Plant disease detection in imbalanced datasets using efficient convolutional neural networks with stepwise transfer learning M Ahmad, M Abdullah, H Moon, D Han IEEE Access 9, 140565-140580, 2021 | 109 | 2021 |
Facial expression recognition in videos: An CNN-LSTM based model for video classification M Abdullah, M Ahmad, D Han 2020 International Conference on Electronics, Information, and Communication …, 2020 | 45 | 2020 |
Small Object Detection in Aerial Imagery using RetinaNet with Anchor Optimization M Ahmad, M Abdullah, D Han 2020 International Conference on Electronics, Information, and Communication …, 2020 | 26 | 2020 |
Image classification based on automatic neural architecture search using binary crow search algorithm M Ahmad, M Abdullah, H Moon, SJ Yoo, D Han IEEE Access 8, 189891-189912, 2020 | 24 | 2020 |
A novel encoding scheme for complex neural architecture search M Ahmad, M Abdullah, D Han 2019 34th International Technical Conference on Circuits/Systems, Computers …, 2019 | 10 | 2019 |
Crop-saving with AI: latest trends in deep learning techniques for plant pathology Z Salman, A Muhammad, MJ Piran, D Han Frontiers in Plant Science 14, 2023 | 8 | 2023 |
Generating Synthetic Disguised Faces with Cycle-Consistency Loss and an Automated Filtering Algorithm M Ahmad, U Cheema, M Abdullah, S Moon, D Han Mathematics 10 (1), 4, 2021 | 7 | 2021 |
Harnessing the Power of Diffusion Models for Plant Disease Image Augmentation A Muhammad, S Zafar, K Lee, D Han Frontiers in Plant Science 14, 1280496, 2023 | 6 | 2023 |
Hierarchical Attention Approach in Multimodal Emotion Recognition for Human Robot Interaction Muhammad Abdullah, Mobeen Ahmad, Dongil Han 2021 36th International Technical Conference on Circuits/Systems, Computers …, 2021 | 5 | 2021 |
GAN vs Diffusion: Instance-Aware Inpainting on Small Datasets A Muhammad, K Lee, C Lim, J Hyeon, Z Salman, D Han 2023 International Technical Conference on Circuits/Systems, Computers, and …, 2023 | 4 | 2023 |
Identification and Recognition of Pests and Diseases in Pepper using Transfer Learning Mobeen Ahmad, Muhammad Abdullah, Dongil Han 2018, The 4th International Conference on Next Generation Computing 2018, 2018 | 3 | 2018 |
Neural Architecture Search using Crow Search Algorithm Muhammad Abdullah, Mobeen Ahmad, Dongil Han 2019 34th International Technical Conference on Circuits/Systems, Computers …, 2019 | 2 | 2019 |
Small Objects and Faults Detection on Corrugated Metal Roof using Drone equipped with Deep Learning M Abdullah, M Ahmad, YG Kim, D Han 2022 37th International Technical Conference on Circuits/Systems, Computers …, 2022 | 1 | 2022 |
Model Comparison Study for Microscopic Symptom Classification of Plant Diseases Chaejin Lim, Junhee Hyeon, Muhammad Abdullah, Kiseong Lee, Seonu Park ... The 8th International Conference On Consumer Electronics (ICCE) Asia, 2023, 2023 | | 2023 |
A Novel Independent Monitoring Model for Efficient Out-of-Distribution Detection in CNNs: Utilizing The Forward-Forward Algorithm Junhee Hyeon, Chaejin Lim, Seonu Park, Abdullah Muhammad, Kiseong Lee ... The 8th International Conference On Consumer Electronics (ICCE) Asia, 2023, 2023 | | 2023 |
Enhancing Plant Disease Identification through Innovative Image Synthesis: A Study of InstaGAN and Data Augmentation in Agriculture Kiseong Lee, Abdullah Muhammad, Chaejin Lim, Junhee Hyeon, Dongil Han The 8th International Conference on Consumer Electronics (ICCE) Asia, 2023, 2023 | | 2023 |
Drone-Based Inspection of Broken and Defected Pipes on Metal Roofs A Muhammad, K Lee, C Lim, J Hyeon, Z Salman, D Han 2023 International Technical Conference on Circuits/Systems, Computers, and …, 2023 | | 2023 |
GAN based Visible to Thermal Image Translation M Abdullah, AH Lee, D Han 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-3, 2022 | | 2022 |
Deep Learning based Facility Drain Inspection using Class Balancing with Synthesized Image Generation AH Lee, M Abdullah, J SeoHyun, D Han 2022 IEEE International Conference on Consumer Electronics-Asia (ICCE-Asia), 1-3, 2022 | | 2022 |
One-Shot Synthetic Disguised Face Generation to improve Robustness against Disguise Attacks M Ahmad, M Abdullah, D Han 2022 37th International Technical Conference on Circuits/Systems, Computers …, 2022 | | 2022 |