Stuti Pathak

PhD Researcher in 3D Computer Vision

University of Antwerp

Hi there! As a researcher, I am currently focused on developing efficient point cloud processing techniques leveraging ideas from graph representation learning and fiddling with some Bayesian approaches every now and then. Outside of work, I am an amateur photography and editing enthusiast. Don’t forget to check out some of my clicks!

Education

 

 

 

 

 

Ph.D. in Applied Engineering

University of Antwerp

May 2021 – Present Belgium

 

 

 

 

 

M.Sc. in Physics

Indian Institute of Technology Indore

July 2019 – July 2021 India

 

 

 

 

 

B.Sc. (H) in Physics

University of Delhi

July 2015 – July 2018 India

Experience

 

 

 

 

 

Research Internship

GIM - Geographic Information Management

April 2024 – July 2024 Belgium

Publications & Preprints

Revisiting Point Cloud Completion: Are We Ready For The Real-World?

Point clouds acquired in constrained, challenging, uncontrolled, and multi-sensor real-world settings are noisy, incomplete, and …

Stuti Pathak, Prashant Kumar, Dheeraj Baiju, Nicholus Mboga, Gunther Steenackers, Rudi Penne

PDF Cite arXiv

GP-PCS: One-shot Feature-Preserving Point Cloud Simplification with Gaussian Processes on Riemannian Manifolds

The processing, storage and transmission of large-scale point clouds is an ongoing challenge in the computer vision community which …

Stuti Pathak, Thomas M. McDonald, Seppe Sels, Rudi Penne

PDF Cite DOI arXiv

How to turn your camera into a perfect pinhole model

Camera calibration is a first and fundamental step in various computer vision applications. Despite being an active field of research, …

Ivan de Boi, Stuti Pathak, Marina Oliveira, Rudi Penne

PDF Cite DOI arXiv

Gallery

Reach out for collaboration!