Isack Farady

According to our database, Isack Farady authored at least 15 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PreAugNet: improve data augmentation for industrial defect classification with small-scale training data.

Isack Farady, Chih-Yang Lin, Ming-Ching Chang

J. Intell. Manuf., March, 2024

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, Yih-Kuen Jan, Chih-Yang Lin

Biomed. Signal Process. Control., 2024

Entropy-Boosted Adversarial Patch for Concealing Pedestrians in YOLO Models.

Chih-Yang Lin, Tun-Yu Huang, Hui-Fuang Ng, Wei-Yang Lin, Isack Farady

IEEE Access, 2024

ECG Anomaly Detection with LSTM-Autoencoder for Heartbeat Analysis.

Isack Farady, Vraj Patel, Chia-Chen Kuo, Chih-Yang Lin

Proceedings of the IEEE International Conference on Consumer Electronics, 2024

Utilizing Brain Region Volume Estimations to Enhance Interpretability of Decision Trees for Alzheimer's Disease Classification.

Sang Le, Isack Farady, Chia-Chen Kuo, Po-Chiang Lin, Chih-Yang Lin

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024

Integrating Stable diffusion for Improved Alzheimer's Disease Classification: Insights from MRI Images and YOLOv8.

Junaidul Islam, Elvin Nur Furqon, Isack Farady, John Sahaya Rani Alex, Chia-Chen Kuo, Chih-Yang Lin

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024

Seismic Layer Segmentation Models with Channel Attention Block in Carbon Storage Study.

Isack Farady, Chia-Chen Kuo, Sang Le, Chih-Wei Wang, Hui-Fuang Ng, Chih-Yang Lin, Ming-Jen Wang

Proceedings of the 2nd Workshop on Advances in Environmental Sensing Systems for Smart Cities, 2024

Effective Adversarial Sample Detection for Securing Automatic Speech Recognition.

Chih-Yang Lin, Yan-Zhang Wang, Shou-Kuan Lin, Isack Farady, Yih-Kuen Jan, Wei-Yang Lin

Proceedings of the IEEE International Conference on Advanced Video and Signal Based Surveillance, 2024

2023

Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection.

Isack Farady, Chia-Chen Kuo, Hui-Fuang Ng, Chih-Yang Lin

Sensors, January, 2023

Diagnosis of Alzheimer's Disease Using Convolutional Neural Network With Select Slices by Landmark on Hippocampus in MRI Images.

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

IEEE Access, 2023

Deep Learning Approach to Predict Alzheimer's Disease through Magnetic Resonance Images.

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

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Automated Slice Selection and Labeling of Hippocampus Regions for Alzheimer's Disease.

Elvin Nur Furqon, Isack Farady, Po-Chiang Lin, Chi-Wen Lung, Wen-Thong Chang, John Sahaya Rani Alex, Chih-Yang Lin

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

Implementing Multi-Level Features in a Student-Teacher Network for Anomaly Detection.

Isack Farady, Bhagyashri Khimsuriya, Ruchita Sagathiya, Po-Chiang Lin, Chih-Yang Lin

Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023

2022

Evaluation of Additional Augmented Images for Steel Surface Defect Detection.

Isack Farady, Shashank, Megha Dey Sarkar, Wen-Thong Chang, Chih-Yang Lin

Proceedings of the IEEE International Conference on Consumer Electronics - Taiwan, 2022

2021

Evaluation of Data Augmentation on Surface Defect Detection.

Isack Farady, Chih-Yang Lin, Fityanul Akhyar, R. Roshini, John Sahaya Rani Alex

Proceedings of the IEEE International Conference on Consumer Electronics-Taiwan, 2021