Isack Farady

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 11

Top Topics

Defect Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Isack Farady, Chih-Yang Lin, Ming-Ching Chang
PreAugNet: improve data augmentation for industrial defect classification with small-scale training data. J. Intell. Manuf. 35 (3) (2024)
Isack Farady, Chia-Chen Kuo, Sang Le, Chih-Wei Wang, Hui-Fuang Ng, Chih-Yang Lin, Ming-Jen Wang
Seismic Layer Segmentation Models with Channel Attention Block in Carbon Storage Study. EnvSys@MobiSys (2024)
Isack Farady, Vraj Patel, Chia-Chen Kuo, Chih-Yang Lin
ECG Anomaly Detection with LSTM-Autoencoder for Heartbeat Analysis. ICCE (2024)
Isack Farady, Elvin Nur Furqon, Chia-Chen Kuo, Yih-Kuen Jan, Chih-Yang Lin
Pseudo Skin Image Generator (PSIG-Net): Ambiguity-free sample generation and outlier control for skin lesion classification. Biomed. Signal Process. Control. 93 (2024)
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
Diagnosis of Alzheimer's Disease Using Convolutional Neural Network With Select Slices by Landmark on Hippocampus in MRI Images. IEEE Access 11 (2023)
Elvin Nur Furqon, Isack Farady, Po-Chiang Lin, Chi-Wen Lung, Wen-Thong Chang, John Sahaya Rani Alex, Chih-Yang Lin
Automated Slice Selection and Labeling of Hippocampus Regions for Alzheimer's Disease. ICCE-Taiwan (2023)
Isack Farady, Chia-Chen Kuo, Hui-Fuang Ng, Chih-Yang Lin
Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection. Sensors 23 (2) (2023)
Gilang Titah Ramadhan, Yori Pusparani, Isack Farady, Elvin Nur Furqon, Chih-Yang Lin, Wen-Hung Chao, John Sahaya Rani Alex, Jeetashree Aparajeeta, Chi-Wen Lung
Deep Learning Approach to Predict Alzheimer's Disease through Magnetic Resonance Images. ICCE-Taiwan (2023)
Isack Farady, Bhagyashri Khimsuriya, Ruchita Sagathiya, Po-Chiang Lin, Chih-Yang Lin
Implementing Multi-Level Features in a Student-Teacher Network for Anomaly Detection. ICCE-Taiwan (2023)
Isack Farady, Shashank, Megha Dey Sarkar, Wen-Thong Chang, Chih-Yang Lin
Evaluation of Additional Augmented Images for Steel Surface Defect Detection. ICCE-TW (2022)
Isack Farady, Chih-Yang Lin, Fityanul Akhyar, R. Roshini, John Sahaya Rani Alex
Evaluation of Data Augmentation on Surface Defect Detection. ICCE-TW (2021)