3 papers
cs.CV2026
A Persistent Homology Design Space for 3D Point Cloud Deep Learning
Prachi Kudeshia, Jiju Poovvancheri, Amr Ghoneim +1
Persistent Homology (PH) offers stable, multi-scale descriptors of intrinsic shape structure by capturing connected components, loops, and voids that persist across scales, providi…
cs.CV2026
RBF Weighted Hyper-Involution for RGB-D Object Detection
Mehfuz A Rahman, Khushal Das, Jiju Poovvancheri +2
A vast majority of augmented reality devices come equipped with depth and color cameras. Despite their advantages, extracting both photometric and depth features simultaneously in…
cs.CV2024
DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition
Amr Ghoneim, Jiju Poovvancheri, Yasushi Akiyama +1
Image composition is a complex task which requires a lot of information about the scene for an accurate and realistic composition, such as perspective, lighting, shadows, occlusion…