17 citations · 40 across the 7 of their papers we have counts for
7 papers
FaceSnap: Real-Time Personalized Lightstage Facial Performance Capture
Rukhshanda Hussain, Noé Artru, Emeline Got +6
Lightstage facial capture produces production-quality digital humans, but it is resource and labor-intensive. Multi-camera setups, hours of computation, and massive data storage cr…
Skullptor: High Fidelity 3D Head Reconstruction in Seconds with Multi-View Normal Prediction
Noé Artru, Rukhshanda Hussain, Emeline Got +3
Reconstructing high-fidelity 3D head geometry from images is critical for a wide range of applications, yet existing methods face fundamental limitations. Traditional photogrammetr…
FSViewFusion: Few-Shots View Generation of Novel Objects
Rukhshanda Hussain, Hui Xian Grace Lim, Borchun Chen +2
Novel view synthesis has observed tremendous developments since the arrival of NeRFs. However, Nerf models overfit on a single scene, lacking generalization to out of distribution…
Prompting classes: Exploring the Power of Prompt Class Learning in Weakly Supervised Semantic Segmentation
Balamurali Murugesan, Rukhshanda Hussain, Rajarshi Bhattacharya +2
Recently, CLIP-based approaches have exhibited remarkable performance on generalization and few-shot learning tasks, fueled by the power of contrastive language-vision pre-training…
UT-Net: Combining U-Net and Transformer for Joint Optic Disc and Cup Segmentation and Glaucoma Detection
Rukhshanda Hussain, Hritam Basak
Glaucoma is a chronic visual disease that may cause permanent irreversible blindness. Measurement of the cup-to-disc ratio (CDR) plays a pivotal role in the detection of glaucoma i…
An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation
Hritam Basak, Rajarshi Bhattacharya, Rukhshanda Hussain +1
The scarcity of pixel-level annotation is a prevalent problem in medical image segmentation tasks. In this paper, we introduce a novel regularization strategy involving interpolati…
DFENet: A Novel Dimension Fusion Edge Guided Network for Brain MRI Segmentation
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. Wit…