, January 2022, Elsevier

    Professor Lin Meng

  30. DKNet: Deep Kuzushiji Characters Recognition Network

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  31. Tracking control of lower limb exoskeleton robot based on human plantar reaction force

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  32. A high-efficiency dirty-egg detection system based on YOLOv4 and TensorRT

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  33. Deep Learning and Image Processing Combined Organization of Shirakawa’s Hand-Notated Documents on OBI Research

    Article • December 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  34. A survey of Convolutional Neural Networks —From software to hardware and the applications in measurement

    Article • Measurement Sensors, December 2021, Elsevier

    Professor Lin Meng

  35. Real-time medicine packet recognition system in dispensing medicines for the elderly

    Article • Measurement Sensors, December 2021, Elsevier

    Professor Lin Meng

  36. Machine learning-based real-time visible fatigue crack growth detection

    Article • Digital Communications and Networks, November 2021, Elsevier

    Professor Lin Meng

  37. Low-Impact Computations in Deep Learning Workloads on SIMD-CPU architecture

    Article • June 2021, ACM (Association for Computing Machinery)

    LI HENGYI, Professor Lin Meng

  38. Volunteer Assisted Collaborative Offloading and Resource Allocation in Vehicular Edge Computing

    Article • IEEE Transactions on Intelligent Transportation Systems, June 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  39. Correction to: Deep learning-based elderly gender classification using Doppler radar

    Article • Personal Technologies, April 2021, Springer Science + Business Media

    Professor Lin Meng

  40. Deep learning-based elderly gender classification using Doppler radar

    Article • Personal Technologies, January 2021, Springer Science + Business Media

    Professor Lin Meng

  41. A Skeleton Analysis Based Fall Detection Method Using ToF Camera

    Article • Procedia Computer Science, January 2021, Elsevier

    Professor Lin Meng

  42. A demystifying convolutional neural networks using Grad-CAM for prediction of coronavirus disease (COVID-19) on X-ray images

    Article • January 2021, Elsevier

    Professor Lin Meng

  43. Deep Leaning based Medicine Packaging Information Recognition for Medication Use in the Elderly

    Article • Procedia Computer Science, January 2021, Elsevier

    Professor Lin Meng

  44. From SOA to VOA: A Shift in Understanding the Operation and Evolution of Service Ecosystem

    Article • IEEE Transactions on Services Computing, January 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  45. Machine Learning based Apathy Classification on Doppler Radar Image for the Elderly Person

    Article • Procedia Computer Science, January 2021, Elsevier

    Professor Lin Meng

  46. Pneumonia Diagnosis on Chest X-Rays with Machine Learning

    Article • Procedia Computer Science, January 2021, Elsevier

    Professor Lin Meng

  47. Rubbing Character Recognition with Machine Learning

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  48. Deep Learning Based Ancient Asian Character Recognition

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  49. Deep Learning based Emotion Recognition IoT System

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  50. South Indian Character Recognition Using Statistical Feature Extraction and Distance Classifier

    Article • December 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  51. Apathy Classification Based on Doppler Radar Image for the Elderly Person

    Article • Frontiers in Bioengineering and Biotechnology, November 2020, Frontiers

    Professor Lin Meng

  52. A Case Study on Rubbing Character Recognition Based on Deep Learning

    Article • October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  53. A Home Security Camera System Based on Cloud and SNS

    Article • August 2020, Springer Science + Business Media

    Professor Lin Meng

  54. A Neck-Floor Distance Analysis-Based Fall Detection System Using Deep Camera

    Article • August 2020, Springer Science + Business Media

    Professor Lin Meng

  55. Stereo Vision-Based Depth Estimation

    Article • August 2020, Springer Science + Business Media

    Professor Lin Meng

  56. A Method of Japanese Ancient Text Recognition by Deep Learning

    Article • Procedia Computer Science, January 2020, Elsevier

    Professor Lin Meng

  57. A branch-and-bound approach to scheduling of data-parallel tasks on multi-core architectures

    Article • International Journal of Embedded Systems, January 2020, Inderscience Publishers

    Professor Lin Meng

  58. A Complete Methodology for Kuzushiji Historical Character Recognition using Multiple Features Approach and Deep Learning Model

    Article • International Journal of Advanced Computer Science and Applications, January 2020, The Science and Information Organization

    Professor Lin Meng

  59. A self-learning fall detection system for elderly persons using depth camera

    Article • International Journal of Advanced Mechatronic Systems, January 2020, Inderscience Publishers

    Professor Lin Meng

  60. An Edge Computing Based Fall Detection System for Elderly Persons

    Article • Procedia Computer Science, January 2020, Elsevier

    Professor Lin Meng

  61. Camera motion estimation algorithm for IoT devices based on optimized feature tracking method

    Article • Procedia Computer Science, January 2020, Elsevier

    Professor Lin Meng

  62. Machine Learning Based Features Matching for Fatigue Crack Detection

    Article • Procedia Computer Science, January 2020, Elsevier

    Professor Lin Meng

  63. Motion estimation-based inclination measurement of industrial assembly platform

    Article • International Journal of Advanced Mechatronic Systems, January 2020, Inderscience Publishers

    Professor Lin Meng

  64. Online Scheduling Optimization for DAG-Based Requests Through Reinforcement Learning in Collaboration Edge Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  65. QoE-Constrained Concurrent Request Optimization Through Collaboration of Edge Servers

    Article • IEEE Internet of Things Journal, December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  66. Lucas-Kanade Optical Flow Based Camera Motion Estimation Approach

    Article • October 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  67. Deep Learning based Ancient Literature Recognition and Preservation

    Article • September 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  68. Robust Self-Adaptation Fall-Detection System Based on Camera Height

    Article • Sensors, August 2019, MDPI AG

    Professor Lin Meng

  69. Fall Detection of Elderly Persons by Action Recognition Using Data Augmentation and State Transition Diagram

    Article • August 2019, Springer Science + Business Media

    Yuji Iwahori, Professor Lin Meng

  70. A Dynamic Height Analysis on Vision Based Fall Detection System

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  71. An approach for signature recognition using contours based technique

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  72. Camera Motion Estimation and optimization Approach

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  73. Deep Learning and Lexical Analysis Combined Rubbing Character Recognition

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  74. Detection and Classification of Human Motion in Blind Area Using Micro-Doppler Radar: Fundamental Experiments Toward the Prediction of Dash-out from Blind Area

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  75. Gender Classification of Elderly People using Doppler Radar Images based on Machine Learning

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  76. Multiple States Fall Detection System for Senior Citizens

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  77. Signature Recognition and Verification Using Multiple Classifiers Combination of Hu’s and HOG Features

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  78. The Early Japanese Books Text Line Segmentation base on Image Processing and Deep Learning

    Article • August 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  79. Dynamic human contact prediction based on naive Bayes algorithm in mobile social networks

    Article • Software Practice and Experience, July 2019, Wiley

    Professor Lin Meng

  80. Three-States-Transition Method for Fall Detection Algorithm Using Depth Image

    Article • Journal of Robotics and Mechatronics, February 2019, Fuji Technology Press Ltd.

    Professor Lin Meng

  81. A HOG-SVM Based Fall Detection IoT System for Elderly Persons Using Deep Sensor

    Article • Procedia Computer Science, January 2019, Elsevier

    Yuji Iwahori, Professor Lin Meng

  82. A Genetic Algorithm for Scheduling of Data-parallel Tasks on Multicore Architectures

    Article • IPSJ Transactions on System and LSI Design Methodology, January 2019, Information Processing Society of Japan

    Professor Lin Meng

  83. Discussion on Machine Learning and Deep Learning based Makeup Considered Eye Status Recognition for Driver Drowsiness

    Article • Procedia Computer Science, January 2019, Elsevier

    Professor Lin Meng

  84. Front vehicle detection based on parallel Blob detection using quad-pipeline on FPGA

    Article • International Journal of Modelling Identification and Control, January 2019, Inderscience Publishers

    Professor Lin Meng

  85. Oracle Bone Inscription Detector Based on SSD

    Article • January 2019, Springer Science + Business Media

    Professor Lin Meng

  86. Recognition of Oracle Bone Inscriptions Using Deep Learning based on Data Augmentation

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  87. A Privacy Protected Fall Detection IoT System for Elderly Persons Using Depth Camera

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  88. Distance Measurement and Camera Calibration based on Binocular Vision Technology

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  89. A Low-Cost Edge Server Placement Strategy in Wireless Metropolitan Area Networks

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  90. Boundary Region Detection for Continuous Objects in Wireless Sensor Networks

    Article • Wireless Communications and Mobile Computing, January 2018, Hindawi Publishing Corporation

    Professor Lin Meng

  91. The Role of p53 Localised in Cytosol and Mitochondria During Reprogramming to iPS Cells

    Article • European Cardiology Review, January 2018, Medical Media Communications, Ltd. T/A Radcliffe Cardiology

    Professor Lin Meng

  92. Ancient Asian Character Recognition for Literature Preservation and Understanding

    Article • January 2018, Springer Science + Business Media

    Professor Lin Meng

  93. The Development of Underwater-Drone equipped with 360-degree Panorama Camera in Opensource Hardware

    Article • Procedia Computer Science, January 2018, Elsevier

    Professor Lin Meng

  94. Underwater-Drone With Panoramic Camera for Automatic Fish Recognition Based on Deep Learning

    Article • IEEE Access, January 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  95. Unlocking Potential Knowledge Hidden in Rubbing:

    Article • January 2018, Springer Science + Business Media

    Professor Lin Meng

  96. Dangerous Situation Detection for Elderly Persons in Restrooms Using Center of Gravity and Ellipse Detection

    Article • Journal of Robotics and Mechatronics, December 2017, Fuji Technology Press Ltd.

    Professor Lin Meng

  97. Fall detection for elderly persons using a depth camera

    Article • December 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  98. A combined recognition system for oracle bone inscriptions

    Article • International Journal of Advanced Mechatronic Systems, January 2017, Inderscience Publishers

    Professor Lin Meng

  99. A dual-mode scheduling approach for task graphs with data parallelism

    Article • International Journal of Embedded Systems, January 2017, Inderscience Publishers

    Professor Lin Meng

  100. Recognition of Oracle Bone Inscriptions by Extracting Line Features on Image Processing

    Article • January 2017, Scitepress

    Professor Lin Meng

  101. Two-Stage Recognition for Oracle Bone Inscriptions

    Article • January 2017, Springer Science + Business Media

    Professor Lin Meng

  102. Danger situations detection for the senior in toilet room using the center of gravity

    Article • November 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  103. Artificial Haze Immune Algorithm for Image Processing

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  104. Detecting cracks on a concrete surface using histogram of oriented gradients

    Article • August 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  105. FPGA-based BLOB Detection Using Dual-pipelining (Abstract Only)

    Article • February 2015, ACM (Association for Computing Machinery)

    Professor Lin Meng

  106. An optimal scheduling for using chain technique on superscalar processor

    Article • International Journal of Advanced Mechatronic Systems, January 2015, Inderscience Publishers

    Professor Lin Meng

  107. A dual-mode scheduling algorithm for task graphs with data parallelism

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  108. Scheduling on a superscalar processor using the chain technique

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  109. A toilet danger detection system for aged people

    Article • March 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  110. Combining ALU chaining with two-direction address renaming load value prediction

    Article • International Journal of Advanced Mechatronic Systems, January 2014, Inderscience Publishers

    Professor Lin Meng

  111. Novel List Scheduling Strategies for Data Parallelism Task Graphs

    Article • International Journal of Networking and Computing, January 2014, IJNC Editorial Committee

    Professor Lin Meng

  112. A CAM-Based Separated BTB for a Superscalar Processor

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  113. List Scheduling Strategies for Task Graphs with Data Parallelism

    Article • December 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng

  114. Control Independence Using Dual Renaming

    Article • November 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Professor Lin Meng