3 papers
cs.CV2026
SatEdit: Mask-Conditioned Image Editing via VLM-Guided Segment Annotation
Muhammad Talha, Muhammad Ahmed Amer
Satellite image editing requires spatially precise object-level control, but supervised editing datasets for overhead imagery are costly to build because object masks, semantic lab…
eess.IV2026
SplatStream: Fine Granular Scalable Gaussian Splatting for Adaptive 3D Scene Streaming
Muhammad Talha, William Gordon, Sajid Umair +3
Dynamic 3D Gaussian Splatting (GS) enables high quality real-time rendering for immersive media, but its large representation size and frame-wise redundancy create significant chal…
eess.IV2025
J-SGFT: Joint Spatial and Graph Fourier Domain Learning for Point Cloud Attribute Deblocking
Muhammad Talha, Qi Yang, Zhu Li +2
Point clouds (PC) are essential for AR/VR and autonomous driving but challenge compression schemes with their size, irregular sampling, and sparsity. MPEG's Geometry-based Point Cl…