Multi-Scale Context Aggregation for Strawberry Fruit Recognition and Disease Phenotyping. - Talha Ilyas; Abbas Khan; Muhammad Umraiz; Yongchae Jeong; Hyongsuk Kim (IEEE Access, 2021)

TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification. - Talha Ilyas; Zubaer Ibna Mannan; Abbas Khan; Sami Azam; Hyongsuk Kim; Friso De Boer (Neural Networks, 2022)

CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture. - Talha Ilyas; Dewa Made Sri Arsa; Khubaib Ahmad; Yongchae Jeong; Okjae Won; Jong Hoon Lee; Hyongsuk Kim (CoRR, 2023)

Eco-friendly weeding through precise detection of growing points via efficient multi-branch convolutional neural networks. - Dewa Made Sri Arsa; Talha Ilyas; Seok-Hwan Park; Okjae Won; Hyongsuk Kim (Comput. Electron. Agric., 2023)

Enhanced Gesture Recognition Through Graph-Based Multimodal Fusion. - Mobeen Ur Rehman; Talha Ilyas; Lakmal D. Seneviratne; Irfan Hussain (ICSPCC, 2024)

Accurate and robust pollinations for watermelons using intelligence guided visual servoing. - Khubaib Ahmad; Ji-Eun Park; Talha Ilyas; Jong-Hoon Lee; Ji-Hoon Lee; Sangcheol Kim; Hyongsuk Kim (Comput. Electron. Agric., 2024)

Efficient multi-stage feedback attention for diverse lesion in cancer image segmentation. - Dewa Made Sri Arsa; Talha Ilyas; Seok-Hwan Park; Leon O. Chua; Hyongsuk Kim (Comput. Medical Imaging Graph., 2024)

Enhancing medical image analysis with unsupervised domain adaptation approach across microscopes and magnifications. - Talha Ilyas; Khubaib Ahmad; Dewa Made Sri Arsa; Yongchae Jeong; Hyongsuk Kim (Comput. Biol. Medicine, 2024)

Robust Multi-Input Multi-Output Analysis for Crop Row Segmentation and Furrow Line Detection in Diverse Agricultural Fields. - Muhammad Ibrahim Zain Ul Abideen; Dewa Made Sri Arsa; Talha Ilyas; HyungGi Jo; Sang Cheol Kim; Hyongsuk Kim (IEEE Access, 2025)

CWD30: A new benchmark dataset for crop weed recognition in precision agriculture. - Talha Ilyas; Dewa Made Sri Arsa; Khubaib Ahmad; Jonghoon Lee; Okjae Won; Hyeonsu Lee; Hyongsuk Kim; Dong Sun Park (Comput. Electron. Agric., 2025)