Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV-2025), 2025
Convolution and self-attention-free Mamba-based semantic Segmentation Network named CAMS-Net, Linearly Interconnected Factorized Mamba (LIFM) block, Mamba-based Channel Aggregator and Spatial Aggregator
Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV-2025), 2025
Multitask compositional segmentation, Cross-Modal Feature Integration (CMFI) module to leverage the metadata related to cardiac imaging.
Published in Preprint on arXiv, 2024
Cardiac MRI, Image Segmentation, Short-Axis, Long-Axis, Transformation Priors, Sequential Segmentation
Published in 21st IEEE International Symposium on Biomedical Imaging (ISBI), 2024
Cardiac image segmentation, Efficient additive attention, Cross-attention, Specialist networks
Published in MICCAI 2023 Challenge on Segmentation of the Aorta, 2023
Aorta Segmentation, Aortic vessel trees, Misclassification loss, False Prediction Loss function for segmentation
Published in 20th International Symposium on Biomedical Imaging (ISBI-2023), 2023
Multi-modal fusion, Outer-arithmetic fusion, Cancer grade classification.
Published in ACII 2022, 2022
Computational art, Facial expressions, Deep learning, Sculptures, Buddhas, Mlti-label classification.
Published in LAScarQS 2022: Left Atrial and Scar Quantification & Segmentation Challenge in conjunction with STACOM and MICCAI 2022 (Sep 18th, 2022, Singapore), 2022
Left Atrial segmentation, Scar quantification, Atrial fibrillation (AF), Multi-scale Weight Sharing NetworkBoundary2patches.
Published in Frontiers in Plant Science, 2021
semantic segmentation, convolutional neural network, encoder-decoder architecture, fruit segmentation, channel attention, spatial attention, segmentation grad-cam, autonomous harvesting.
Published in IEEE Access, 2021
Convolutional neural networks, Encoder-decoder architecture, Medical image processing, Semantic segmentation.
Published in MDPI Electronics, 2020
Crops and weeds segmentation; Smart farming; Convolutional neural network; Cascaded encoder-decoder network; Semantic segmentation