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法沙可 ISACK FARADY 助理教授 Assistant Professor

  • Research Office：70820 R

  • (03)463-8800分機 7320

  • isackf@saturn.yzu.edu.tw

  • Student Lab ：Vision Intelligence and Cognitive Engineering Lab (VICE Lab)( 70935R ) TEL：(03) 4638800 Ext. 7011 # 935

  • Education

    Ph.D, Institute of Electrical Engineering,Yuan Ze University

    Professional Experience

    Postdoctoral Research Fellow, National Central University, Taiwan (2023-2024)

    Part-time Researcher, National Center for High-performance Computing, National Applied Research Laboratories, Taiwan (2021-2023)

    Data Communication Engineer, Huawei (2012-2019)

    Research Area

    Computer vision, Pattern recognition, Vision inspection and application.

  • Journal Papers

    1. Chih-Yang Lin, Tun-Yu Huang, Hui-Fuang Ng, Wei-Yang Lin, Isack Farady (2024, Feb). Entropy-boosted Adversarial Patch for Concealing Pedestrians in YOLO Models. IEEE Access.
    2. Isack Farady, Elvin Nur Furqon, Chia-Chen Kuo, Yih-Kuen Jan, Chih-Yang Lin (2024, Jan). Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification. Biomedical Signal Processing and Control. (SCI). nstc 110-2221-E-155-039-MY3.
    3. Yori Pusparani, Chih-Yang Lin, Yih-Kuen Jan, Fu-Yu Lin, Ben-Yi Liau, Peter Ardhianto, Isack Farady, John Sahaya Rani Alex, Jeetashree Aparajeeta, Wen- Hung Chao, Chi-Wen Lung (2023, Jun). Diagnosis of Alzheimer’s Disease using Convolutional Neural Network with Select Slices by Landmark on Hippocampus in MRI Images. IEEE Access, vol. 11, pp. 61688-61697. (SCIE, Impact Factor: 3.9). https://doi.org/10.1109/ACCESS.2023.3285115.
    4. Isack Farady, Chih-Yang Lin, Ming-Ching Chang (2023, Mar). PreAugNet: Improve Data Augmentation for Industrial Defect Classification with Small-scale Training Data. Journal of Intelligent Manufacturing, vol. 1, pp. 1-14. (SCIE, Impact Factor: 8.3). MOST 110-2221-E-155-039-MY3.https://doi.org/10.1007/s10845-023-02109-0.
    5. Isack Farady, Chia-Chen Kuo, Hui-Fuang Ng, Chih-Yang Lin (2023, Jan). Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection. SENSORS, vol.23(2), pp. 988. (SCIE, Impact Factor: 3.9). MOST 110-2221-E-155-039-MY3. https://doi.org/10.3390/s23020988.

  • Conference Papers

    1. Isack Farady, Chia-Chen Kuo, Sang Le, Chih-Wei Wang, Hui-Fuang Ng, Chih- Yang Lin, Ming-Jen Wang (2024, Jun). Seismic Layer Segmentation Models with Channel Attention Block in Carbon Storage Study. Workshop on Advances in Environmental Sensing Systems for Smart Cities.
    2. Isack Farady, Vraj Patel, Chia-Chen Kuo, Chih-Yang Lin (2024, Jan). ECG Anomaly Detection with LSTM-Autoencoder for Heartbeat Analysis. 2024 IEEE International Conference on Consumer Electronics (ICCE). MOST 110-2221-E- 155-039-MY3.
    3. Alifya Febriana, Isack Farady, Po-Chiang Lin, Chih-Yang Lin, Kahlil Muchtar (2023, Aug). Pseudo-LiDAR Meets Agriculture: Leveraging 3D Monocular Point Cloud Processing for Coffee Beans. 2023 2nd International Conference on Computer System, Information Technology, and Electrical Engineering (COSITE). MOST 110-2221-E-115-039-MY3.
    4. Elvin Nur Furqon, Isack Farady, Po-Chiang Lin, Chi-Wen Lung, Wen-Thong Chang, John Sahaya Rani Alex, Chih-Yang Lin (2023, Jul). Automated Slice Selection and Labeling of Hippocampus Regions for Alzheimer’s Disease. 2023 International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan).
    5. Isack Farady, Bhagyashri Khimsuriya, Ruchita Sagathiya, Po-Chiang Lin, Chih- Yang Lin (2023, Jul). Implementing Multi-Level Features in a Student-Teacher Network for Anomaly Detection. 2023 International Conference on Consumer Electronics (ICCE)-Taiwan. MOST 110-2221-E-155-039-MY3.
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