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Author

Talha Ilyas

ORCID: 0000-0002-4168-2998
Observed ORCID: 0000-0002-4168-2998
OpenAlex ID: A5034576810
CED-Net: Crops and Weeds Segmentation for Smart Farming Using a Small Cascaded Encoder-Decoder Architecture
2020 · Abbas Khan, Talha Ilyas, et al. · Electronics · 105
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TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification
2022 · Talha Ilyas, Zubaer Ibna Mannan, et al. · Neural Networks · 75
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Multi-Scale Context Aggregation for Strawberry Fruit Recognition and Disease Phenotyping
2021 · Talha Ilyas, Abbas Khan, et al. · IEEE Access · 42
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Overcoming field variability: unsupervised domain adaptation for enhanced crop-weed recognition in diverse farmlands
2023 · Talha Ilyas, Jonghoon Lee, et al. · Frontiers in Plant Science · 33
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SEEK: A Framework of Superpixel Learning with CNN Features for Unsupervised Segmentation
2020 · Talha Ilyas, Abbas Khan, et al. · Electronics · 27
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DIANA: A deep learning-based paprika plant disease and pest phenotyping system with disease severity analysis
2022 · Talha Ilyas, Hyungjun Jin, et al. · Frontiers in Plant Science · 25
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Accurate and robust pollinations for watermelons using intelligence guided visual servoing
2024 · Khubaib Ahmad, Ji-Eun Park, et al. · Computers and Electronics in Agriculture · 24
DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation
2021 · Talha Ilyas, Muhammad Umraiz, et al. · Frontiers in Plant Science · 23
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CWD30: A new benchmark dataset for crop weed recognition in precision agriculture
2024 · Talha Ilyas, Dewa Made Sri Arsa, et al. · Computers and Electronics in Agriculture · 20
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Eco-friendly weeding through precise detection of growing points via efficient multi-branch convolutional neural networks
2023 · Dewa Made Sri Arsa, Talha Ilyas, et al. · Computers and Electronics in Agriculture · 18
A Deep Learning Based Approach for Strawberry Yield Prediction via Semantic Graphics
2021 · Talha Ilyas, Hyongsuk Kim · International Conference on Control, Automation and Systems (ICCAS) · 18
Enhancing medical image analysis with unsupervised domain adaptation approach across microscopes and magnifications
2024 · Talha Ilyas, Khubaib Ahmad, et al. · Computers in Biology and Medicine · 17
A pixel-level coarse-to-fine image segmentation labelling algorithm
2022 · Jonghyeok Lee, Talha Ilyas, et al. · Scientific Reports · 15
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An intelligent, compact wearable pressure-strain combo sensor system for continuous fetal movement monitoring
2025 · Lim Wei Yap, Arie Levin, et al. · Science Advances · 12
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Efficient multi-stage feedback attention for diverse lesion in cancer image segmentation
2024 · Dewa Made Sri Arsa, Talha Ilyas, et al. · Computerized Medical Imaging and Graphics · 7
Privacy-Centric Seizure Diagnosis via Relation-Aware Fusion of Minimally-Invasive Modalities
2026 · Talha Ilyas, Deval Mehta, et al. · Lecture notes in computer science · 2
Robust Multi-Input Multi-Output Analysis for Crop Row Segmentation and Furrow Line Detection in Diverse Agricultural Fields
2025 · Muhammad Ibrahim Zain Ul Abideen, Dewa Made Sri Arsa, et al. · IEEE Access · 2
Enhanced Gesture Recognition Through Graph-Based Multimodal Fusion
2024 · Mobeen Ur Rehman, Talha Ilyas, et al. · IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) · 2
Towards Objective Obstetric Ultrasound Assessment: Contrastive Representation Learning for Fetal Movement Detection
2026 · Talha Ilyas, Duong Nhu, et al. · IEEE Journal of Biomedical and Health Informatics · 1
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Privacy-Centric Seizure Detection Using Surface Normals, Pose and Segmentation Masks
2025 · Kishore Gandhi Ponnambalam, Talha Ilyas, et al. · Lecture notes in computer science · 1
A deep learning-based pin precision weeding machine with densely placed needle nozzles
2025 · Hyungjun Jin, Dewa Made Sri Arsa, et al. · Computers and Electronics in Agriculture · 1
Adaptive Deep Learning for Crop Weed Discrimination in Unseen Fields
2023 · Talha Ilyas, Hyongsuk Kim, et al. · SSRN Electronic Journal · 1
A Neurosymbolic Framework for Interpretable Skeleton-Based Seizure Detection via Concept-Driven Logical Reasoning
2026 · Talha Ilyas, Deval Mehta, et al. · Lecture notes in computer science
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Distance-guided multi-field-of-view attention for intelligent tumour segmentation in histopathology images
2026 · Ibadullah Kahttana, Talha Ilyas, et al. · Expert Systems with Applications
Neurosymbolic Framework for Concept-Driven Logical Reasoning in Skeleton-Based Human Action Recognition
2026 · Talha Ilyas, Deval Mehta, et al. · International Joint Conference on Artificial Intelligence
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Works count: 27
Citation count: 471
H-index: 13
I10-index: 14
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