Published in IEEE Access, 2021
Medical Image Segmentation.
Khan. A,H. Kim and L. Chua. "PMED-Net: Pyramid Based Multi-Scale Encoder-Decoder Network for Medical Image Segmentation." IEEE Access , 2021(9). doi:10.1109/ACCESS.2021.3071754
Published in Frontiers in Plant Science, 2021
Autonomous harvesters and Strawberry Segmentation
Ilyas, T.;. Khan. A, ; Umraiz, M.; H. Kim,, (2020). "DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation ." Frontiers in Plant Science, 121(11). doi:10.3389/fpls.2021.591333
Published in MDPI Electronics, 2020
Identify the precise location of weeds and crops on farmland
Khan. A,Ilyas, T.,Umraiz M., Manan Z., Kim H., "CED-Net: Crops and Weeds Segmentation for Smart Farming Using a Small Cascaded Encoder-Decoder Architecture." MDPI Electronics, , 2020(9). doi:10.3390/electronics9101602
Published in Springer Link: Pattern Analysis and Applications , 2020
Deep Transfer Learning for HRI
Ilyas, C.M.A., Rehm, M., Nasrollahi, K. et al. Deep transfer learning in human–robot interaction for cognitive and physical rehabilitation purposes. Pattern Anal Applic (2021). https://doi.org/10.1007/s10044-021-00988-8