Ofir Gilad

Ben-Gurion University of the Negev

I'm a researcher in the Faculty of Computer and Information Science at Ben-Gurion University of the Negev, advised by Prof. Andrei Sharf. My work sits at the intersection of computer vision, geometry, and learning — recovering thin and intricate 3D structures, and exploring controlled generative models for point sets.

Selected Publications

StippleDiffusion teaser StippleDiffusion teaser, fullStippleDiffusion
arXiv · 2026
StippleDiffusion: Capacity-Constrained Stippling using Controlled Diffusion
Ofir Gilad, Aleksander Plocharski, Przemysław Musialski, Andrei Sharf
arXiv
SBP-Net teaser SBP-Net teaser, fullSBP-Net
IEEE ICIP · 2026
SBP-Net: Learning Thin Structure Reconstruction with Sliding-Box Projections
Ofir Gilad, Andrei Sharf
arXiv code

Datasets & Tools

PipeForge3D teaser PipeForge3D teaser, fullPipeForge3D
Open-source tool
PipeForge3D
A Python tool for the generation and construction of 3D pipes for industrial applications. It can forge 3D mesh models and point clouds of pipes, from both randomly generated graphs and given graphs in json format of pipe connections, using an available kit of connection-type meshes. Used to build the synthetic dataset for SBP-Net.
code