Publications

A curated list of peer-reviewed journal and conference publications by VIC Lab members, presented in reverse chronological order and automatically generated using jekyll-scholar.

2025

  1. CBM
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    Enhancing the Reliability of Alzheimer’s Disease Prediction in MRI Images
    Junaidul Islam, Elvin Nur Furqon, Isack Farady, and 1 more author
    Computers in Biology and Medicine, 2025
  2. JAG
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    ConSeisDiff: A Conditional Diffusion Approach to Mitigate Synthetic–Real Disparities in Seismic Fault Detection
    Isack Farady, Chia-Chen Kuo, Soufiene Sellami, and 1 more author
    Journal of Applied Geophysics, 2025
  3. AVSS
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    A Real-Time Deep Learning Approach to Badminton Player Positioning and Movement Tracking
    Isack Farady, Zhong-Han Lee, and Chih-Yang Lin
    In IEEE AVSS, 2025

2024

  1. JIM
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    PreAugNet: Improving Data Augmentation for Industrial Defect Classification with Small-Scale Training Data
    Isack Farady, Chih-Yang Lin, and Ming-Ching Chang
    Journal of Intelligent Manufacturing, 2024
  2. BSPC
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    Pseudo Skin Image Generator (PSIG-Net): Ambiguity-Free Sample Generation and Outlier Control for Skin Lesion Classification
    Isack Farady, Elvin Nur Furqon, Chia-Chen Kuo, and 2 more authors
    Biomedical Signal Processing and Control, 2024
  3. IEEE Access
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    Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models
    Chih-Yang Lin, Tun-Yu Huang, Hui-Fuang Ng, and 2 more authors
    IEEE Access, 2024
  4. ICCE
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    ECG Anomaly Detection with LSTM-Autoencoder for Heartbeat Analysis
    Isack Farady, Vraj Patel, and others
    In IEEE ICCE, 2024

2023

  1. Sensors
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    Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection
    Isack Farady, Chia-Chen Kuo, Hui-Fuang Ng, and 1 more author
    Sensors, 2023
  2. IEEE Access
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    Diagnosis of Alzheimer’s Disease Using Convolutional Neural Networks with Landmark-Based Hippocampal Slice Selection
    Yori Pusparani, Chih-Yang Lin, Yih-Kuen Jan, and 2 more authors
    IEEE Access, 2023
  3. ICCE-TW
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    Implementing Multi-Level Features in a Student–Teacher Network for Anomaly Detection
    Isack Farady and others
    In IEEE ICCE-Taiwan, 2023

2021

  1. ICCE-TW
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    Evaluation of Data Augmentation on Surface Defect Detection
    Isack Farady, Chih-Yang Lin, and others
    In IEEE ICCE-Taiwan, 2021

2020

  1. BCWSP
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    Mask Classification and Head Temperature Detection Combined with Deep Learning Networks
    Isack Farady, Chih-Yang Lin, and others
    In International Conference on Broadband Communications, Wireless Sensors and Powering, 2020