4 papers
Machine learning-based optimization workflow of the homogeneity of spunbond nonwovens with human validation
Viny Saajan Victor, Andre Schmeißer, Heike Leitte +1
In the last ten years, the average annual growth rate of nonwoven production was 4%. In 2020 and 2021, nonwoven production has increased even further due to the huge demand for non…
Machine Learning Based Optimization Workflow for Tuning Numerical Settings of Differential Equation Solvers for Boundary Value Problems
Viny Saajan Victor, Manuel Ettmüller, Andre Schmeißer +2
Several numerical differential equation solvers have been employed effectively over the years as an alternative to analytical solvers to quickly and conveniently solve differential…
Survey on Semantic Stereo Matching / Semantic Depth Estimation
Viny Saajan Victor, Peter Neigel
Stereo matching is one of the widely used techniques for inferring depth from stereo images owing to its robustness and speed. It has become one of the major topics of research sin…
Visual Probing and Correction of Object Recognition Models with Interactive user feedback
Viny Saajan Victor, Pramod Vadiraja, Jan-Tobias Sohns +1
With the advent of state-of-the-art machine learning and deep learning technologies, several industries are moving towards the field. Applications of such technologies are highly d…