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Talha Ilyas
Talha Ilyas
Research Assistant at Intelligent Robot Research Center, Jeonbuk National University, Korea.
在 jbnu.ac.kr 的电子邮件经过验证 - 首页
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Ced-net: crops and weeds segmentation for smart farming using a small cascaded encoder-decoder architecture
A Khan, T Ilyas, M Umraiz, ZI Mannan, H Kim
Electronics 9 (10), 1602, 2020
942020
TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification
T Ilyas, ZI Mannan, A Khan, S Azam, H Kim, F De Boer
Neural Networks 151, 1-15, 2022
422022
Multi-scale context aggregation for strawberry fruit recognition and disease phenotyping
T Ilyas, A Khan, M Umraiz, Y Jeong, H Kim
IEEE Access 9, 124491-124504, 2021
322021
Seek: A framework of superpixel learning with cnn features for unsupervised segmentation
T Ilyas, A Khan, M Umraiz, H Kim
Electronics 9 (3), 383, 2020
252020
DAM: Hierarchical adaptive feature selection using convolution encoder decoder network for strawberry segmentation
T Ilyas, M Umraiz, A Khan, H Kim
Frontiers in plant science 12, 591333, 2021
232021
DIANA: A deep learning-based paprika plant disease and pest phenotyping system with disease severity analysis
T Ilyas, H Jin, MI Siddique, SJ Lee, H Kim, L Chua
Frontiers in Plant Science 13, 983625, 2022
132022
A deep learning based approach for strawberry yield prediction via semantic graphics
T Ilyas, H Kim
2021 21st International Conference on Control, Automation and Systems (ICCAS …, 2021
92021
CWD30: A Comprehensive and Holistic Dataset for Crop Weed Recognition in Precision Agriculture
T Ilyas, DMS Arsa, K Ahmad, YC Jeong, O Won, JH Lee, H Kim
arXiv preprint arXiv:2305.10084, 2023
62023
A pixel-level coarse-to-fine image segmentation labelling algorithm
J Lee, T Ilyas, H Jin, J Lee, O Won, H Kim, SJ Lee
Scientific Reports 12 (1), 8672, 2022
62022
Accurate and robust pollinations for watermelons using intelligence guided visual servoing
K Ahmad, JE Park, T Ilyas, JH Lee, JH Lee, S Kim, H Kim
Computers and Electronics in Agriculture 219, 108753, 2024
42024
Enhancing medical image analysis with unsupervised domain adaptation approach across microscopes and magnifications
T Ilyas, K Ahmad, DMS Arsa, YC Jeong, H Kim
Computers in Biology and Medicine 170, 108055, 2024
32024
Overcoming field variability: unsupervised domain adaptation for enhanced crop-weed recognition in diverse farmlands
T Ilyas, J Lee, O Won, Y Jeong, H Kim
Frontiers in Plant Science 14, 1234616, 2023
32023
Eco-friendly weeding through precise detection of growing points via efficient multi-branch convolutional neural networks
DMS Arsa, T Ilyas, SH Park, O Won, H Kim
Computers and Electronics in Agriculture 209, 107830, 2023
32023
Efficient multi-stage feedback attention for diverse lesion in cancer image segmentation
DMS Arsa, T Ilyas, SH Park, L Chua, H Kim
Computerized Medical Imaging and Graphics 116, 102417, 2024
2024
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