Talha Ilyas

According to our database, Talha Ilyas authored at least 15 papers between 2021 and 2026.

Collaborative distances:

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

2026

Neurosymbolic Framework for Concept-Driven Logical Reasoning in Skeleton-Based Human Action Recognition.

Talha Ilyas, Deval Mehta, Zongyuan Ge

CoRR, May, 2026

2025

Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection.

Talha Ilyas, Duong Nhu, Allison Thomas, Arie Levin, Lim Wei Yap, Shu Gong, David Vera Anaya, Yiwen Jiang, Deval Mehta, Ritesh Warty, Vinayak Smith, Maya Reddy, Euan Wallace, Wenlong Cheng, Zongyuan Ge, Faezeh Marzbanrad

CoRR, October, 2025

A deep learning-based pin precision weeding machine with densely placed needle nozzles.

Hyungjun Jin, Dewa Made Sri Arsa, Talha Ilyas, Jong Hoon Lee, Okjae Won, Seok-Hwan Park, Kumar Sandesh, Sang Cheol Kim, Hyongsuk Kim

Comput. Electron. Agric., 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

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

Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities.

Talha Ilyas, Deval Mehta, Shobi Sivathamboo, Ilma Wijaya, Rob Steele, Hugh Simpson, Lyn Millist, Terence J. O'Brien, Patrick Kwan, Zongyuan Ge

Proceedings of the Applications of Medical Artificial Intelligence, 2025

Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks.

Kishore Gandhi Ponnambalam, Talha Ilyas, Shobi Sivathamboo, Zongyuan Ge, Patrick Kwan, Levin Kuhlmann, Deval Mehta

Proceedings of the AI 2025: Advances in Artificial Intelligence, 2025

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, March, 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

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

Enhanced Gesture Recognition Through Graph-Based Multimodal Fusion.

Mobeen Ur Rehman, Talha Ilyas, Lakmal D. Seneviratne, Irfan Hussain

Proceedings of the IEEE International Conference on Signal Processing, 2024

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., June, 2023

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

2022

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

2021

Multi-Scale Context Aggregation for Strawberry Fruit Recognition and Disease Phenotyping.

Talha Ilyas, Abbas Khan, Muhammad Umraiz, Yongchae Jeong, Hyongsuk Kim

IEEE Access, 2021