no code implementations • 11 Mar 2024 • Rukhshanda Hussain, Hui Xian Grace Lim, BorChun Chen, Mubarak Shah, Ser Nam Lim
Second, we establish that the concept of a view can be disentangled and transferred to a novel object irrespective of the original object's identify from which the views are learnt.
2 code implementations • 30 Jun 2023 • Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya, Ismail Ben Ayed, Jose Dolz
First, modifying only the class token of the text prompt results in a greater impact on the Class Activation Map (CAM), compared to arguably more complex strategies that optimize the context.
Few-Shot Learning Weakly supervised Semantic Segmentation +1
no code implementations • 8 Mar 2023 • Rukhshanda Hussain, Hritam Basak
The proposed model has been implemented for joint OD and OC segmentation on three publicly available datasets: DRISHTI-GS, RIM-ONE R3, and REFUGE.
1 code implementation • 1 Feb 2022 • Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain, Agniv Chatterjee
The scarcity of pixel-level annotation is a prevalent problem in medical image segmentation tasks.
no code implementations • 17 May 2021 • Hritam Basak, Rukhshanda Hussain, Ajay Rana
The rapid increment of morbidity of brain stroke in the last few years have been a driving force towards fast and accurate segmentation of stroke lesions from brain MRI images.